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ORCIDBibTeX records: Changshui Zhang
@article{DBLP:journals/ijcv/0001CZZ0Z24,
author = {Song Tang and
An Chang and
Fabian Zhang and
Xiatian Zhu and
Mao Ye and
Changshui Zhang},
title = {Source-Free Domain Adaptation via Target Prediction Distribution Searching},
journal = {Int. J. Comput. Vis.},
volume = {132},
number = {3},
pages = {654--672},
year = {2024},
url = {https://doi.org/10.1007/s11263-023-01892-w},
doi = {10.1007/S11263-023-01892-W},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/0001CZZ0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiGLZ24,
author = {Ziang Li and
Yiwen Guo and
Haodi Liu and
Changshui Zhang},
title = {A Theoretical View of Linear Backpropagation and its Convergence},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {5},
pages = {3972--3980},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2024.3353919},
doi = {10.1109/TPAMI.2024.3353919},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiGLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiHLRZZ24,
author = {Shuang Li and
Norman Hendrich and
Hongzhuo Liang and
Philipp Ruppel and
Changshui Zhang and
Jianwei Zhang},
title = {A Dexterous Hand-Arm Teleoperation System Based on Hand Pose Estimation
and Active Vision},
journal = {{IEEE} Trans. Cybern.},
volume = {54},
number = {3},
pages = {1417--1428},
year = {2024},
url = {https://doi.org/10.1109/TCYB.2022.3207290},
doi = {10.1109/TCYB.2022.3207290},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LiHLRZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/TangSSYZZ24,
author = {Song Tang and
Yuji Shi and
Zihao Song and
Mao Ye and
Changshui Zhang and
Jianwei Zhang},
title = {Progressive Source-Aware Transformer for Generalized Source-Free Domain
Adaptation},
journal = {{IEEE} Trans. Multim.},
volume = {26},
pages = {4138--4152},
year = {2024},
url = {https://doi.org/10.1109/TMM.2023.3321421},
doi = {10.1109/TMM.2023.3321421},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/TangSSYZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangSMBWZS24,
author = {Kun Zhang and
Ilya Shpitser and
Sara Magliacane and
Davide Bacciu and
Fei Wu and
Changshui Zhang and
Peter Spirtes},
title = {{IEEE} Transactions on Neural Networks and Learning Systems Special
Issue on Causal Discovery and Causality-Inspired Machine Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {4899--4901},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2024.3365968},
doi = {10.1109/TNNLS.2024.3365968},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangSMBWZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NieCXZYL24,
author = {Feiping Nie and
Hong Chen and
Shiming Xiang and
Changshui Zhang and
Shuicheng Yan and
Xuelong Li},
title = {On the Equivalence of Linear Discriminant Analysis and Least Squares
Regression},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {5710--5720},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3208944},
doi = {10.1109/TNNLS.2022.3208944},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/NieCXZYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/LiangTHOYZ23,
author = {Zhilong Liang and
Zhenzhi Tan and
Ruixin Hong and
Wanli Ouyang and
Jinying Yuan and
Changshui Zhang},
title = {Automatically Predicting Material Properties with Microscopic Images:
Polymer Miscibility as an Example},
journal = {J. Chem. Inf. Model.},
volume = {63},
number = {19},
pages = {5971--5980},
year = {2023},
url = {https://doi.org/10.1021/acs.jcim.3c00489},
doi = {10.1021/ACS.JCIM.3C00489},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/LiangTHOYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SuYXWQZX23,
author = {Xiu Su and
Shan You and
Jiyang Xie and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Searching for Network Width With Bilaterally Coupled Network},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {7},
pages = {8936--8953},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3226777},
doi = {10.1109/TPAMI.2022.3226777},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SuYXWQZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/CuiPZW23,
author = {Sen Cui and
Weishen Pan and
Changshui Zhang and
Fei Wang},
title = {Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {11},
pages = {13235--13249},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3290949},
doi = {10.1109/TPAMI.2023.3290949},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/CuiPZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/XiaoYXZZZ23,
author = {Changming Xiao and
Qi Yang and
Xiaoqiang Xu and
Jianwei Zhang and
Feng Zhou and
Changshui Zhang},
title = {Where you edit is what you get: Text-guided image editing with region-based
attention},
journal = {Pattern Recognit.},
volume = {139},
pages = {109458},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109458},
doi = {10.1016/J.PATCOG.2023.109458},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/XiaoYXZZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LuGYZZ23,
author = {Jiang Lu and
Pinghua Gong and
Jieping Ye and
Jianwei Zhang and
Changshui Zhang},
title = {A survey on machine learning from few samples},
journal = {Pattern Recognit.},
volume = {139},
pages = {109480},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109480},
doi = {10.1016/J.PATCOG.2023.109480},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/LuGYZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChuZST23,
author = {Dejun Chu and
Changshui Zhang and
Shiliang Sun and
Qing Tao},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Structured {BFGS} Method for Optimal Doubly Stochastic Matrix Approximation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7193--7201},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25877},
doi = {10.1609/AAAI.V37I6.25877},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChuZST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HongZZ0Z23,
author = {Ruixin Hong and
Hongming Zhang and
Hong Zhao and
Dong Yu and
Changshui Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Faithful Question Answering with Monte-Carlo Planning},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {3944--3965},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.218},
doi = {10.18653/V1/2023.ACL-LONG.218},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HongZZ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12360,
author = {Zhilong Liang and
Zhenzhi Tan and
Ruixin Hong and
Wanli Ouyang and
Jinying Yuan and
Changshui Zhang},
title = {Automatically Predict Material Properties with Microscopic Image Example
Polymer Compatibility},
journal = {CoRR},
volume = {abs/2303.12360},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12360},
doi = {10.48550/ARXIV.2303.12360},
eprinttype = {arXiv},
eprint = {2303.12360},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02556,
author = {Ruixin Hong and
Hongming Zhang and
Hong Zhao and
Dong Yu and
Changshui Zhang},
title = {Faithful Question Answering with Monte-Carlo Planning},
journal = {CoRR},
volume = {abs/2305.02556},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02556},
doi = {10.48550/ARXIV.2305.02556},
eprinttype = {arXiv},
eprint = {2305.02556},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14668,
author = {Sen Cui and
Weishen Pan and
Changshui Zhang and
Fei Wang},
title = {Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment},
journal = {CoRR},
volume = {abs/2307.14668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14668},
doi = {10.48550/ARXIV.2307.14668},
eprinttype = {arXiv},
eprint = {2307.14668},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04109,
author = {Changming Xiao and
Qi Yang and
Feng Zhou and
Changshui Zhang},
title = {From Text to Mask: Localizing Entities Using the Attention of Text-to-Image
Diffusion Models},
journal = {CoRR},
volume = {abs/2309.04109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04109},
doi = {10.48550/ARXIV.2309.04109},
eprinttype = {arXiv},
eprint = {2309.04109},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07954,
author = {Ruixin Hong and
Hongming Zhang and
Xinyu Pang and
Dong Yu and
Changshui Zhang},
title = {A Closer Look at the Self-Verification Abilities of Large Language
Models in Logical Reasoning},
journal = {CoRR},
volume = {abs/2311.07954},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07954},
doi = {10.48550/ARXIV.2311.07954},
eprinttype = {arXiv},
eprint = {2311.07954},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17438,
author = {Yinya Huang and
Ruixin Hong and
Hongming Zhang and
Wei Shao and
Zhicheng Yang and
Dong Yu and
Changshui Zhang and
Xiaodan Liang and
Linqi Song},
title = {{CLOMO:} Counterfactual Logical Modification with Large Language Models},
journal = {CoRR},
volume = {abs/2311.17438},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17438},
doi = {10.48550/ARXIV.2311.17438},
eprinttype = {arXiv},
eprint = {2311.17438},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/LiHLZ22,
author = {Lei Li and
Wenzheng Hu and
Jiang Lu and
Changshui Zhang},
title = {Leaf vein segmentation with self-supervision},
journal = {Comput. Electron. Agric.},
volume = {203},
pages = {107352},
year = {2022},
url = {https://doi.org/10.1016/j.compag.2022.107352},
doi = {10.1016/J.COMPAG.2022.107352},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/LiHLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/ZhangWSZERFX22,
author = {Jianwei Zhang and
Stefan Wermter and
Fuchun Sun and
Changshui Zhang and
Andreas K. Engel and
Brigitte R{\"{o}}der and
Xiaolan Fu and
Gui Xue},
title = {Editorial: Cross-Modal Learning: Adaptivity, Prediction and Interaction},
journal = {Frontiers Neurorobotics},
volume = {16},
pages = {889911},
year = {2022},
url = {https://doi.org/10.3389/fnbot.2022.889911},
doi = {10.3389/FNBOT.2022.889911},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/finr/ZhangWSZERFX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiangLZJZW22,
author = {Jian Liang and
Ziqi Liu and
Jiayu Zhou and
Xiaoqian Jiang and
Changshui Zhang and
Fei Wang},
title = {Model-Protected Multi-Task Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {2},
pages = {1002--1019},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2020.3015859},
doi = {10.1109/TPAMI.2020.3015859},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiangLZJZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuLZ22,
author = {Jiang Lu and
Lei Li and
Changshui Zhang},
title = {Self-Reinforcing Unsupervised Matching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {8},
pages = {4404--4418},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3061945},
doi = {10.1109/TPAMI.2021.3061945},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LuLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuoZ22,
author = {Yiwen Guo and
Changshui Zhang},
title = {Recent Advances in Large Margin Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {7167--7174},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3091717},
doi = {10.1109/TPAMI.2021.3091717},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GuoZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YuZHSZ22,
author = {Xintong Yu and
Hongming Zhang and
Ruixin Hong and
Yangqiu Song and
Changshui Zhang},
title = {{VD-PCR:} Improving visual dialog with pronoun coreference resolution},
journal = {Pattern Recognit.},
volume = {125},
pages = {108540},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108540},
doi = {10.1016/J.PATCOG.2022.108540},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/YuZHSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/HongZYZ22,
author = {Ruixin Hong and
Hongming Zhang and
Xintong Yu and
Changshui Zhang},
title = {Learning Event Extraction From a Few Guideline Examples},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {30},
pages = {2955--2967},
year = {2022},
url = {https://doi.org/10.1109/TASLP.2022.3202123},
doi = {10.1109/TASLP.2022.3202123},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/HongZYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/SunFWZWYZ22,
author = {Yiwen Sun and
Kun Fu and
Zheng Wang and
Donghua Zhou and
Kailun Wu and
Jieping Ye and
Changshui Zhang},
title = {CoDriver {ETA:} Combine Driver Information in Estimated Time of Arrival
by Driving Style Learning Auxiliary Task},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {5},
pages = {4037--4048},
year = {2022},
url = {https://doi.org/10.1109/TITS.2020.3040386},
doi = {10.1109/TITS.2020.3040386},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/SunFWZWYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/SunHZMFCWWZYTZ22,
author = {Yiwen Sun and
Wenzheng Hu and
Donghua Zhou and
Baichuan Mo and
Kun Fu and
Zhengping Che and
Zheng Wang and
Shenhao Wang and
Jinhua Zhao and
Jieping Ye and
Jian Tang and
Changshui Zhang},
title = {Alleviating Data Sparsity Problems in Estimated Time of Arrival via
Auxiliary Metric Learning},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {12},
pages = {23231--23243},
year = {2022},
url = {https://doi.org/10.1109/TITS.2022.3200445},
doi = {10.1109/TITS.2022.3200445},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/SunHZMFCWWZYTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0020Y00Z0022,
author = {Tao Huang and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {GreedyNASv2: Greedier Search with a Greedy Path Filter},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {11892--11901},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01160},
doi = {10.1109/CVPR52688.2022.01160},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0020Y00Z0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SuYXZWQZWX22,
author = {Xiu Su and
Shan You and
Jiyang Xie and
Mingkai Zheng and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiao{-}Gang Wang and
Chang Xu},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {ViTAS: Vision Transformer Architecture Search},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXI}},
series = {Lecture Notes in Computer Science},
volume = {13681},
pages = {139--157},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19803-8\_9},
doi = {10.1007/978-3-031-19803-8\_9},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/SuYXZWQZWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangZHLZ022,
author = {Yinya Huang and
Hongming Zhang and
Ruixin Hong and
Xiaodan Liang and
Changshui Zhang and
Dong Yu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4698--4724},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.310},
doi = {10.18653/V1/2022.EMNLP-MAIN.310},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HuangZHLZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangSFZ22,
author = {Yulu Wang and
Yiwen Sun and
Lei Fang and
Changshui Zhang},
title = {Leveraging Sparse Coding for {EEG} Based Emotion Recognition in Shooting},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {1421--1425},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9747506},
doi = {10.1109/ICASSP43922.2022.9747506},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WangSFZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuSYHWQZXWS22,
author = {Hongyan Xu and
Xiu Su and
Shan You and
Tao Huang and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu and
Dadong Wang and
Arcot Sowmya},
title = {Data Agnostic Filter Gating For Efficient Deep Networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {3503--3507},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746346},
doi = {10.1109/ICASSP43922.2022.9746346},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/XuSYHWQZXWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiLPCZW22,
author = {Sen Cui and
Jian Liang and
Weishen Pan and
Kun Chen and
Changshui Zhang and
Fei Wang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Collaboration Equilibrium in Federated Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {241--251},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539237},
doi = {10.1145/3534678.3539237},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CuiLPCZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WuerkaixiZDZ22,
author = {Abudukelimu Wuerkaixi and
You Zhang and
Zhiyao Duan and
Changshui Zhang},
title = {Rethinking Audio-Visual Synchronization for Active Speaker Detection},
booktitle = {32nd {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2022, Xi'an, China, August 22-25, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/MLSP55214.2022.9943352},
doi = {10.1109/MLSP55214.2022.9943352},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WuerkaixiZDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/WuerkaixiYZDZ22,
author = {Abudukelimu Wuerkaixi and
Kunda Yan and
You Zhang and
Zhiyao Duan and
Changshui Zhang},
title = {DyViSE: Dynamic Vision-Guided Speaker Embedding for Audio-Visual Speaker
Diarization},
booktitle = {24th {IEEE} International Workshop on Multimedia Signal Processing,
{MMSP} 2022, Shanghai, China, September 26-28, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/MMSP55362.2022.9948860},
doi = {10.1109/MMSP55362.2022.9948860},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmsp/WuerkaixiYZDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HongZYZ22,
author = {Ruixin Hong and
Hongming Zhang and
Xintong Yu and
Changshui Zhang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{METGEN:} {A} Module-Based Entailment Tree Generation Framework for
Answer Explanation},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1887--1905},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.145},
doi = {10.18653/V1/2022.FINDINGS-NAACL.145},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/HongZYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiZL0SZ22,
author = {Sen Cui and
Jingfeng Zhang and
Jian Liang and
Bo Han and
Masashi Sugiyama and
Changshui Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Synergy-of-Experts: Collaborate to Improve Adversarial Robustness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/d16152d53088ad779ffa634e7bf66166-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CuiZL0SZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13554,
author = {Zhilong Liang and
Zhiwei Li and
Shuo Zhou and
Yiwen Sun and
Changshui Zhang and
Jinying Yuan},
title = {A Machine Learning Method for Material Property Prediction: Example
Polymer Compatibility},
journal = {CoRR},
volume = {abs/2202.13554},
year = {2022},
url = {https://arxiv.org/abs/2202.13554},
eprinttype = {arXiv},
eprint = {2202.13554},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08717,
author = {Mingkai Zheng and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {Relational Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2203.08717},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08717},
doi = {10.48550/ARXIV.2203.08717},
eprinttype = {arXiv},
eprint = {2203.08717},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13714,
author = {Xiu Su and
Shan You and
Jiyang Xie and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Searching for Network Width with Bilaterally Coupled Network},
journal = {CoRR},
volume = {abs/2203.13714},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13714},
doi = {10.48550/ARXIV.2203.13714},
eprinttype = {arXiv},
eprint = {2203.13714},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02593,
author = {Ruixin Hong and
Hongming Zhang and
Xintong Yu and
Changshui Zhang},
title = {{METGEN:} {A} Module-Based Entailment Tree Generation Framework for
Answer Explanation},
journal = {CoRR},
volume = {abs/2205.02593},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02593},
doi = {10.48550/ARXIV.2205.02593},
eprinttype = {arXiv},
eprint = {2205.02593},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14693,
author = {Xintong Yu and
Hongming Zhang and
Ruixin Hong and
Yangqiu Song and
Changshui Zhang},
title = {{VD-PCR:} Improving Visual Dialog with Pronoun Coreference Resolution},
journal = {CoRR},
volume = {abs/2205.14693},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14693},
doi = {10.48550/ARXIV.2205.14693},
eprinttype = {arXiv},
eprint = {2205.14693},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15495,
author = {Peng Dai and
Yiqiang Feng and
Renliang Weng and
Changshui Zhang},
title = {Joint Spatial-Temporal and Appearance Modeling with Transformer for
Multiple Object Tracking},
journal = {CoRR},
volume = {abs/2205.15495},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15495},
doi = {10.48550/ARXIV.2205.15495},
eprinttype = {arXiv},
eprint = {2205.15495},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10421,
author = {Abudukelimu Wuerkaixi and
You Zhang and
Zhiyao Duan and
Changshui Zhang},
title = {Rethinking Audio-visual Synchronization for Active Speaker Detection},
journal = {CoRR},
volume = {abs/2206.10421},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10421},
doi = {10.48550/ARXIV.2206.10421},
eprinttype = {arXiv},
eprint = {2206.10421},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12487,
author = {Yinya Huang and
Hongming Zhang and
Ruixin Hong and
Xiaodan Liang and
Changshui Zhang and
Dong Yu},
title = {MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure},
journal = {CoRR},
volume = {abs/2210.12487},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12487},
doi = {10.48550/ARXIV.2210.12487},
eprinttype = {arXiv},
eprint = {2210.12487},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/ZhangSWCZJCW21,
author = {Jie Zhang and
Yunxu Shi and
Chienkai Wang and
Chunmei Cao and
Changshui Zhang and
Linhong Ji and
Jia Cheng and
Fangfang Wu},
title = {Preshooting Electroencephalographic Activity of Professional Shooters
in a Competitive State},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {6639865:1--6639865:9},
year = {2021},
url = {https://doi.org/10.1155/2021/6639865},
doi = {10.1155/2021/6639865},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cin/ZhangSWCZJCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YanGZ21,
author = {Ziang Yan and
Yiwen Guo and
Changshui Zhang},
title = {Adversarial Margin Maximization Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {4},
pages = {1129--1139},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2948348},
doi = {10.1109/TPAMI.2019.2948348},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YanGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuoCCZ21,
author = {Yiwen Guo and
Long Chen and
Yurong Chen and
Changshui Zhang},
title = {On Connections Between Regularizations for Improving {DNN} Robustness},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {12},
pages = {4469--4476},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2020.3006917},
doi = {10.1109/TPAMI.2020.3006917},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GuoCCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CaoCZ21,
author = {Zhong Cao and
Sen Cui and
Changshui Zhang},
title = {{DCR:} Disentangled component representation for sketch generation},
journal = {Pattern Recognit. Lett.},
volume = {145},
pages = {16--22},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2021.01.016},
doi = {10.1016/J.PATREC.2021.01.016},
timestamp = {Fri, 23 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/CaoCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/HuLWWZ21,
author = {Wenzheng Hu and
Mingyang Li and
Zheng Wang and
Jianqiang Wang and
Changshui Zhang},
title = {DiFNet: Densely High-Frequency Convolutional Neural Networks},
journal = {{IEEE} Signal Process. Lett.},
volume = {28},
pages = {1340--1344},
year = {2021},
url = {https://doi.org/10.1109/LSP.2021.3090944},
doi = {10.1109/LSP.2021.3090944},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/HuLWWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GuoLZZC21,
author = {Yiwen Guo and
Ming Lu and
Wangmeng Zuo and
Changshui Zhang and
Yurong Chen},
title = {Deep Likelihood Network for Image Restoration With Multiple Degradation
Levels},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {2669--2681},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3051767},
doi = {10.1109/TIP.2021.3051767},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/GuoLZZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LuJLZ21,
author = {Jiang Lu and
Sheng Jin and
Jian Liang and
Changshui Zhang},
title = {Robust Few-Shot Learning for User-Provided Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {4},
pages = {1433--1447},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2984710},
doi = {10.1109/TNNLS.2020.2984710},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LuJLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SuY00Z021,
author = {Xiu Su and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {BCNet: Searching for Network Width With Bilaterally Coupled Network},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {2175--2184},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Su\_BCNet\_Searching\_for\_Network\_Width\_With\_Bilaterally\_Coupled\_Network\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00221},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SuY00Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DaiWCZHD21,
author = {Peng Dai and
Renliang Weng and
Wongun Choi and
Changshui Zhang and
Zhangping He and
Wei Ding},
title = {Learning a Proposal Classifier for Multiple Object Tracking},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {2443--2452},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Dai\_Learning\_a\_Proposal\_Classifier\_for\_Multiple\_Object\_Tracking\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00247},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DaiWCZHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SuH0Y00Z021,
author = {Xiu Su and
Tao Huang and
Yanxi Li and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Prioritized Architecture Sampling With Monto-Carlo Tree Search},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {10968--10977},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Su\_Prioritized\_Architecture\_Sampling\_With\_Monto-Carlo\_Tree\_Search\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01082},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SuH0Y00Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YuZSZX021,
author = {Xintong Yu and
Hongming Zhang and
Yangqiu Song and
Changshui Zhang and
Kun Xu and
Dong Yu},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Exophoric Pronoun Resolution in Dialogues with Topic Regularization},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3832--3845},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.311},
doi = {10.18653/V1/2021.EMNLP-MAIN.311},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YuZSZX021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/RenZ21,
author = {Yanpin Ren and
Changshui Zhang},
title = {A Trans-regional Online and Offline Fusion Lab Teaching Practice Through
Cross-university Cooperation},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2021, Lincoln, NE,
USA, October 13-16, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FIE49875.2021.9637196},
doi = {10.1109/FIE49875.2021.9637196},
timestamp = {Wed, 29 Dec 2021 09:45:46 +0100},
biburl = {https://dblp.org/rec/conf/fie/RenZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SunWF0YZY21,
author = {Yiwen Sun and
Yulu Wang and
Kun Fu and
Zheng Wang and
Ziang Yan and
Changshui Zhang and
Jieping Ye},
title = {{FMA-ETA:} Estimating Travel Time Entirely Based on {FFN} with Attention},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3355--3359},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414054},
doi = {10.1109/ICASSP39728.2021.9414054},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SunWF0YZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Zheng0Y0Z0021,
author = {Mingkai Zheng and
Fei Wang and
Shan You and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {Weakly Supervised Contrastive Learning},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10022--10031},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00989},
doi = {10.1109/ICCV48922.2021.00989},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Zheng0Y0Z0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/SongLYY00Z021,
author = {Yuru Song and
Zan Lou and
Shan You and
Erkun Yang and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang},
title = {Learning with Privileged Tasks},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10665--10674},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01051},
doi = {10.1109/ICCV48922.2021.01051},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SongLYY00Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SuYH00Z021,
author = {Xiu Su and
Shan You and
Tao Huang and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Locally Free Weight Sharing for Network Width Search},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=S0UdquAnr9k},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SuYH00Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YanGLZ21,
author = {Ziang Yan and
Yiwen Guo and
Jian Liang and
Changshui Zhang},
title = {Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial
Examples},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=pzpytjk3Xb2},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YanGLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuYZ00Z021,
author = {Xiu Su and
Shan You and
Mingkai Zheng and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
editor = {Marina Meila and
Tong Zhang},
title = {K-shot {NAS:} Learnable Weight-Sharing for {NAS} with K-shot Supernets},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9880--9890},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/su21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuYZ00Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/WuerkaixiBDZ21,
author = {Abudukelimu Wuerkaixi and
Christodoulos Benetatos and
Zhiyao Duan and
Changshui Zhang},
editor = {Jin Ha Lee and
Alexander Lerch and
Zhiyao Duan and
Juhan Nam and
Preeti Rao and
Peter van Kranenburg and
Ajay Srinivasamurthy},
title = {CollageNet: Fusing arbitrary melody and accompaniment into a coherent
song},
booktitle = {Proceedings of the 22nd International Society for Music Information
Retrieval Conference, {ISMIR} 2021, Online, November 7-12, 2021},
pages = {786--793},
year = {2021},
url = {https://archives.ismir.net/ismir2021/paper/000098.pdf},
timestamp = {Mon, 06 Dec 2021 13:55:26 +0100},
biburl = {https://dblp.org/rec/conf/ismir/WuerkaixiBDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiPZW21,
author = {Sen Cui and
Weishen Pan and
Changshui Zhang and
Fei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness
and Algorithm Utility},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {207--217},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467251},
doi = {10.1145/3447548.3467251},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CuiPZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PanC0Z021,
author = {Weishen Pan and
Sen Cui and
Jiang Bian and
Changshui Zhang and
Fei Wang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Explaining Algorithmic Fairness Through Fairness-Aware Causal Path
Decomposition},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1287--1297},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467258},
doi = {10.1145/3447548.3467258},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PanC0Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YouXWZ21,
author = {Shan You and
Chang Xu and
Fei Wang and
Changshui Zhang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Workshop on Model Mining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4177--4178},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469471},
doi = {10.1145/3447548.3469471},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YouXWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengYWQZWX21,
author = {Mingkai Zheng and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {ReSSL: Relational Self-Supervised Learning with Weak Augmentation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2543--2555},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/14c4f36143b4b09cbc320d7c95a50ee7-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhengYWQZWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuiPLZW21,
author = {Sen Cui and
Weishen Pan and
Jian Liang and
Changshui Zhang and
Fei Wang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Addressing Algorithmic Disparity and Performance Inconsistency in
Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26091--26102},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/db8e1af0cb3aca1ae2d0018624204529-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CuiPLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2021-1,
editor = {Huimin Ma and
Liang Wang and
Changshui Zhang and
Fei Wu and
Tieniu Tan and
Yaonan Wang and
Jianhuang Lai and
Yao Zhao},
title = {Pattern Recognition and Computer Vision - 4th Chinese Conference,
{PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13019},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88004-0},
doi = {10.1007/978-3-030-88004-0},
isbn = {978-3-030-88003-3},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prcv/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2021-2,
editor = {Huimin Ma and
Liang Wang and
Changshui Zhang and
Fei Wu and
Tieniu Tan and
Yaonan Wang and
Jianhuang Lai and
Yao Zhao},
title = {Pattern Recognition and Computer Vision - 4th Chinese Conference,
{PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13020},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88007-1},
doi = {10.1007/978-3-030-88007-1},
isbn = {978-3-030-88006-4},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prcv/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2021-3,
editor = {Huimin Ma and
Liang Wang and
Changshui Zhang and
Fei Wu and
Tieniu Tan and
Yaonan Wang and
Jianhuang Lai and
Yao Zhao},
title = {Pattern Recognition and Computer Vision - 4th Chinese Conference,
{PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13021},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88010-1},
doi = {10.1007/978-3-030-88010-1},
isbn = {978-3-030-88009-5},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prcv/2021-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2021-4,
editor = {Huimin Ma and
Liang Wang and
Changshui Zhang and
Fei Wu and
Tieniu Tan and
Yaonan Wang and
Jianhuang Lai and
Yao Zhao},
title = {Pattern Recognition and Computer Vision - 4th Chinese Conference,
{PRCV} 2021, Beijing, China, October 29 - November 1, 2021, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13022},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88013-2},
doi = {10.1007/978-3-030-88013-2},
isbn = {978-3-030-88012-5},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prcv/2021-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03539,
author = {Haipeng Zhang and
Zhong Cao and
Ziang Yan and
Changshui Zhang},
title = {Sill-Net: Feature Augmentation with Separated Illumination Representation},
journal = {CoRR},
volume = {abs/2102.03539},
year = {2021},
url = {https://arxiv.org/abs/2102.03539},
eprinttype = {arXiv},
eprint = {2102.03539},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05258,
author = {Xiu Su and
Shan You and
Tao Huang and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Locally Free Weight Sharing for Network Width Search},
journal = {CoRR},
volume = {abs/2102.05258},
year = {2021},
url = {https://arxiv.org/abs/2102.05258},
eprinttype = {arXiv},
eprint = {2102.05258},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07889,
author = {Peng Dai and
Renliang Weng and
Wongun Choi and
Changshui Zhang and
Zhangping He and
Wei Ding},
title = {Learning a Proposal Classifier for Multiple Object Tracking},
journal = {CoRR},
volume = {abs/2103.07889},
year = {2021},
url = {https://arxiv.org/abs/2103.07889},
eprinttype = {arXiv},
eprint = {2103.07889},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11922,
author = {Xiu Su and
Tao Huang and
Yanxi Li and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Prioritized Architecture Sampling with Monto-Carlo Tree Search},
journal = {CoRR},
volume = {abs/2103.11922},
year = {2021},
url = {https://arxiv.org/abs/2103.11922},
eprinttype = {arXiv},
eprint = {2103.11922},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13598,
author = {Yiwen Guo and
Changshui Zhang},
title = {Recent Advances in Large Margin Learning},
journal = {CoRR},
volume = {abs/2103.13598},
year = {2021},
url = {https://arxiv.org/abs/2103.13598},
eprinttype = {arXiv},
eprint = {2103.13598},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10533,
author = {Xiu Su and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {BCNet: Searching for Network Width with Bilaterally Coupled Network},
journal = {CoRR},
volume = {abs/2105.10533},
year = {2021},
url = {https://arxiv.org/abs/2105.10533},
eprinttype = {arXiv},
eprint = {2105.10533},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14171,
author = {Weishen Pan and
Changshui Zhang},
title = {The Definitions of Interpretability and Learning of Interpretable
Models},
journal = {CoRR},
volume = {abs/2105.14171},
year = {2021},
url = {https://arxiv.org/abs/2105.14171},
eprinttype = {arXiv},
eprint = {2105.14171},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06442,
author = {Xiu Su and
Shan You and
Mingkai Zheng and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {K-shot {NAS:} Learnable Weight-Sharing for {NAS} with K-shot Supernets},
journal = {CoRR},
volume = {abs/2106.06442},
year = {2021},
url = {https://arxiv.org/abs/2106.06442},
eprinttype = {arXiv},
eprint = {2106.06442},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13700,
author = {Xiu Su and
Shan You and
Jiyang Xie and
Mingkai Zheng and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {Vision Transformer Architecture Search},
journal = {CoRR},
volume = {abs/2106.13700},
year = {2021},
url = {https://arxiv.org/abs/2106.13700},
eprinttype = {arXiv},
eprint = {2106.13700},
timestamp = {Tue, 06 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09282,
author = {Mingkai Zheng and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {ReSSL: Relational Self-Supervised Learning with Weak Augmentation},
journal = {CoRR},
volume = {abs/2107.09282},
year = {2021},
url = {https://arxiv.org/abs/2107.09282},
eprinttype = {arXiv},
eprint = {2107.09282},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12585,
author = {Song Tang and
Yan Yang and
Zhiyuan Ma and
Norman Hendrich and
Fanyu Zeng and
Shuzhi Sam Ge and
Changshui Zhang and
Jianwei Zhang},
title = {Nearest Neighborhood-Based Deep Clustering for Source Data-absent
Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/2107.12585},
year = {2021},
url = {https://arxiv.org/abs/2107.12585},
eprinttype = {arXiv},
eprint = {2107.12585},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-12585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05335,
author = {Weishen Pan and
Sen Cui and
Jiang Bian and
Changshui Zhang and
Fei Wang},
title = {Explaining Algorithmic Fairness Through Fairness-Aware Causal Path
Decomposition},
journal = {CoRR},
volume = {abs/2108.05335},
year = {2021},
url = {https://arxiv.org/abs/2108.05335},
eprinttype = {arXiv},
eprint = {2108.05335},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07926,
author = {Sen Cui and
Jian Liang and
Weishen Pan and
Kun Chen and
Changshui Zhang and
Fei Wang},
title = {Learning to Collaborate},
journal = {CoRR},
volume = {abs/2108.07926},
year = {2021},
url = {https://arxiv.org/abs/2108.07926},
eprinttype = {arXiv},
eprint = {2108.07926},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08435,
author = {Sen Cui and
Weishen Pan and
Jian Liang and
Changshui Zhang and
Fei Wang},
title = {Fair and Consistent Federated Learning},
journal = {CoRR},
volume = {abs/2108.08435},
year = {2021},
url = {https://arxiv.org/abs/2108.08435},
eprinttype = {arXiv},
eprint = {2108.08435},
timestamp = {Sat, 11 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04787,
author = {Xintong Yu and
Hongming Zhang and
Yangqiu Song and
Changshui Zhang and
Kun Xu and
Dong Yu},
title = {Exophoric Pronoun Resolution in Dialogues with Topic Regularization},
journal = {CoRR},
volume = {abs/2109.04787},
year = {2021},
url = {https://arxiv.org/abs/2109.04787},
eprinttype = {arXiv},
eprint = {2109.04787},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06037,
author = {Weishen Pan and
Sen Cui and
Hongyi Wen and
Kun Chen and
Changshui Zhang and
Fei Wang},
title = {Correcting the User Feedback-Loop Bias for Recommendation Systems},
journal = {CoRR},
volume = {abs/2109.06037},
year = {2021},
url = {https://arxiv.org/abs/2109.06037},
eprinttype = {arXiv},
eprint = {2109.06037},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04770,
author = {Mingkai Zheng and
Fei Wang and
Shan You and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {Weakly Supervised Contrastive Learning},
journal = {CoRR},
volume = {abs/2110.04770},
year = {2021},
url = {https://arxiv.org/abs/2110.04770},
eprinttype = {arXiv},
eprint = {2110.04770},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10921,
author = {Wenzheng Hu and
Ning Liu and
Zhengping Che and
Mingyang Li and
Jian Tang and
Changshui Zhang and
Jianqiang Wang},
title = {{CATRO:} Channel Pruning via Class-Aware Trace Ratio Optimization},
journal = {CoRR},
volume = {abs/2110.10921},
year = {2021},
url = {https://arxiv.org/abs/2110.10921},
eprinttype = {arXiv},
eprint = {2110.10921},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12609,
author = {Tao Huang and
Shan You and
Fei Wang and
Chen Qian and
Changshui Zhang and
Xiaogang Wang and
Chang Xu},
title = {GreedyNASv2: Greedier Search with a Greedy Path Filter},
journal = {CoRR},
volume = {abs/2111.12609},
year = {2021},
url = {https://arxiv.org/abs/2111.12609},
eprinttype = {arXiv},
eprint = {2111.12609},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10985,
author = {Ziang Li and
Kailun Wu and
Yiwen Guo and
Changshui Zhang},
title = {Learned {ISTA} with Error-based Thresholding for Adaptive Sparse Coding},
journal = {CoRR},
volume = {abs/2112.10985},
year = {2021},
url = {https://arxiv.org/abs/2112.10985},
eprinttype = {arXiv},
eprint = {2112.10985},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11018,
author = {Ziang Li and
Yiwen Guo and
Haodi Liu and
Changshui Zhang},
title = {A Theoretical View of Linear Backpropagation and Its Convergence},
journal = {CoRR},
volume = {abs/2112.11018},
year = {2021},
url = {https://arxiv.org/abs/2112.11018},
eprinttype = {arXiv},
eprint = {2112.11018},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/MiLKTLZ020,
author = {Jinpeng Mi and
Hongzhuo Liang and
Nikolaos Katsakis and
Song Tang and
Qingdu Li and
Changshui Zhang and
Jianwei Zhang},
title = {Intention-Related Natural Language Grounding via Object Affordance
Detection and Intention Semantic Extraction},
journal = {Frontiers Neurorobotics},
volume = {14},
pages = {26},
year = {2020},
url = {https://doi.org/10.3389/fnbot.2020.00026},
doi = {10.3389/FNBOT.2020.00026},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/finr/MiLKTLZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/pr/CaoLCZ20,
author = {Zhong Cao and
Jiang Lu and
Sen Cui and
Changshui Zhang},
title = {Zero-shot Handwritten Chinese Character Recognition with hierarchical
decomposition embedding},
journal = {Pattern Recognit.},
volume = {107},
pages = {107488},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107488},
doi = {10.1016/J.PATCOG.2020.107488},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/CaoLCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/CuiCPZW20,
author = {Runpeng Cui and
Zhong Cao and
Weishen Pan and
Changshui Zhang and
Jianqiang Wang},
title = {Deep Gesture Video Generation With Learning on Regions of Interest},
journal = {{IEEE} Trans. Multim.},
volume = {22},
number = {10},
pages = {2551--2563},
year = {2020},
url = {https://doi.org/10.1109/TMM.2019.2960700},
doi = {10.1109/TMM.2019.2960700},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/CuiCPZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tnn/HuJLZ20,
author = {Wenzheng Hu and
Junqi Jin and
Tie{-}Yan Liu and
Changshui Zhang},
title = {Automatically Design Convolutional Neural Networks by Optimization
With Submodularity and Supermodularity},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {9},
pages = {3215--3229},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2939157},
doi = {10.1109/TNNLS.2019.2939157},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HuJLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuGZ20,
author = {Kailun Wu and
Yiwen Guo and
Changshui Zhang},
title = {Compressing Deep Neural Networks With Sparse Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {10},
pages = {3828--3838},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2946636},
doi = {10.1109/TNNLS.2019.2946636},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WuGZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/JiangJDZ20,
author = {Nan Jiang and
Sheng Jin and
Zhiyao Duan and
Changshui Zhang},
title = {RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement
Learning},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {710--718},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5413},
doi = {10.1609/AAAI.V34I01.5413},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangJDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/TangYXH0SXZ20,
author = {Yehui Tang and
Shan You and
Chang Xu and
Jin Han and
Chen Qian and
Boxin Shi and
Chao Xu and
Changshui Zhang},
title = {Reborn Filters: Pruning Convolutional Neural Networks with Limited
Data},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5972--5980},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6058},
doi = {10.1609/AAAI.V34I04.6058},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TangYXH0SXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YouHYWQZ20,
author = {Shan You and
Tao Huang and
Mingmin Yang and
Fei Wang and
Chen Qian and
Changshui Zhang},
title = {GreedyNAS: Towards Fast One-Shot {NAS} With Greedy Supernet},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {1996--2005},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/You\_GreedyNAS\_Towards\_Fast\_One-Shot\_NAS\_With\_Greedy\_Supernet\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00207},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YouHYWQZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Liu0HCXZ020,
author = {Jinlin Liu and
Yuan Yao and
Wendi Hou and
Miaomiao Cui and
Xuansong Xie and
Changshui Zhang and
Xian{-}Sheng Hua},
title = {Boosting Semantic Human Matting With Coarse Annotations},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {8560--8569},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Liu\_Boosting\_Semantic\_Human\_Matting\_With\_Coarse\_Annotations\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00859},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Liu0HCXZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiL0Z20,
author = {Tianhong Li and
Jianguo Li and
Zhuang Liu and
Changshui Zhang},
title = {Few Sample Knowledge Distillation for Efficient Network Compression},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {14627--14635},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Li\_Few\_Sample\_Knowledge\_Distillation\_for\_Efficient\_Network\_Compression\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01465},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiL0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/RenZYZ20,
author = {Yanpin Ren and
Qing Zhuo and
Yi Yang and
Changshui Zhang},
title = {An Overview of Signal Processing Engineering Education in China},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2020, Uppsala, Sweden,
October 21-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FIE44824.2020.9273952},
doi = {10.1109/FIE44824.2020.9273952},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fie/RenZYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangWZ20,
author = {Yulu Wang and
Kailun Wu and
Changshui Zhang},
title = {Adversarial Attacks on Deep Unfolded Networks for Sparse Coding},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {5974--5978},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054671},
doi = {10.1109/ICASSP40776.2020.9054671},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WangWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuGLZ20,
author = {Kailun Wu and
Yiwen Guo and
Ziang Li and
Changshui Zhang},
title = {Sparse Coding with Gated Learned {ISTA}},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BygPO2VKPH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuGLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuZST20,
author = {Dejun Chu and
Changshui Zhang and
Shiliang Sun and
Qing Tao},
title = {Semismooth Newton Algorithm for Efficient Projections onto {\(\mathscr{l}\)}\({}_{\mbox{1,
{\(\infty\)}}}\)-norm Ball},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1974--1983},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chu20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuZST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SunFWZY20,
author = {Yiwen Sun and
Kun Fu and
Zheng Wang and
Changshui Zhang and
Jieping Ye},
title = {Road Network Metric Learning for Estimated Time of Arrival},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {1820--1827},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412145},
doi = {10.1109/ICPR48806.2021.9412145},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SunFWZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SunWFWZY20,
author = {Yiwen Sun and
Yulu Wang and
Kun Fu and
Zheng Wang and
Changshui Zhang and
Jieping Ye},
title = {Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {3483--3490},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412506},
doi = {10.1109/ICPR48806.2021.9412506},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/SunWFWZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuLYZW20,
author = {Wenzheng Hu and
Mingyang Li and
Changhe Yuan and
Changshui Zhang and
Jianqiang Wang},
title = {Diversity in Neural Architecture Search},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206793},
doi = {10.1109/IJCNN48605.2020.9206793},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuLYZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuYLW00Z20,
author = {Shangchen Du and
Shan You and
Xiaojie Li and
Jianlong Wu and
Fei Wang and
Chen Qian and
Changshui Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient
Space},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/91c77393975889bd08f301c9e13a44b7-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DuYLW00Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Jiang0DZ20,
author = {Nan Jiang and
Sheng Jin and
Zhiyao Duan and
Changshui Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {When Counterpoint Meets Chinese Folk Melodies},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/bae876e53dab654a3d9d9768b1b7b91a-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Jiang0DZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03082,
author = {Nan Jiang and
Sheng Jin and
Zhiyao Duan and
Changshui Zhang},
title = {RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2002.03082},
year = {2020},
url = {https://arxiv.org/abs/2002.03082},
eprinttype = {arXiv},
eprint = {2002.03082},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11236,
author = {Shan You and
Tao Huang and
Mingmin Yang and
Fei Wang and
Chen Qian and
Changshui Zhang},
title = {GreedyNAS: Towards Fast One-Shot {NAS} with Greedy Supernet},
journal = {CoRR},
volume = {abs/2003.11236},
year = {2020},
url = {https://arxiv.org/abs/2003.11236},
eprinttype = {arXiv},
eprint = {2003.11236},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04955,
author = {Jinlin Liu and
Yuan Yao and
Wendi Hou and
Miaomiao Cui and
Xuansong Xie and
Changshui Zhang and
Xian{-}Sheng Hua},
title = {Boosting Semantic Human Matting with Coarse Annotations},
journal = {CoRR},
volume = {abs/2004.04955},
year = {2020},
url = {https://arxiv.org/abs/2004.04955},
eprinttype = {arXiv},
eprint = {2004.04955},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10958,
author = {Yiwen Sun and
Yulu Wang and
Kun Fu and
Zheng Wang and
Changshui Zhang and
Jieping Ye},
title = {Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting},
journal = {CoRR},
volume = {abs/2004.10958},
year = {2020},
url = {https://arxiv.org/abs/2004.10958},
eprinttype = {arXiv},
eprint = {2004.10958},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04069,
author = {Yiwen Sun and
Yulu Wang and
Kun Fu and
Zheng Wang and
Changshui Zhang and
Jieping Ye},
title = {Fusion Recurrent Neural Network},
journal = {CoRR},
volume = {abs/2006.04069},
year = {2020},
url = {https://arxiv.org/abs/2006.04069},
eprinttype = {arXiv},
eprint = {2006.04069},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04077,
author = {Yiwen Sun and
Yulu Wang and
Kun Fu and
Zheng Wang and
Ziang Yan and
Changshui Zhang and
Jieping Ye},
title = {{FMA-ETA:} Estimating Travel Time Entirely Based on {FFN} With Attention},
journal = {CoRR},
volume = {abs/2006.04077},
year = {2020},
url = {https://arxiv.org/abs/2006.04077},
eprinttype = {arXiv},
eprint = {2006.04077},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08267,
author = {Sen Cui and
Weishen Pan and
Changshui Zhang and
Fei Wang},
title = {xOrder: {A} Model Agnostic Post-Processing Framework for Achieving
Ranking Fairness While Maintaining Algorithm Utility},
journal = {CoRR},
volume = {abs/2006.08267},
year = {2020},
url = {https://arxiv.org/abs/2006.08267},
eprinttype = {arXiv},
eprint = {2006.08267},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13477,
author = {Yiwen Sun and
Kun Fu and
Zheng Wang and
Changshui Zhang and
Jieping Ye},
title = {Road Network Metric Learning for Estimated Time of Arrival},
journal = {CoRR},
volume = {abs/2006.13477},
year = {2020},
url = {https://arxiv.org/abs/2006.13477},
eprinttype = {arXiv},
eprint = {2006.13477},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02209,
author = {Yiwen Guo and
Long Chen and
Yurong Chen and
Changshui Zhang},
title = {On Connections between Regularizations for Improving {DNN} Robustness},
journal = {CoRR},
volume = {abs/2007.02209},
year = {2020},
url = {https://arxiv.org/abs/2007.02209},
eprinttype = {arXiv},
eprint = {2007.02209},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02653,
author = {Jiang Lu and
Pinghua Gong and
Jieping Ye and
Changshui Zhang},
title = {Learning from Very Few Samples: {A} Survey},
journal = {CoRR},
volume = {abs/2009.02653},
year = {2020},
url = {https://arxiv.org/abs/2009.02653},
eprinttype = {arXiv},
eprint = {2009.02653},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05430,
author = {Jian Liang and
Kun Chen and
Ming Lin and
Changshui Zhang and
Fei Wang},
title = {Robust Finite Mixture Regression for Heterogeneous Targets},
journal = {CoRR},
volume = {abs/2010.05430},
year = {2020},
url = {https://arxiv.org/abs/2010.05430},
eprinttype = {arXiv},
eprint = {2010.05430},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13490,
author = {Yuhai Song and
Zhong Cao and
Kailun Wu and
Ziang Yan and
Changshui Zhang},
title = {Learning Fast Approximations of Sparse Nonlinear Regression},
journal = {CoRR},
volume = {abs/2010.13490},
year = {2020},
url = {https://arxiv.org/abs/2010.13490},
eprinttype = {arXiv},
eprint = {2010.13490},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15041,
author = {Xiu Su and
Shan You and
Tao Huang and
Hongyan Xu and
Fei Wang and
Chen Qian and
Changshui Zhang and
Chang Xu},
title = {Data Agnostic Filter Gating for Efficient Deep Networks},
journal = {CoRR},
volume = {abs/2010.15041},
year = {2020},
url = {https://arxiv.org/abs/2010.15041},
eprinttype = {arXiv},
eprint = {2010.15041},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08367,
author = {Mingjie Sun and
Jianguo Li and
Changshui Zhang},
title = {Extreme Value Preserving Networks},
journal = {CoRR},
volume = {abs/2011.08367},
year = {2020},
url = {https://arxiv.org/abs/2011.08367},
eprinttype = {arXiv},
eprint = {2011.08367},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09300,
author = {Tao Huang and
Shan You and
Yibo Yang and
Zhuozhuo Tu and
Fei Wang and
Chen Qian and
Changshui Zhang},
title = {Explicitly Learning Topology for Differentiable Neural Architecture
Search},
journal = {CoRR},
volume = {abs/2011.09300},
year = {2020},
url = {https://arxiv.org/abs/2011.09300},
eprinttype = {arXiv},
eprint = {2011.09300},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/finr/DengGFSZZ19,
author = {Zhen Deng and
Ge Gao and
Simone Frintrop and
Fuchun Sun and
Changshui Zhang and
Jianwei Zhang},
title = {Attention Based Visual Analysis for Fast Grasp Planning With a Multi-Fingered
Robotic Hand},
journal = {Frontiers Neurorobotics},
volume = {13},
pages = {60},
year = {2019},
url = {https://doi.org/10.3389/fnbot.2019.00060},
doi = {10.3389/FNBOT.2019.00060},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/finr/DengGFSZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/JiangJZ19,
author = {Nan Jiang and
Sheng Jin and
Changshui Zhang},
title = {Hierarchical automatic curriculum learning: Converting a sparse reward
navigation task into dense reward},
journal = {Neurocomputing},
volume = {360},
pages = {265--278},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.06.024},
doi = {10.1016/J.NEUCOM.2019.06.024},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/JiangJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/LuDZ19,
author = {Rui Lu and
Zhiyao Duan and
Changshui Zhang},
title = {Audio-Visual Deep Clustering for Speech Separation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {27},
number = {11},
pages = {1697--1712},
year = {2019},
url = {https://doi.org/10.1109/TASLP.2019.2928140},
doi = {10.1109/TASLP.2019.2928140},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/LuDZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/CuiLZ19,
author = {Runpeng Cui and
Hu Liu and
Changshui Zhang},
title = {A Deep Neural Framework for Continuous Sign Language Recognition by
Iterative Training},
journal = {{IEEE} Trans. Multim.},
volume = {21},
number = {7},
pages = {1880--1891},
year = {2019},
url = {https://doi.org/10.1109/TMM.2018.2889563},
doi = {10.1109/TMM.2018.2889563},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/CuiLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChangSZ19,
author = {Daqing Chang and
Shiliang Sun and
Changshui Zhang},
title = {An Accelerated Linearly Convergent Stochastic {L-BFGS} Algorithm},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {11},
pages = {3338--3346},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2019.2891088},
doi = {10.1109/TNNLS.2019.2891088},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChangSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YuZSSZ19,
author = {Xintong Yu and
Hongming Zhang and
Yangqiu Song and
Yan Song and
Changshui Zhang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {What You See is What You Get: Visual Pronoun Coreference Resolution
in Dialogues},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {5122--5131},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1516},
doi = {10.18653/V1/D19-1516},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YuZSSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuGFLZZ19,
author = {Xintong Yu and
Tszhang Guo and
Kun Fu and
Lei Li and
Changshui Zhang and
Jianwei Zhang},
title = {Image Captioning with Partially Rewarded Imitation Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851721},
doi = {10.1109/IJCNN.2019.8851721},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YuGFLZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoYZ19,
author = {Yiwen Guo and
Ziang Yan and
Changshui Zhang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Subspace Attack: Exploiting Promising Subspaces for Query-Efficient
Black-box Attacks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3820--3829},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2cad8fa47bbef282badbb8de5374b894-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuoYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09105,
author = {Yiwen Guo and
Wangmeng Zuo and
Changshui Zhang and
Yurong Chen},
title = {Deep Likelihood Network for Image Restoration with Multiple Degradations},
journal = {CoRR},
volume = {abs/1904.09105},
year = {2019},
url = {http://arxiv.org/abs/1904.09105},
eprinttype = {arXiv},
eprint = {1904.09105},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04392,
author = {Ziang Yan and
Yiwen Guo and
Changshui Zhang},
title = {Subspace Attack: Exploiting Promising Subspaces for Query-Efficient
Black-box Attacks},
journal = {CoRR},
volume = {abs/1906.04392},
year = {2019},
url = {http://arxiv.org/abs/1906.04392},
eprinttype = {arXiv},
eprint = {1906.04392},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00421,
author = {Xintong Yu and
Hongming Zhang and
Yangqiu Song and
Yan Song and
Changshui Zhang},
title = {What You See is What You Get: Visual Pronoun Coreference Resolution
in Dialogues},
journal = {CoRR},
volume = {abs/1909.00421},
year = {2019},
url = {http://arxiv.org/abs/1909.00421},
eprinttype = {arXiv},
eprint = {1909.00421},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04138,
author = {Jiang Lu and
Lei Li and
Changshui Zhang},
title = {Self-reinforcing Unsupervised Matching},
journal = {CoRR},
volume = {abs/1909.04138},
year = {2019},
url = {http://arxiv.org/abs/1909.04138},
eprinttype = {arXiv},
eprint = {1909.04138},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05916,
author = {Ziang Yan and
Yiwen Guo and
Changshui Zhang},
title = {Adversarial Margin Maximization Networks},
journal = {CoRR},
volume = {abs/1911.05916},
year = {2019},
url = {http://arxiv.org/abs/1911.05916},
eprinttype = {arXiv},
eprint = {1911.05916},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiangCLZW18,
author = {Jian Liang and
Kun Chen and
Ming Lin and
Changshui Zhang and
Fei Wang},
title = {Robust finite mixture regression for heterogeneous targets},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {6},
pages = {1509--1560},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0564-z},
doi = {10.1007/S10618-018-0564-Z},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LiangCLZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YanHZ18,
author = {Chengzhe Yan and
Jie Hu and
Changshui Zhang},
title = {Deep transformer: {A} framework for 2D text image rectification from
planar transformations},
journal = {Neurocomputing},
volume = {289},
pages = {32--43},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.02.015},
doi = {10.1016/J.NEUCOM.2018.02.015},
timestamp = {Thu, 06 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/YanHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/LuoLLWZDC18,
author = {Chongliang Luo and
Jian Liang and
Gen Li and
Fei Wang and
Changshui Zhang and
Dipak K. Dey and
Kun Chen},
title = {Leveraging mixed and incomplete outcomes via reduced-rank modeling},
journal = {J. Multivar. Anal.},
volume = {167},
pages = {378--394},
year = {2018},
url = {https://doi.org/10.1016/j.jmva.2018.04.011},
doi = {10.1016/J.JMVA.2018.04.011},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ma/LuoLLWZDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LuLYMZ18,
author = {Jiang Lu and
Jin Li and
Ziang Yan and
Fenghua Mei and
Changshui Zhang},
title = {Attribute-Based Synthetic Network (ABS-Net): Learning more from pseudo
feature representations},
journal = {Pattern Recognit.},
volume = {80},
pages = {129--142},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.03.006},
doi = {10.1016/J.PATCOG.2018.03.006},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LuLYMZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/YanWZ18,
author = {Chengzhe Yan and
Kailun Wu and
Changshui Zhang},
title = {A New Anchor-Labeling Method For Oriented Text Detection Using Dense
Detection Framework},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {9},
pages = {1295--1299},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2852954},
doi = {10.1109/LSP.2018.2852954},
timestamp = {Sat, 11 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/YanWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LuDZ18,
author = {Rui Lu and
Zhiyao Duan and
Changshui Zhang},
title = {Listen and Look: Audio-Visual Matching Assisted Speech Source Separation},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {9},
pages = {1315--1319},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2853566},
doi = {10.1109/LSP.2018.2853566},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/LuDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Zhang18,
author = {Changshui Zhang},
title = {Top Downloads in {IEEE} Xplore [Reader's Choice]},
journal = {{IEEE} Signal Process. Mag.},
volume = {35},
number = {4},
pages = {8--10},
year = {2018},
url = {https://doi.org/10.1109/MSP.2018.2826088},
doi = {10.1109/MSP.2018.2826088},
timestamp = {Tue, 10 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/Zhang18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChangLZ18,
author = {Daqing Chang and
Ming Lin and
Changshui Zhang},
title = {On the Generalization Ability of Online Gradient Descent Algorithm
Under the Quadratic Growth Condition},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {10},
pages = {5008--5019},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2764960},
doi = {10.1109/TNNLS.2017.2764960},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChangLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FuLJZ18,
author = {Kun Fu and
Jin Li and
Junqi Jin and
Changshui Zhang},
title = {Image-Text Surgery: Efficient Concept Learning in Image Captioning
by Generating Pseudopairs},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {12},
pages = {5910--5921},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2813306},
doi = {10.1109/TNNLS.2018.2813306},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FuLJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChuLLYZT18,
author = {Dejun Chu and
Rui Lu and
Jin Li and
Xintong Yu and
Changshui Zhang and
Qing Tao},
title = {Optimizing Top-k Multiclass {SVM} via Semismooth Newton Algorithm},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {12},
pages = {6264--6275},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2018.2826039},
doi = {10.1109/TNNLS.2018.2826039},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChuLLYZT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LuDZ18,
author = {Rui Lu and
Zhiyao Duan and
Changshui Zhang},
title = {Multi-Scale Recurrent Neural Network for Sound Event Detection},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {131--135},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462006},
doi = {10.1109/ICASSP.2018.8462006},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LuDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WuZ18,
author = {Kailun Wu and
Changshui Zhang},
title = {Deep Generative Adversarial Networks for the Sparse Signal Denoising},
booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018,
Beijing, China, August 20-24, 2018},
pages = {1127--1132},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICPR.2018.8546246},
doi = {10.1109/ICPR.2018.8546246},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/WuZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LuCWZZ18,
author = {Jiang Lu and
Zhong Cao and
Kailun Wu and
Gang Zhang and
Changshui Zhang},
editor = {Lefteri H. Tsoukalas and
{\'{E}}ric Gr{\'{e}}goire and
Miltiadis Alamaniotis},
title = {Boosting Few-Shot Image Recognition Via Domain Alignment Prototypical
Networks},
booktitle = {{IEEE} 30th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2018, 5-7 November 2018, Volos, Greece},
pages = {260--264},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICTAI.2018.00048},
doi = {10.1109/ICTAI.2018.00048},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/LuCWZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoZZC18,
author = {Yiwen Guo and
Chao Zhang and
Changshui Zhang and
Yurong Chen},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Sparse DNNs with Improved Adversarial Robustness},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {240--249},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4c5bde74a8f110656874902f07378009-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuoZZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanGZ18,
author = {Ziang Yan and
Yiwen Guo and
Changshui Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Deep Defense: Training DNNs with Improved Adversarial Robustness},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {417--426},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8f121ce07d74717e0b1f21d122e04521-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YanGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuJZ18,
author = {Hu Liu and
Sheng Jin and
Changshui Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Connectionist Temporal Classification with Maximum Entropy Regularization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {839--849},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e44fea3bec53bcea3b7513ccef5857ac-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00404,
author = {Ziang Yan and
Yiwen Guo and
Changshui Zhang},
title = {DeepDefense: Training Deep Neural Networks with Improved Robustness},
journal = {CoRR},
volume = {abs/1803.00404},
year = {2018},
url = {http://arxiv.org/abs/1803.00404},
eprinttype = {arXiv},
eprint = {1803.00404},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06546,
author = {Jian Liang and
Ziqi Liu and
Jiayu Zhou and
Xiaoqian Jiang and
Changshui Zhang and
Fei Wang},
title = {Model-Protected Multi-Task Learning},
journal = {CoRR},
volume = {abs/1809.06546},
year = {2018},
url = {http://arxiv.org/abs/1809.06546},
eprinttype = {arXiv},
eprint = {1809.06546},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09619,
author = {Yiwen Guo and
Chao Zhang and
Changshui Zhang and
Yurong Chen},
title = {Sparse DNNs with Improved Adversarial Robustness},
journal = {CoRR},
volume = {abs/1810.09619},
year = {2018},
url = {http://arxiv.org/abs/1810.09619},
eprinttype = {arXiv},
eprint = {1810.09619},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01839,
author = {Tianhong Li and
Jianguo Li and
Zhuang Liu and
Changshui Zhang},
title = {Knowledge Distillation from Few Samples},
journal = {CoRR},
volume = {abs/1812.01839},
year = {2018},
url = {http://arxiv.org/abs/1812.01839},
eprinttype = {arXiv},
eprint = {1812.01839},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/LuHZMZ17,
author = {Jiang Lu and
Jie Hu and
Guannan Zhao and
Fenghua Mei and
Changshui Zhang},
title = {An in-field automatic wheat disease diagnosis system},
journal = {Comput. Electron. Agric.},
volume = {142},
pages = {369--379},
year = {2017},
url = {https://doi.org/10.1016/j.compag.2017.09.012},
doi = {10.1016/J.COMPAG.2017.09.012},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/LuHZMZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itsm/HuZZL17,
author = {Wenzheng Hu and
Qing Zhuo and
Changshui Zhang and
Jianke Li},
title = {Fast Branch Convolutional Neural Network for Traffic Sign Recognition},
journal = {{IEEE} Intell. Transp. Syst. Mag.},
volume = {9},
number = {3},
pages = {114--126},
year = {2017},
url = {https://doi.org/10.1109/MITS.2017.2709780},
doi = {10.1109/MITS.2017.2709780},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/itsm/HuZZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/LiBHZ17,
author = {Hang Li and
Xiang Bai and
Xuanjing Huang and
Chang{-}shui Zhang},
title = {Preface},
journal = {J. Comput. Sci. Technol.},
volume = {32},
number = {4},
pages = {663--666},
year = {2017},
url = {https://doi.org/10.1007/s11390-017-1749-4},
doi = {10.1007/S11390-017-1749-4},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/LiBHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/ZhangLZLLWLZW17,
author = {Tao Zhang and
Qing Li and
Chang{-}shui Zhang and
Hua{-}wei Liang and
Ping Li and
Tianmiao Wang and
Shuo Li and
Yun{-}long Zhu and
Cheng Wu},
title = {Current trends in the development of intelligent unmanned autonomous
systems},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {18},
number = {1},
pages = {68--85},
year = {2017},
url = {https://doi.org/10.1631/FITEE.1601650},
doi = {10.1631/FITEE.1601650},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jzusc/ZhangLZLLWLZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FuJCSZ17,
author = {Kun Fu and
Junqi Jin and
Runpeng Cui and
Fei Sha and
Changshui Zhang},
title = {Aligning Where to See and What to Tell: Image Captioning with Region-Based
Attention and Scene-Specific Contexts},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {12},
pages = {2321--2334},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2642953},
doi = {10.1109/TPAMI.2016.2642953},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/FuJCSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChuZT17,
author = {Dejun Chu and
Changshui Zhang and
Qing Tao},
title = {A faster cutting plane algorithm with accelerated line search for
linear {SVM}},
journal = {Pattern Recognit.},
volume = {67},
pages = {127--138},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.02.006},
doi = {10.1016/J.PATCOG.2017.02.006},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ChuZT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/GodrichNTGZ17,
author = {Hana Godrich and
Arye Nehorai and
Ali Tajer and
Maria Sabrina Greco and
Changshui Zhang},
title = {Special Article Series on Signal Processing Education via Hands-On
and Design Projects [From the Guest Editors]},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {1},
pages = {13--15},
year = {2017},
url = {https://doi.org/10.1109/MSP.2016.2620199},
doi = {10.1109/MSP.2016.2620199},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/GodrichNTGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/ZhuoRJZ17,
author = {Qing Zhuo and
Yanpin Ren and
Yongheng Jiang and
Changshui Zhang},
title = {Hands-On Learning Through Racing: Signal processing and engineering
education through the China National Collegiate Intelligent Model
Car Competition},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {1},
pages = {31--39},
year = {2017},
url = {https://doi.org/10.1109/MSP.2016.2619985},
doi = {10.1109/MSP.2016.2619985},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/ZhuoRJZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CuiLZ17,
author = {Runpeng Cui and
Hu Liu and
Changshui Zhang},
title = {Recurrent Convolutional Neural Networks for Continuous Sign Language
Recognition by Staged Optimization},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1610--1618},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.175},
doi = {10.1109/CVPR.2017.175},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/CuiLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/HuGCZ17,
author = {Jie Hu and
Tszhang Guo and
Ji Cao and
Changshui Zhang},
title = {End-to-end Chinese text recognition},
booktitle = {2017 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017},
pages = {1407--1411},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/GlobalSIP.2017.8309193},
doi = {10.1109/GLOBALSIP.2017.8309193},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/HuGCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LuWDZ17,
author = {Rui Lu and
Kailun Wu and
Zhiyao Duan and
Changshui Zhang},
title = {Deep ranking: Triplet MatchNet for music metric learning},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {121--125},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952130},
doi = {10.1109/ICASSP.2017.7952130},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LuWDZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiuLSHYZ17,
author = {Zhuang Liu and
Jianguo Li and
Zhiqiang Shen and
Gao Huang and
Shoumeng Yan and
Changshui Zhang},
title = {Learning Efficient Convolutional Networks through Network Slimming},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {2755--2763},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.298},
doi = {10.1109/ICCV.2017.298},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiuLSHYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/YanYZ17,
author = {Ziang Yan and
Chengzhe Yan and
Changshui Zhang},
title = {Rare Chinese character recognition by Radical Extraction Network},
booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
pages = {924--929},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SMC.2017.8122728},
doi = {10.1109/SMC.2017.8122728},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/YanYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/YanHCZ17,
author = {Chengzhe Yan and
Jie Hu and
Runpeng Cui and
Changshui Zhang},
title = {Robust text image alignment with template for information retrieval},
booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
pages = {1874--1879},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SMC.2017.8122890},
doi = {10.1109/SMC.2017.8122890},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/YanHCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/LuDZ17,
author = {Rui Lu and
Zhiyao Duan and
Changshui Zhang},
title = {Metric learning based data augmentation for environmental sound classification},
booktitle = {2017 {IEEE} Workshop on Applications of Signal Processing to Audio
and Acoustics, {WASPAA} 2017, New Paltz, NY, USA, October 15-18, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/WASPAA.2017.8169983},
doi = {10.1109/WASPAA.2017.8169983},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/waspaa/LuDZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanLPLZ17,
author = {Ziang Yan and
Jian Liang and
Weishen Pan and
Jin Li and
Changshui Zhang},
title = {Weakly- and Semi-Supervised Object Detection with Expectation-Maximization
Algorithm},
journal = {CoRR},
volume = {abs/1702.08740},
year = {2017},
url = {http://arxiv.org/abs/1702.08740},
eprinttype = {arXiv},
eprint = {1702.08740},
timestamp = {Fri, 11 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YanLPLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuLYZ17,
author = {Jiang Lu and
Jin Li and
Ziang Yan and
Changshui Zhang},
title = {Zero-Shot Learning by Generating Pseudo Feature Representations},
journal = {CoRR},
volume = {abs/1703.06389},
year = {2017},
url = {http://arxiv.org/abs/1703.06389},
eprinttype = {arXiv},
eprint = {1703.06389},
timestamp = {Fri, 11 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LuLYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-06519,
author = {Zhuang Liu and
Jianguo Li and
Zhiqiang Shen and
Gao Huang and
Shoumeng Yan and
Changshui Zhang},
title = {Learning Efficient Convolutional Networks through Network Slimming},
journal = {CoRR},
volume = {abs/1708.06519},
year = {2017},
url = {http://arxiv.org/abs/1708.06519},
eprinttype = {arXiv},
eprint = {1708.06519},
timestamp = {Mon, 10 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-06519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08299,
author = {Jiang Lu and
Jie Hu and
Guannan Zhao and
Fenghua Mei and
Changshui Zhang},
title = {An In-field Automatic Wheat Disease Diagnosis System},
journal = {CoRR},
volume = {abs/1710.08299},
year = {2017},
url = {http://arxiv.org/abs/1710.08299},
eprinttype = {arXiv},
eprint = {1710.08299},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08883,
author = {Shiliang Sun and
Changshui Zhang and
Yi Zhang},
title = {Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network
Predictor},
journal = {CoRR},
volume = {abs/1712.08883},
year = {2017},
url = {http://arxiv.org/abs/1712.08883},
eprinttype = {arXiv},
eprint = {1712.08883},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/WuZSZLZZP16,
author = {Zhaohui Wu and
Yongdi Zhou and
Zhongzhi Shi and
Changshui Zhang and
Guanglin Li and
Xiaoxiang Zheng and
Nenggan Zheng and
Gang Pan},
title = {Cyborg Intelligence: Recent Progress and Future Directions},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {6},
pages = {44--50},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.105},
doi = {10.1109/MIS.2016.105},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/WuZSZLZZP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Lin0JWZ16,
author = {Ming Lin and
Lijun Zhang and
Rong Jin and
Shifeng Weng and
Changshui Zhang},
title = {Online kernel learning with nearly constant support vectors},
journal = {Neurocomputing},
volume = {179},
pages = {26--36},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.10.002},
doi = {10.1016/J.NEUCOM.2015.10.002},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Lin0JWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/QinLLPZ16,
author = {Hongwei Qin and
Xiu Li and
Jian Liang and
YiGang Peng and
Changshui Zhang},
title = {DeepFish: Accurate underwater live fish recognition with a deep architecture},
journal = {Neurocomputing},
volume = {187},
pages = {49--58},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.10.122},
doi = {10.1016/J.NEUCOM.2015.10.122},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/QinLLPZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/WuHKRZC16,
author = {Min Wu and
Adi Hajj{-}Ahmad and
Matthias Kirchner and
Yanpin Ren and
Changshui Zhang and
Patrizio Campisi},
title = {Location Signatures That You Don't See: Highlights from the {IEEE}
Signal Processing Cup 2016 Student Competition {[SP} Education]},
journal = {{IEEE} Signal Process. Mag.},
volume = {33},
number = {5},
pages = {149--156},
year = {2016},
url = {https://doi.org/10.1109/MSP.2016.2581738},
doi = {10.1109/MSP.2016.2581738},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/WuHKRZC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ShiZZ16,
author = {Zhenwei Shi and
Zhengxia Zou and
Changshui Zhang},
title = {Real-Time Traffic Light Detection With Adaptive Background Suppression
Filter},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {17},
number = {3},
pages = {690--700},
year = {2016},
url = {https://doi.org/10.1109/TITS.2015.2481459},
doi = {10.1109/TITS.2015.2481459},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ShiZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/LiangLZW16,
author = {Jian Liang and
Rui Lu and
Changshui Zhang and
Fei Wang},
title = {Predicting Seizures from Electroencephalography Recordings: {A} Knowledge
Transfer Strategy},
booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2016, Chicago, IL, USA, October 4-7, 2016},
pages = {184--191},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICHI.2016.27},
doi = {10.1109/ICHI.2016.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/LiangLZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/LiangLZW16a,
author = {Jian Liang and
Rui Lu and
Changshui Zhang and
Fei Wang},
title = {Poster Paper: Predicting Seizures from Electroencephalography Recordings:
{A} Knowledge Transfer Strategy},
booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2016, Chicago, IL, USA, October 4-7, 2016},
pages = {315},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICHI.2016.57},
doi = {10.1109/ICHI.2016.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/LiangLZW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangZZ16,
author = {Zhigang Wang and
Zeng{-}Shun Zhao and
Changshui Zhang},
title = {Learning with only multiple instance positive bags},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {334--341},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727217},
doi = {10.1109/IJCNN.2016.7727217},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanHZ16,
author = {Chengzhe Yan and
Jie Hu and
Changshui Zhang},
title = {A {DNN} Framework For Text Image Rectification From Planar Transformations},
journal = {CoRR},
volume = {abs/1611.04298},
year = {2016},
url = {http://arxiv.org/abs/1611.04298},
eprinttype = {arXiv},
eprint = {1611.04298},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YanHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/XiangMWPZ15,
author = {Shiming Xiang and
Gaofeng Meng and
Ying Wang and
Chunhong Pan and
Changshui Zhang},
title = {Image Deblurring with Coupled Dictionary Learning},
journal = {Int. J. Comput. Vis.},
volume = {114},
number = {2-3},
pages = {248--271},
year = {2015},
url = {https://doi.org/10.1007/s11263-014-0755-z},
doi = {10.1007/S11263-014-0755-Z},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/XiangMWPZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangZWZ15,
author = {Zhigang Wang and
Zeng{-}Shun Zhao and
Shifeng Weng and
Changshui Zhang},
title = {Solving one-class problem with outlier examples by {SVM}},
journal = {Neurocomputing},
volume = {149},
pages = {100--105},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.03.072},
doi = {10.1016/J.NEUCOM.2014.03.072},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangZWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PanLHZ15,
author = {Zheng Pan and
Ming Lin and
Guangdong Hou and
Changshui Zhang},
title = {Damping proximal coordinate descent algorithm for non-convex regularization},
journal = {Neurocomputing},
volume = {152},
pages = {151--163},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.11.009},
doi = {10.1016/J.NEUCOM.2014.11.009},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PanLHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HouCPZ15,
author = {Guangdong Hou and
Runpeng Cui and
Zheng Pan and
Changshui Zhang},
title = {Tree-based compact hashing for approximate nearest neighbor search},
journal = {Neurocomputing},
volume = {166},
pages = {271--281},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.04.012},
doi = {10.1016/J.NEUCOM.2015.04.012},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HouCPZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/WangZWZ15,
author = {Zhigang Wang and
Zeng{-}Shun Zhao and
Shifeng Weng and
Changshui Zhang},
title = {Incremental multiple instance outlier detection},
journal = {Neural Comput. Appl.},
volume = {26},
number = {4},
pages = {957--968},
year = {2015},
url = {https://doi.org/10.1007/s00521-014-1750-6},
doi = {10.1007/S00521-014-1750-6},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/WangZWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/PanZ15,
author = {Zheng Pan and
Changshui Zhang},
title = {Relaxed sparse eigenvalue conditions for sparse estimation via non-convex
regularized regression},
journal = {Pattern Recognit.},
volume = {48},
number = {1},
pages = {231--243},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2014.06.018},
doi = {10.1016/J.PATCOG.2014.06.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/PanZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LinWZ15,
author = {Ming Lin and
Fei Wang and
Changshui Zhang},
title = {Large-scale eigenvector approximation via Hilbert Space Embedding
Nystr{\"{o}}m},
journal = {Pattern Recognit.},
volume = {48},
number = {5},
pages = {1904--1912},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2014.11.017},
doi = {10.1016/J.PATCOG.2014.11.017},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LinWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/AnSWZ15,
author = {Zhenyu An and
Zhenwei Shi and
Ying Wu and
Changshui Zhang},
title = {A novel unsupervised approach to discovering regions of interest in
traffic images},
journal = {Pattern Recognit.},
volume = {48},
number = {8},
pages = {2581--2591},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.01.029},
doi = {10.1016/J.PATCOG.2015.01.029},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/AnSWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/TangSWZ15,
author = {Wei Tang and
Zhenwei Shi and
Ying Wu and
Changshui Zhang},
title = {Sparse Unmixing of Hyperspectral Data Using Spectral {A} Priori Information},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {2},
pages = {770--783},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2014.2328336},
doi = {10.1109/TGRS.2014.2328336},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/TangSWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuLZ15,
author = {Zhen Hu and
Ming Lin and
Changshui Zhang},
title = {Dependent Online Kernel Learning With Constant Number of Random Fourier
Features},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {10},
pages = {2464--2476},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2387313},
doi = {10.1109/TNNLS.2014.2387313},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HuLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscide/PanHZ15,
author = {Weishen Pan and
Guangdong Hou and
Changshui Zhang},
editor = {Xiaofei He and
Xinbo Gao and
Yanning Zhang and
Zhi{-}Hua Zhou and
Zhiyong Liu and
Baochuan Fu and
Fuyuan Hu and
Zhancheng Zhang},
title = {Automatic Methods for Screening and Assessing Scoliosis by 2-D Digital
Images},
booktitle = {Intelligence Science and Big Data Engineering. Image and Video Data
Engineering - 5th International Conference, IScIDE 2015, Suzhou, China,
June 14-16, 2015, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9242},
pages = {392--400},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23989-7\_40},
doi = {10.1007/978-3-319-23989-7\_40},
timestamp = {Mon, 19 Apr 2021 14:35:00 +0200},
biburl = {https://dblp.org/rec/conf/iscide/PanHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscide/SongYDZ15,
author = {Yanglei Song and
Yifei Yang and
Weibei Dou and
Changshui Zhang},
editor = {Xiaofei He and
Xinbo Gao and
Yanning Zhang and
Zhi{-}Hua Zhou and
Zhiyong Liu and
Baochuan Fu and
Fuyuan Hu and
Zhancheng Zhang},
title = {Graph-Based Semi-Supervised Learning on Evolutionary Data},
booktitle = {Intelligence Science and Big Data Engineering. Big Data and Machine
Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou,
China, June 14-16, 2015, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9243},
pages = {467--476},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23862-3\_46},
doi = {10.1007/978-3-319-23862-3\_46},
timestamp = {Mon, 19 Apr 2021 14:35:00 +0200},
biburl = {https://dblp.org/rec/conf/iscide/SongYDZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HouCZ15,
author = {Guangdong Hou and
Runpeng Cui and
Changshui Zhang},
title = {A Real-Time Hand Pose Estimation System with Retrieval},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {1738--1744},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.305},
doi = {10.1109/SMC.2015.305},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/HouCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/CuiHZ15,
author = {Runpeng Cui and
Guangdong Hou and
Changshui Zhang},
title = {Visual Tracking via Part-Based Model with Auxiliary Objects},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {3004--3010},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.523},
doi = {10.1109/SMC.2015.523},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/CuiHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JinFCSZ15,
author = {Junqi Jin and
Kun Fu and
Runpeng Cui and
Fei Sha and
Changshui Zhang},
title = {Aligning where to see and what to tell: image caption with region-based
attention and scene factorization},
journal = {CoRR},
volume = {abs/1506.06272},
year = {2015},
url = {http://arxiv.org/abs/1506.06272},
eprinttype = {arXiv},
eprint = {1506.06272},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JinFCSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangZZ14,
author = {Yanning Zhang and
Zhi{-}Hua Zhou and
Changshui Zhang},
title = {Special issue on the Sino-foreign-interchange workshop on intelligence
science and intelligent data engineering},
journal = {Neurocomputing},
volume = {134},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.12.051},
doi = {10.1016/J.NEUCOM.2013.12.051},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LongSTZ14,
author = {Jiao Long and
Zhenwei Shi and
Wei Tang and
Changshui Zhang},
title = {Single Remote Sensing Image Dehazing},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {11},
number = {1},
pages = {59--63},
year = {2014},
url = {https://doi.org/10.1109/LGRS.2013.2245857},
doi = {10.1109/LGRS.2013.2245857},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/LongSTZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/HouNWYZ14,
author = {Chenping Hou and
Feiping Nie and
Hua Wang and
Dongyun Yi and
Changshui Zhang},
title = {Learning high-dimensional correspondence via manifold learning and
local approximation},
journal = {Neural Comput. Appl.},
volume = {24},
number = {7-8},
pages = {1555--1568},
year = {2014},
url = {https://doi.org/10.1007/s00521-013-1369-z},
doi = {10.1007/S00521-013-1369-Z},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/HouNWYZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HouNZYW14,
author = {Chenping Hou and
Feiping Nie and
Changshui Zhang and
Dongyun Yi and
Yi Wu},
title = {Multiple rank multi-linear {SVM} for matrix data classification},
journal = {Pattern Recognit.},
volume = {47},
number = {1},
pages = {454--469},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.07.002},
doi = {10.1016/J.PATCOG.2013.07.002},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HouNZYW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WangJJHZQ14,
author = {Jingdong Wang and
Huaizu Jiang and
Yangqing Jia and
Xian{-}Sheng Hua and
Changshui Zhang and
Long Quan},
title = {Regularized Tree Partitioning and Its Application to Unsupervised
Image Segmentation},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {4},
pages = {1909--1922},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2307479},
doi = {10.1109/TIP.2014.2307479},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/WangJJHZQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/JinFZ14,
author = {Junqi Jin and
Kun Fu and
Changshui Zhang},
title = {Traffic Sign Recognition With Hinge Loss Trained Convolutional Neural
Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {15},
number = {5},
pages = {1991--2000},
year = {2014},
url = {https://doi.org/10.1109/TITS.2014.2308281},
doi = {10.1109/TITS.2014.2308281},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/JinFZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeZ14,
author = {Peng He and
Changshui Zhang},
title = {Non-Asymptotic Analysis of Relational Learning with One Network},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {320--327},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/he14a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeZ14a,
author = {Peng He and
Changshui Zhang},
title = {Exploiting the Limits of Structure Learning via Inherent Symmetry},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {328--337},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/he14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeZ14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccpr/HuHZ14,
author = {Zhen Hu and
Wenzheng Hu and
Changshui Zhang},
editor = {Shutao Li and
Chenglin Liu and
Yaonan Wang},
title = {Training Deep Belief Network with Sparse Hidden Units},
booktitle = {Pattern Recognition - 6th Chinese Conference, {CCPR} 2014, Changsha,
China, November 17-19, 2014. Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {483},
pages = {11--20},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-45646-0\_2},
doi = {10.1007/978-3-662-45646-0\_2},
timestamp = {Wed, 24 May 2017 08:30:07 +0200},
biburl = {https://dblp.org/rec/conf/ccpr/HuHZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinasip/HouCZ14,
author = {Guangdong Hou and
Daqing Chang and
Changshui Zhang},
title = {Hand segmentation with metric learning superpixels},
booktitle = {{IEEE} China Summit {\&} International Conference on Signal and
Information Processing, ChinaSIP 2014, Xi'an, China, July 9-13, 2014},
pages = {455--459},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ChinaSIP.2014.6889284},
doi = {10.1109/CHINASIP.2014.6889284},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/chinasip/HouCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PickupPWSZZSF14,
author = {Lyndsey C. Pickup and
Zheng Pan and
Donglai Wei and
Yi{-}Chang Shih and
Changshui Zhang and
Andrew Zisserman and
Bernhard Sch{\"{o}}lkopf and
William T. Freeman},
title = {Seeing the Arrow of Time},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {2043--2050},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.262},
doi = {10.1109/CVPR.2014.262},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PickupPWSZZSF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuRZZ14,
author = {Shaofeng Hu and
Jiangtao Ren and
Changshui Zhang and
Chaogui Zhang},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Domain Transfer via Multiple Sources Regularization},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {522--533},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_43},
doi = {10.1007/978-3-319-06605-9\_43},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HuRZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LinJZ14,
author = {Ming Lin and
Rong Jin and
Changshui Zhang},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Efficient Sparse Recovery via Adaptive Non-Convex Regularizers with
Oracle Property},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {505--514},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2486\&\#38;proceeding\_id=30},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LinJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/HouNJZW13,
author = {Chenping Hou and
Feiping Nie and
Yuanyuan Jiao and
Changshui Zhang and
Yi Wu},
title = {Learning a subspace for clustering via pattern shrinking},
journal = {Inf. Process. Manag.},
volume = {49},
number = {4},
pages = {871--883},
year = {2013},
url = {https://doi.org/10.1016/j.ipm.2013.01.004},
doi = {10.1016/J.IPM.2013.01.004},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/HouNJZW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GongYZ13,
author = {Pinghua Gong and
Jieping Ye and
Changshui Zhang},
title = {Multi-stage multi-task feature learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2979--3010},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567756},
doi = {10.5555/2567709.2567756},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GongYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/YangHZW13,
author = {Shizhun Yang and
Chenping Hou and
Changshui Zhang and
Yi Wu},
title = {Robust non-negative matrix factorization via joint sparse and graph
regularization for transfer learning},
journal = {Neural Comput. Appl.},
volume = {23},
number = {2},
pages = {541--559},
year = {2013},
url = {https://doi.org/10.1007/s00521-013-1371-5},
doi = {10.1007/S00521-013-1371-5},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/YangHZW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinWZ13,
author = {Ming Lin and
Shifeng Weng and
Changshui Zhang},
title = {On the Sample Complexity of Random Fourier Features for Online Learning:
How Many Random Fourier Features Do We Need?},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {3},
pages = {13:1--13:19},
year = {2013},
url = {https://doi.org/10.1145/2611378},
doi = {10.1145/2611378},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LinWZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acpr/SongWZ13,
author = {Chengru Song and
Shifeng Weng and
Changshui Zhang},
title = {Automatic Elements Extraction of Chinese Web News Using Prior Information
of Content and Structure},
booktitle = {2nd {IAPR} Asian Conference on Pattern Recognition, {ACPR} 2013, Naha,
Japan, November 5-8, 2013},
pages = {340--345},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ACPR.2013.52},
doi = {10.1109/ACPR.2013.52},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/acpr/SongWZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PanZ13,
author = {Zheng Pan and
Changshui Zhang},
title = {High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {481--488},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/pan13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PanZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinasip/ZhangZW13,
author = {Zhiqiang Zhang and
Changshui Zhang and
Shifeng Weng},
title = {Music playlist prediction via detecting song moods},
booktitle = {2013 {IEEE} China Summit and International Conference on Signal and
Information Processing, ChinaSIP 2013, Beijing, China, July 6-10,
2013},
pages = {174--178},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ChinaSIP.2013.6625322},
doi = {10.1109/CHINASIP.2013.6625322},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/chinasip/ZhangZW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiGGZ13,
author = {Han Li and
Kun Gai and
Pinghua Gong and
Changshui Zhang},
title = {Efficient blind separation of reflection layers with nonparametric
transformations},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {1641--1645},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6637930},
doi = {10.1109/ICASSP.2013.6637930},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiGGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GongZLHY13,
author = {Pinghua Gong and
Changshui Zhang and
Zhaosong Lu and
Jianhua Huang and
Jieping Ye},
title = {A General Iterative Shrinkage and Thresholding Algorithm for Non-convex
Regularized Optimization Problems},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {37--45},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/gong13a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GongZLHY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangHZWW13,
author = {Shizhun Yang and
Chenping Hou and
Changshui Zhang and
Yi Wu and
Shifeng Weng},
title = {Robust non-negative matrix factorization via joint sparse and graph
regularization},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706859},
doi = {10.1109/IJCNN.2013.6706859},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YangHZWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscide/ChangZW13,
author = {Daqing Chang and
Changshui Zhang and
Shifeng Weng},
editor = {Changyin Sun and
Fang Fang and
Zhi{-}Hua Zhou and
Wankou Yang and
Zhiyong Liu},
title = {Methods for Photomosaic Generation Based on Different Image Similarity
and Division Strategies},
booktitle = {Intelligence Science and Big Data Engineering - 4th International
Conference, IScIDE 2013, Beijing, China, July 31 - August 2, 2013,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8261},
pages = {682--690},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42057-3\_86},
doi = {10.1007/978-3-642-42057-3\_86},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/iscide/ChangZW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/WangZZ13,
author = {Zhigang Wang and
Zeng{-}Shun Zhao and
Changshui Zhang},
editor = {Chengan Guo and
Zeng{-}Guang Hou and
Zhigang Zeng},
title = {{SVM-SVDD:} {A} New Method to Solve Data Description Problem with
Negative Examples},
booktitle = {Advances in Neural Networks - {ISNN} 2013 - 10th International Symposium
on Neural Networks, Dalian, China, July 4-6, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7951},
pages = {283--290},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39065-4\_35},
doi = {10.1007/978-3-642-39065-4\_35},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/isnn/WangZZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-4434,
author = {Pinghua Gong and
Changshui Zhang and
Zhaosong Lu and
Jianhua Huang and
Jieping Ye},
title = {A General Iterative Shrinkage and Thresholding Algorithm for Non-convex
Regularized Optimization Problems},
journal = {CoRR},
volume = {abs/1303.4434},
year = {2013},
url = {http://arxiv.org/abs/1303.4434},
eprinttype = {arXiv},
eprint = {1303.4434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-4434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PanZ13,
author = {Zheng Pan and
Changshui Zhang},
title = {A Theory of High-dimensional Sparse Estimation via Non-Convex Regularized
Regression},
journal = {CoRR},
volume = {abs/1306.3343},
year = {2013},
url = {http://arxiv.org/abs/1306.3343},
eprinttype = {arXiv},
eprint = {1306.3343},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PanZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangKZ12,
author = {Liqing Zhang and
James Tin{-}Yau Kwok and
Changshui Zhang},
title = {A brief introduction to the special issue for {ISNN2010}},
journal = {Neurocomputing},
volume = {76},
number = {1},
pages = {1},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.08.012},
doi = {10.1016/J.NEUCOM.2011.08.012},
timestamp = {Mon, 25 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhangKZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoZZHZ12,
author = {Zeng{-}Shun Zhao and
Li Zhang and
Meng Zhao and
Zeng{-}Guang Hou and
Changshui Zhang},
title = {Gabor face recognition by multi-channel classifier fusion of supervised
kernel manifold learning},
journal = {Neurocomputing},
volume = {97},
pages = {398--404},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2012.05.005},
doi = {10.1016/J.NEUCOM.2012.05.005},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhaoZZHZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/YangLHZW12,
author = {Shizhun Yang and
Ming Lin and
Chenping Hou and
Changshui Zhang and
Yi Wu},
title = {A general framework for transfer sparse subspace learning},
journal = {Neural Comput. Appl.},
volume = {21},
number = {7},
pages = {1801--1817},
year = {2012},
url = {https://doi.org/10.1007/s00521-012-1084-1},
doi = {10.1007/S00521-012-1084-1},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/YangLHZW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GaiSZ12,
author = {Kun Gai and
Zhenwei Shi and
Changshui Zhang},
title = {Blind Separation of Superimposed Moving Images Using Image Statistics},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {1},
pages = {19--32},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.87},
doi = {10.1109/TPAMI.2011.87},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GaiSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/XiangMWPZ12,
author = {Shiming Xiang and
Gaofeng Meng and
Ying Wang and
Chunhong Pan and
Changshui Zhang},
title = {Image deblurring with matrix regression and gradient evolution},
journal = {Pattern Recognit.},
volume = {45},
number = {6},
pages = {2164--2179},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.11.026},
doi = {10.1016/J.PATCOG.2011.11.026},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/XiangMWPZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GongZ12,
author = {Pinghua Gong and
Changshui Zhang},
title = {Efficient Nonnegative Matrix Factorization via projected Newton method},
journal = {Pattern Recognit.},
volume = {45},
number = {9},
pages = {3557--3565},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2012.02.037},
doi = {10.1016/J.PATCOG.2012.02.037},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GongZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/NieXLHZ12,
author = {Feiping Nie and
Shiming Xiang and
Yun Liu and
Chenping Hou and
Changshui Zhang},
title = {Orthogonal vs. uncorrelated least squares discriminant analysis for
feature extraction},
journal = {Pattern Recognit. Lett.},
volume = {33},
number = {5},
pages = {485--491},
year = {2012},
url = {https://doi.org/10.1016/j.patrec.2011.11.028},
doi = {10.1016/J.PATREC.2011.11.028},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/NieXLHZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XiangNMPZ12,
author = {Shiming Xiang and
Feiping Nie and
Gaofeng Meng and
Chunhong Pan and
Changshui Zhang},
title = {Discriminative Least Squares Regression for Multiclass Classification
and Feature Selection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {11},
pages = {1738--1754},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2012.2212721},
doi = {10.1109/TNNLS.2012.2212721},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/XiangNMPZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GongZ12,
author = {Pinghua Gong and
Changshui Zhang},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Efficient Multi-Stage Conjugate Gradient for Trust Region Step},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {921--928},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8272},
doi = {10.1609/AAAI.V26I1.8272},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GongZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhuGZZ12,
author = {Xiaoqiang Zhu and
Pinghua Gong and
Zeng{-}Shun Zhao and
Changshui Zhang},
title = {Learning similarity metric with {SVM}},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252829},
doi = {10.1109/IJCNN.2012.6252829},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhuGZZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GongYZ12,
author = {Pinghua Gong and
Jieping Ye and
Changshui Zhang},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Robust multi-task feature learning},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {895--903},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339672},
doi = {10.1145/2339530.2339672},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GongYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GongYZ12,
author = {Pinghua Gong and
Jieping Ye and
Changshui Zhang},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Multi-Stage Multi-Task Feature Learning},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1997--2005},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/2ab56412b1163ee131e1246da0955bd1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GongYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccpr/2012,
editor = {Cheng{-}Lin Liu and
Changshui Zhang and
Liang Wang},
title = {Pattern Recognition - Chinese Conference, {CCPR} 2012, Beijing, China,
September 24-26, 2012. Proceedings},
series = {Communications in Computer and Information Science},
volume = {321},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33506-8},
doi = {10.1007/978-3-642-33506-8},
isbn = {978-3-642-33505-1},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccpr/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iscide/2011,
editor = {Yanning Zhang and
Zhi{-}Hua Zhou and
Changshui Zhang and
Ying Li},
title = {Intelligent Science and Intelligent Data Engineering - Second Sino-foreign-interchange
Workshop, IScIDE 2011, Xi'an, China, October 23-25, 2011, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7202},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31919-8},
doi = {10.1007/978-3-642-31919-8},
isbn = {978-3-642-31918-1},
timestamp = {Tue, 11 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscide/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-4307,
author = {Han Li and
Kun Gai and
Pinghua Gong and
Changshui Zhang},
title = {Efficient Superimposition Recovering Algorithm},
journal = {CoRR},
volume = {abs/1211.4307},
year = {2012},
url = {http://arxiv.org/abs/1211.4307},
eprinttype = {arXiv},
eprint = {1211.4307},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-4307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangZ11,
author = {Jianwen Zhang and
Changshui Zhang},
title = {Multitask Bregman clustering},
journal = {Neurocomputing},
volume = {74},
number = {10},
pages = {1720--1734},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2011.02.004},
doi = {10.1016/J.NEUCOM.2011.02.004},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GongGZ11,
author = {Pinghua Gong and
Kun Gai and
Changshui Zhang},
title = {Efficient Euclidean projections via Piecewise Root Finding and its
application in gradient projection},
journal = {Neurocomputing},
volume = {74},
number = {17},
pages = {2754--2766},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2011.02.019},
doi = {10.1016/J.NEUCOM.2011.02.019},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GongGZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/ChenWSZ11,
author = {Shouchun Chen and
Fei Wang and
Yangqiu Song and
Changshui Zhang},
title = {Semi-supervised ranking aggregation},
journal = {Inf. Process. Manag.},
volume = {47},
number = {3},
pages = {415--425},
year = {2011},
url = {https://doi.org/10.1016/j.ipm.2010.09.003},
doi = {10.1016/J.IPM.2010.09.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ChenWSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangYZ11,
author = {Zheng Wang and
Shuicheng Yan and
Changshui Zhang},
title = {Active learning with adaptive regularization},
journal = {Pattern Recognit.},
volume = {44},
number = {10-11},
pages = {2375--2383},
year = {2011},
url = {https://doi.org/10.1016/j.patcog.2011.03.008},
doi = {10.1016/J.PATCOG.2011.03.008},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WangYZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/XiangPNZ11a,
author = {Shiming Xiang and
Chunhong Pan and
Feiping Nie and
Changshui Zhang},
title = {Interactive Image Segmentation With Multiple Linear Reconstructions
in Windows},
journal = {{IEEE} Trans. Multim.},
volume = {13},
number = {2},
pages = {342--352},
year = {2011},
url = {https://doi.org/10.1109/TMM.2010.2103930},
doi = {10.1109/TMM.2010.2103930},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/XiangPNZ11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HouNWZW11,
author = {Chenping Hou and
Feiping Nie and
Fei Wang and
Changshui Zhang and
Yi Wu},
title = {Semisupervised Learning Using Negative Labels},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {3},
pages = {420--432},
year = {2011},
url = {https://doi.org/10.1109/TNN.2010.2099237},
doi = {10.1109/TNN.2010.2099237},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HouNWZW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangZZ11,
author = {Fei Wang and
Bin Zhao and
Changshui Zhang},
title = {Unsupervised Large Margin Discriminative Projection},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {9},
pages = {1446--1456},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2161772},
doi = {10.1109/TNN.2011.2161772},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangZZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NieZTXZ11,
author = {Feiping Nie and
Zinan Zeng and
Ivor W. Tsang and
Dong Xu and
Changshui Zhang},
title = {Spectral Embedded Clustering: {A} Framework for In-Sample and Out-of-Sample
Spectral Clustering},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {11},
pages = {1796--1808},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2162000},
doi = {10.1109/TNN.2011.2162000},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/NieZTXZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AgaianTJCZC11,
author = {Sos S. Agaian and
Jinshan Tang and
Sabah Jassim and
C. L. Philip Chen and
Changshui Zhang and
Yongyan Cao},
title = {Guest Editorial Introduction to the Special Issue on Pattern Recognition
Technologies for Anti-Terrorism Applications},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {41},
number = {5},
pages = {561--564},
year = {2011},
url = {https://doi.org/10.1109/TSMCC.2011.2157403},
doi = {10.1109/TSMCC.2011.2157403},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/AgaianTJCZC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/XiangNPZ11,
author = {Shiming Xiang and
Feiping Nie and
Chunhong Pan and
Changshui Zhang},
title = {Regression Reformulations of {LLE} and {LTSA} With Locally Linear
Transformation},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {5},
pages = {1250--1262},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2011.2123886},
doi = {10.1109/TSMCB.2011.2123886},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/XiangNPZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/LeiZ11,
author = {Shaoze Lei and
Changshui Zhang},
title = {Solve {JIGSAW} puzzle problems with Co-Normalization},
booktitle = {17th International Conference on Digital Signal Processing, {DSP}
2011, Corfu, Greece, July 6-8, 2011},
pages = {1--6},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICDSP.2011.6004872},
doi = {10.1109/ICDSP.2011.6004872},
timestamp = {Thu, 04 Feb 2021 10:37:05 +0100},
biburl = {https://dblp.org/rec/conf/icdsp/LeiZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ChengZG11,
author = {Jian Cheng and
Changshui Zhang and
Yi{-}Nan Guo},
editor = {Yongsheng Ding and
Haiying Wang and
Ning Xiong and
Kuangrong Hao and
Lipo Wang},
title = {Patterns classification of nonlinear multi-dimensional time series
based on manifold learning},
booktitle = {Seventh International Conference on Natural Computation, {ICNC} 2011,
Shanghai, China, 26-28 July, 2011},
pages = {373--377},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICNC.2011.6022122},
doi = {10.1109/ICNC.2011.6022122},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/icnc/ChengZG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GongZ11,
author = {Pinghua Gong and
Changshui Zhang},
editor = {Toby Walsh},
title = {A Fast Dual Projected Newton Method for l\({}_{\mbox{1}}\)-Regularized
Least Squares},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1275--1280},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-216},
doi = {10.5591/978-1-57735-516-8/IJCAI11-216},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GongZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LeiZWZ11,
author = {Shaoze Lei and
Jianwen Zhang and
Shifeng Weng and
Changshui Zhang},
title = {Topic model with constrainted word burstiness intensities},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {68--74},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033201},
doi = {10.1109/IJCNN.2011.6033201},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LeiZWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BanZATK11,
author = {Tao Ban and
Changshui Zhang and
Shigeo Abe and
Takeshi Takahashi and
Youki Kadobayashi},
editor = {William C. Chu and
W. Eric Wong and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {Mining interlacing manifolds in high dimensional spaces},
booktitle = {Proceedings of the 2011 {ACM} Symposium on Applied Computing (SAC),
TaiChung, Taiwan, March 21 - 24, 2011},
pages = {942--949},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1982185.1982392},
doi = {10.1145/1982185.1982392},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/BanZATK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangCS10,
author = {Changshui Zhang and
Qutang Cai and
Yangqiu Song},
title = {Boosting with pairwise constraints},
journal = {Neurocomputing},
volume = {73},
number = {4-6},
pages = {908--919},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2009.09.013},
doi = {10.1016/J.NEUCOM.2009.09.013},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangCS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangNX10,
author = {Changshui Zhang and
Feiping Nie and
Shiming Xiang},
title = {A general kernelization framework for learning algorithms based on
kernel {PCA}},
journal = {Neurocomputing},
volume = {73},
number = {4-6},
pages = {959--967},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2009.08.014},
doi = {10.1016/J.NEUCOM.2009.08.014},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangNX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/WangZ10,
author = {Shijun Wang and
Changshui Zhang},
title = {Collaborative Learning by Boosting in Distributed Environments},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {24},
number = {5},
pages = {763--789},
year = {2010},
url = {https://doi.org/10.1142/S0218001410008147},
doi = {10.1142/S0218001410008147},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/WangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/NieXLZ10,
author = {Feiping Nie and
Shiming Xiang and
Yun Liu and
Changshui Zhang},
title = {A general graph-based semi-supervised learning with novel class discovery},
journal = {Neural Comput. Appl.},
volume = {19},
number = {4},
pages = {549--555},
year = {2010},
url = {https://doi.org/10.1007/s00521-009-0305-8},
doi = {10.1007/S00521-009-0305-8},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/NieXLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XiangNZ10,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang},
title = {Semi-Supervised Classification via Local Spline Regression},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {32},
number = {11},
pages = {2039--2053},
year = {2010},
url = {https://doi.org/10.1109/TPAMI.2010.35},
doi = {10.1109/TPAMI.2010.35},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/XiangNZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangWSZ10,
author = {Dan Zhang and
Fei Wang and
Zhenwei Shi and
Changshui Zhang},
title = {Interactive localized content based image retrieval with multiple-instance
active learning},
journal = {Pattern Recognit.},
volume = {43},
number = {2},
pages = {478--484},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2009.03.002},
doi = {10.1016/J.PATCOG.2009.03.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangWSZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HouZWN10,
author = {Chenping Hou and
Changshui Zhang and
Yi Wu and
Feiping Nie},
title = {Multiple view semi-supervised dimensionality reduction},
journal = {Pattern Recognit.},
volume = {43},
number = {3},
pages = {720--730},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2009.07.015},
doi = {10.1016/J.PATCOG.2009.07.015},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HouZWN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangW10,
author = {Changshui Zhang and
Fei Wang},
title = {A multilevel approach for learning from labeled and unlabeled data
on graphs},
journal = {Pattern Recognit.},
volume = {43},
number = {6},
pages = {2301--2314},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2009.12.025},
doi = {10.1016/J.PATCOG.2009.12.025},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DuanPZ10,
author = {Zhiyao Duan and
Bryan Pardo and
Changshui Zhang},
title = {Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks
and Non-Peak Regions},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {18},
number = {8},
pages = {2121--2133},
year = {2010},
url = {https://doi.org/10.1109/TASL.2010.2042119},
doi = {10.1109/TASL.2010.2042119},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/DuanPZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/NieXTZ10,
author = {Feiping Nie and
Dong Xu and
Ivor Wai{-}Hung Tsang and
Changshui Zhang},
title = {Flexible Manifold Embedding: {A} Framework for Semi-Supervised and
Unsupervised Dimension Reduction},
journal = {{IEEE} Trans. Image Process.},
volume = {19},
number = {7},
pages = {1921--1932},
year = {2010},
url = {https://doi.org/10.1109/TIP.2010.2044958},
doi = {10.1109/TIP.2010.2044958},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/NieXTZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/XiangPNZ10,
author = {Shiming Xiang and
Chunhong Pan and
Feiping Nie and
Changshui Zhang},
title = {TurboPixel Segmentation Using Eigen-Images},
journal = {{IEEE} Trans. Image Process.},
volume = {19},
number = {11},
pages = {3024--3034},
year = {2010},
url = {https://doi.org/10.1109/TIP.2010.2052268},
doi = {10.1109/TIP.2010.2052268},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/XiangPNZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangZZ10,
author = {Fei Wang and
Bin Zhao and
Changshui Zhang},
title = {Linear time maximum margin clustering},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {2},
pages = {319--332},
year = {2010},
url = {https://doi.org/10.1109/TNN.2009.2036998},
doi = {10.1109/TNN.2009.2036998},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangZZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenZCZ10,
author = {Shuo Chen and
Jianwen Zhang and
Guangyun Chen and
Changshui Zhang},
editor = {Maria Fox and
David Poole},
title = {What if the Irresponsible Teachers Are Dominating?},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {419--424},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7656},
doi = {10.1609/AAAI.V24I1.7656},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenZCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaiZ10,
author = {Kun Gai and
Changshui Zhang},
editor = {Maria Fox and
David Poole},
title = {Learning Discriminative Piecewise Linear Models with Boundary Points},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {444--450},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7660},
doi = {10.1609/AAAI.V24I1.7660},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaiZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ10,
author = {Jianwen Zhang and
Changshui Zhang},
editor = {Maria Fox and
David Poole},
title = {Multitask Bregman Clustering},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {655--660},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7674},
doi = {10.1609/AAAI.V24I1.7674},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/LvZWWZ10,
author = {Jiawei Lv and
Jianwen Zhang and
Fei Wang and
Zheng Wang and
Changshui Zhang},
editor = {Marcus Hutter and
Frank Stephan and
Vladimir Vovk and
Thomas Zeugmann},
title = {Compressed Learning with Regular Concept},
booktitle = {Algorithmic Learning Theory, 21st International Conference, {ALT}
2010, Canberra, Australia, October 6-8, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6331},
pages = {163--178},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16108-7\_16},
doi = {10.1007/978-3-642-16108-7\_16},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/LvZWWZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civr/WangFZY10,
author = {Zheng Wang and
Jiashi Feng and
Changshui Zhang and
Shuicheng Yan},
editor = {Shipeng Li and
Xinbo Gao and
Nicu Sebe},
title = {Learning to rank tags},
booktitle = {Proceedings of the 9th {ACM} International Conference on Image and
Video Retrieval, {CIVR} 2010, Xi'an, China, July 5-7, 2010},
pages = {42--49},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1816041.1816049},
doi = {10.1145/1816041.1816049},
timestamp = {Tue, 20 Apr 2021 16:59:22 +0200},
biburl = {https://dblp.org/rec/conf/civr/WangFZY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangSZ10,
author = {Zheng Wang and
Yangqiu Song and
Changshui Zhang},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Homotopy Regularization for Boosting},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1115--1120},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.14},
doi = {10.1109/ICDM.2010.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangSZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangSZL10,
author = {Jianwen Zhang and
Yangqiu Song and
Changshui Zhang and
Shixia Liu},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Evolutionary hierarchical dirichlet processes for multiple correlated
time-varying corpora},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {1079--1088},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835940},
doi = {10.1145/1835804.1835940},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangSZL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaiCZ10,
author = {Kun Gai and
Guangyun Chen and
Changshui Zhang},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Learning Kernels with Radiuses of Minimum Enclosing Balls},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {649--657},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/05049e90fa4f5039a8cadc6acbb4b2cc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GaiCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alr/ZhangW09,
author = {Changshui Zhang and
Fei Wang},
title = {Graph-based semi-supervised learning},
journal = {Artif. Life Robotics},
volume = {14},
number = {4},
pages = {445--448},
year = {2009},
url = {https://doi.org/10.1007/s10015-009-0719-5},
doi = {10.1007/S10015-009-0719-5},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/alr/ZhangW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CaiZP09,
author = {Qutang Cai and
Changshui Zhang and
Chunyi Peng},
title = {Analysis of classification margin for classification accuracy with
applications},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
pages = {1960--1968},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.03.015},
doi = {10.1016/J.NEUCOM.2008.03.015},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CaiZP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/ChenWZ09,
author = {Gang Chen and
Fei Wang and
Changshui Zhang},
title = {Collaborative filtering using orthogonal nonnegative matrix tri-factorization},
journal = {Inf. Process. Manag.},
volume = {45},
number = {3},
pages = {368--379},
year = {2009},
url = {https://doi.org/10.1016/j.ipm.2008.12.004},
doi = {10.1016/J.IPM.2008.12.004},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ChenWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/BanZA09,
author = {Tao Ban and
Changshui Zhang and
Shigeo Abe},
title = {A new approach to discover interlacing data structures in high-dimensional
space},
journal = {J. Intell. Inf. Syst.},
volume = {33},
number = {1},
pages = {3--22},
year = {2009},
url = {https://doi.org/10.1007/s10844-008-0055-6},
doi = {10.1007/S10844-008-0055-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/BanZA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/XiangNSZZ09,
author = {Shiming Xiang and
Feiping Nie and
Yangqiu Song and
Changshui Zhang and
Chunxia Zhang},
title = {Embedding new data points for manifold learning via coordinate propagation},
journal = {Knowl. Inf. Syst.},
volume = {19},
number = {2},
pages = {159--184},
year = {2009},
url = {https://doi.org/10.1007/s10115-008-0161-3},
doi = {10.1007/S10115-008-0161-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/XiangNSZZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ZhangNXH09,
author = {Changshui Zhang and
Feiping Nie and
Shiming Xiang and
Chenping Hou},
title = {Soft Constraint Harmonic Energy Minimization for Transductive Learning
and its Two Interpretations},
journal = {Neural Process. Lett.},
volume = {30},
number = {2},
pages = {89--102},
year = {2009},
url = {https://doi.org/10.1007/s11063-009-9110-8},
doi = {10.1007/S11063-009-9110-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ZhangNXH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/SongZLWXZ09,
author = {Yangqiu Song and
Changshui Zhang and
Jianguo Lee and
Fei Wang and
Shiming Xiang and
Dan Zhang},
title = {Semi-supervised discriminative classification with application to
tumorous tissues segmentation of {MR} brain images},
journal = {Pattern Anal. Appl.},
volume = {12},
number = {2},
pages = {99--115},
year = {2009},
url = {https://doi.org/10.1007/s10044-008-0104-3},
doi = {10.1007/S10044-008-0104-3},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/SongZLWXZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangWZSQ09,
author = {Jingdong Wang and
Fei Wang and
Changshui Zhang and
Helen C. Shen and
Long Quan},
title = {Linear Neighborhood Propagation and Its Applications},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {9},
pages = {1600--1615},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.216},
doi = {10.1109/TPAMI.2008.216},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/WangWZSQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/NieXSZ09,
author = {Feiping Nie and
Shiming Xiang and
Yangqiu Song and
Changshui Zhang},
title = {Extracting the optimal dimensionality for local tensor discriminant
analysis},
journal = {Pattern Recognit.},
volume = {42},
number = {1},
pages = {105--114},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2008.03.012},
doi = {10.1016/J.PATCOG.2008.03.012},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/NieXSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JiaZ09,
author = {Yangqing Jia and
Changshui Zhang},
title = {Front-view vehicle detection by Markov chain Monte Carlo method},
journal = {Pattern Recognit.},
volume = {42},
number = {3},
pages = {313--321},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2008.07.015},
doi = {10.1016/J.PATCOG.2008.07.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/JiaZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ShiZ09,
author = {Zhenwei Shi and
Changshui Zhang},
title = {Fast nonlinear autocorrelation algorithm for source separation},
journal = {Pattern Recognit.},
volume = {42},
number = {9},
pages = {1732--1741},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2008.12.025},
doi = {10.1016/J.PATCOG.2008.12.025},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ShiZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HouZWJ09,
author = {Chenping Hou and
Changshui Zhang and
Yi Wu and
Yuanyuan Jiao},
title = {Stable local dimensionality reduction approaches},
journal = {Pattern Recognit.},
volume = {42},
number = {9},
pages = {2054--2066},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2008.12.009},
doi = {10.1016/J.PATCOG.2008.12.009},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/HouZWJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/NieXJZ09,
author = {Feiping Nie and
Shiming Xiang and
Yangqing Jia and
Changshui Zhang},
title = {Semi-supervised orthogonal discriminant analysis via label propagation},
journal = {Pattern Recognit.},
volume = {42},
number = {11},
pages = {2615--2627},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2009.04.001},
doi = {10.1016/J.PATCOG.2009.04.001},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/NieXJZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangWZZL09,
author = {Fei Wang and
Xin Wang and
Daoqiang Zhang and
Changshui Zhang and
Tao Li},
title = {marginFace: {A} novel face recognition method by average neighborhood
margin maximization},
journal = {Pattern Recognit.},
volume = {42},
number = {11},
pages = {2863--2875},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2009.04.015},
doi = {10.1016/J.PATCOG.2009.04.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WangWZZL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/HouNZW09,
author = {Chenping Hou and
Feiping Nie and
Changshui Zhang and
Yi Wu},
title = {Learning an Orthogonal and Smooth Subspace for Image Classification},
journal = {{IEEE} Signal Process. Lett.},
volume = {16},
number = {4},
pages = {303--306},
year = {2009},
url = {https://doi.org/10.1109/LSP.2009.2014283},
doi = {10.1109/LSP.2009.2014283},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/HouNZW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/XiangNZZ09,
author = {Shiming Xiang and
Feiping Nie and
Chunxia Zhang and
Changshui Zhang},
title = {Interactive Natural Image Segmentation via Spline Regression},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {7},
pages = {1623--1632},
year = {2009},
url = {https://doi.org/10.1109/TIP.2009.2018570},
doi = {10.1109/TIP.2009.2018570},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/XiangNZZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XiangNZZ09,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang and
Chunxia Zhang},
title = {Nonlinear Dimensionality Reduction with Local Spline Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {9},
pages = {1285--1298},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.204},
doi = {10.1109/TKDE.2008.204},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XiangNZZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZL09,
author = {Fei Wang and
Changshui Zhang and
Tao Li},
title = {Clustering with Local and Global Regularization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {12},
pages = {1665--1678},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2009.40},
doi = {10.1109/TKDE.2009.40},
timestamp = {Tue, 22 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangZL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JiaNZ09,
author = {Yangqing Jia and
Feiping Nie and
Changshui Zhang},
title = {Trace Ratio Problem Revisited},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {4},
pages = {729--735},
year = {2009},
url = {https://doi.org/10.1109/TNN.2009.2015760},
doi = {10.1109/TNN.2009.2015760},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/JiaNZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhaoWZ09,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang},
title = {Block-Quantized Support Vector Ordinal Regression},
journal = {{IEEE} Trans. Neural Networks},
volume = {20},
number = {5},
pages = {882--890},
year = {2009},
url = {https://doi.org/10.1109/TNN.2009.2017533},
doi = {10.1109/TNN.2009.2017533},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhaoWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenLQZ09,
author = {Shuo Chen and
Bin Liu and
Mingjie Qian and
Changshui Zhang},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Instance- and bag-level manifold regularization for aggregate outputs
classification},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1593--1596},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646180},
doi = {10.1145/1645953.1646180},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChenLQZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/QianNZ09,
author = {Mingjie Qian and
Feiping Nie and
Changshui Zhang},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Efficient multi-class unlabeled constrained semi-supervised {SVM}},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1665--1668},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646199},
doi = {10.1145/1645953.1646199},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/QianNZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoKWZ09,
author = {Bin Zhao and
James Tin{-}Yau Kwok and
Fei Wang and
Changshui Zhang},
title = {Unsupervised Maximum Margin Feature Selection with manifold regularization},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {888--895},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206682},
doi = {10.1109/CVPR.2009.5206682},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhaoKWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenZWZG09,
author = {Gang Chen and
Jianwen Zhang and
Fei Wang and
Changshui Zhang and
Yuli Gao},
title = {Efficient multi-label classification with hypergraph regularization},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1658--1665},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206813},
doi = {10.1109/CVPR.2009.5206813},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChenZWZG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GaiSZ09,
author = {Kun Gai and
Zhenwei Shi and
Changshui Zhang},
title = {Blind separation of superimposed images with unknown motions},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1881--1888},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206825},
doi = {10.1109/CVPR.2009.5206825},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GaiSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenCZCZ09,
author = {Guangyun Chen and
Gang Chen and
Jianwen Zhang and
Shuo Chen and
Changshui Zhang},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Beyond Banditron: {A} Conservative and Efficient Reduction for Online
Multiclass Prediction with Bandit Setting Model},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {71--80},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.36},
doi = {10.1109/ICDM.2009.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenCZCZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoZ09,
author = {Bin Zhao and
Changshui Zhang},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Compressed Spectral Clustering},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {344--349},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.22},
doi = {10.1109/ICDMW.2009.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenLQZ09,
author = {Shuo Chen and
Bin Liu and
Mingjie Qian and
Changshui Zhang},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Kernel K-means Based Framework for Aggregate Outputs Classification},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {356--361},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.33},
doi = {10.1109/ICDMW.2009.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenLQZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QianNZ09,
author = {Mingjie Qian and
Feiping Nie and
Changshui Zhang},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Probabilistic Labeled Semi-supervised {SVM}},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {394--399},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.14},
doi = {10.1109/ICDMW.2009.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QianNZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoKZ09,
author = {Bin Zhao and
James Tin{-}Yau Kwok and
Changshui Zhang},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Maximum Margin Clustering with Multivariate Loss Function},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {637--646},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.37},
doi = {10.1109/ICDM.2009.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoKZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuCQZ09,
author = {Bin Liu and
Shuo Chen and
Mingjie Qian and
Changshui Zhang},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Sparse Norm-Regularized Reconstructive Coefficients Learning},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {854--859},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.106},
doi = {10.1109/ICDM.2009.106},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuCQZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenZ09,
author = {Shuo Chen and
Changshui Zhang},
editor = {Craig Boutilier},
title = {Selecting Informative Universum Sample for Semi-Supervised Learning},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1016--1021},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/172.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JiaYZ09,
author = {Yangqing Jia and
Shuicheng Yan and
Changshui Zhang},
editor = {Craig Boutilier},
title = {Semi-Supervised Classification on Evolutionary Data},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1083--1088},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/183.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JiaYZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NieXTZ09,
author = {Feiping Nie and
Dong Xu and
Ivor W. Tsang and
Changshui Zhang},
editor = {Craig Boutilier},
title = {Spectral Embedded Clustering},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1181--1186},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/199.pdf},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NieXTZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangSZ09,
author = {Zheng Wang and
Yangqiu Song and
Changshui Zhang},
editor = {Craig Boutilier},
title = {Knowledge Transfer on Hybrid Graph},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1291--1296},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/217.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangSCZ09,
author = {Jianwen Zhang and
Yangqiu Song and
Gang Chen and
Changshui Zhang},
editor = {Craig Boutilier},
title = {On-line Evolutionary Exponential Family Mixture},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1610--1615},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/269.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangSCZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangSZ09,
author = {Shijun Wang and
Ronald M. Summers and
Changshui Zhang},
title = {A fast mean-field method for large-scale high-dimensional data and
its application in colonic polyp detection at {CT} colonography},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3251--3258},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178636},
doi = {10.1109/IJCNN.2009.5178636},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/WangSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoKZ09,
author = {Bin Zhao and
James T. Kwok and
Changshui Zhang},
title = {Multiple Kernel Clustering},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {638--649},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.55},
doi = {10.1137/1.9781611972795.55},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoKZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangSZ09,
author = {Zheng Wang and
Yangqiu Song and
Changshui Zhang},
title = {Efficient Active Learning with Boosting},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1232--1243},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.105},
doi = {10.1137/1.9781611972795.105},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShiZZ08,
author = {Zhenwei Shi and
Dan Zhang and
Changshui Zhang},
title = {{MACBSE:} Extracting signals with linear autocorrelations},
journal = {Neurocomputing},
volume = {71},
number = {4-6},
pages = {1082--1091},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.09.004},
doi = {10.1016/J.NEUCOM.2007.09.004},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShiZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SunZL08,
author = {Shiliang Sun and
Changshui Zhang and
Yue Lu},
title = {The random electrode selection ensemble for {EEG} signal classification},
journal = {Pattern Recognit.},
volume = {41},
number = {5},
pages = {1663--1675},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2007.10.023},
doi = {10.1016/J.PATCOG.2007.10.023},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/SunZL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SongNZX08,
author = {Yangqiu Song and
Feiping Nie and
Changshui Zhang and
Shiming Xiang},
title = {A unified framework for semi-supervised dimensionality reduction},
journal = {Pattern Recognit.},
volume = {41},
number = {9},
pages = {2789--2799},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2008.01.001},
doi = {10.1016/J.PATCOG.2008.01.001},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/SongNZX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/XiangNZ08,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang},
title = {Learning a Mahalanobis distance metric for data clustering and classification},
journal = {Pattern Recognit.},
volume = {41},
number = {12},
pages = {3600--3612},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2008.05.018},
doi = {10.1016/J.PATCOG.2008.05.018},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/XiangNZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/XiangNSZ08,
author = {Shiming Xiang and
Feiping Nie and
Yangqiu Song and
Changshui Zhang},
title = {Contour graph based human tracking and action sequence recognition},
journal = {Pattern Recognit.},
volume = {41},
number = {12},
pages = {3653--3664},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2008.05.016},
doi = {10.1016/J.PATCOG.2008.05.016},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/XiangNSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SongNZ08,
author = {Yangqiu Song and
Feiping Nie and
Changshui Zhang},
title = {Semi-supervised sub-manifold discriminant analysis},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {13},
pages = {1806--1813},
year = {2008},
url = {https://doi.org/10.1016/j.patrec.2008.05.024},
doi = {10.1016/J.PATREC.2008.05.024},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/SongNZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DuanZZS08,
author = {Zhiyao Duan and
Yungang Zhang and
Changshui Zhang and
Zhenwei Shi},
title = {Unsupervised Single-Channel Music Source Separation by Average Harmonic
Structure Modeling},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {16},
number = {4},
pages = {766--778},
year = {2008},
url = {https://doi.org/10.1109/TASL.2008.919073},
doi = {10.1109/TASL.2008.919073},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/DuanZZS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZ08,
author = {Fei Wang and
Changshui Zhang},
title = {Label Propagation through Linear Neighborhoods},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {1},
pages = {55--67},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2007.190672},
doi = {10.1109/TKDE.2007.190672},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/SongZ08,
author = {Yangqiu Song and
Changshui Zhang},
title = {Content-Based Information Fusion for Semi-Supervised Music Genre Classification},
journal = {{IEEE} Trans. Multim.},
volume = {10},
number = {1},
pages = {145--152},
year = {2008},
url = {https://doi.org/10.1109/TMM.2007.911305},
doi = {10.1109/TMM.2007.911305},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/SongZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangZ08,
author = {Fei Wang and
Changshui Zhang},
title = {Semisupervised Learning Based on Generalized Point Charge Models},
journal = {{IEEE} Trans. Neural Networks},
volume = {19},
number = {7},
pages = {1307--1311},
year = {2008},
url = {https://doi.org/10.1109/TNN.2008.2000165},
doi = {10.1109/TNN.2008.2000165},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiaZ08,
author = {Yangqing Jia and
Changshui Zhang},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Instance-level Semisupervised Multiple Instance Learning},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {640--645},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-102.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiaZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NieXJZY08,
author = {Feiping Nie and
Shiming Xiang and
Yangqing Jia and
Changshui Zhang and
Shuicheng Yan},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Trace Ratio Criterion for Feature Selection},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {671--676},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-107.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NieXJZY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangZ08,
author = {Fei Wang and
Changshui Zhang},
editor = {Dieter Fox and
Carla P. Gomes},
title = {On Discriminative Semi-Supervised Classification},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {720--725},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-115.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangLWZ08,
author = {Fei Wang and
Tao Li and
Gang Wang and
Changshui Zhang},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Semi-supervised Classification Using Local and Global Regularization},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {726--731},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-116.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangLWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangWZL08,
author = {Dan Zhang and
Fei Wang and
Changshui Zhang and
Tao Li},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Multi-View Local Learning},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {752--757},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-120.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangWZL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenWSZ08,
author = {Shouchun Chen and
Fei Wang and
Yangqiu Song and
Changshui Zhang},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Semi-supervised ranking aggregation},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {1427--1428},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458315},
doi = {10.1145/1458082.1458315},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChenWSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangCZL08,
author = {Fei Wang and
Shouchun Chen and
Changshui Zhang and
Tao Li},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Semi-supervised metric learning by maximizing constraint margin},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {1457--1458},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458331},
doi = {10.1145/1458082.1458331},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangCZL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CuiYWWZGT08,
author = {Jingyu Cui and
Qiong Yang and
Fang Wen and
Qiying Wu and
Changshui Zhang and
Luc Van Gool and
Xiaoou Tang},
title = {Transductive object cutout},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587589},
doi = {10.1109/CVPR.2008.4587589},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/CuiYWWZGT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GaiSZ08,
author = {Kun Gai and
Zhenwei Shi and
Changshui Zhang},
title = {Blindly separating mixtures of multiple layers with spatial shifts},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587343},
doi = {10.1109/CVPR.2008.4587343},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GaiSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangJHZQ08,
author = {Jingdong Wang and
Yangqing Jia and
Xian{-}Sheng Hua and
Changshui Zhang and
Long Quan},
title = {Normalized tree partitioning for image segmentation},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587454},
doi = {10.1109/CVPR.2008.4587454},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangJHZQ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CuiZ08,
author = {Jingyu Cui and
Changshui Zhang},
title = {Towards optimal query design for relevance feedback in image retrieval},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {1225--1228},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517837},
doi = {10.1109/ICASSP.2008.4517837},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CuiZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhaoWZS08,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang and
Yangqiu Song},
title = {Active model selection for Graph-Based Semi-Supervised Learning},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {1881--1884},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518001},
doi = {10.1109/ICASSP.2008.4518001},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhaoWZS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CaiSZ08,
author = {Qu{-}Tang Cai and
Yangqiu Song and
Chang{-}shui Zhang},
title = {Cost-sensitive boosting algorithms as gradient descent},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {2009--2012},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518033},
doi = {10.1109/ICASSP.2008.4518033},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CaiSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CaiPZ08,
author = {Qu{-}Tang Cai and
Chunyi Peng and
Chang{-}shui Zhang},
title = {A weighted subspace approach for improving bagging performance},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {3341--3344},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518366},
doi = {10.1109/ICASSP.2008.4518366},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CaiPZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoWZ08,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang},
title = {Maximum Margin Embedding},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {1127--1132},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.25},
doi = {10.1109/ICDM.2008.25},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ZhengYZZX08,
author = {Yalin Zheng and
Guang Yang and
Changshui Zhang and
Jing Zheng and
Yunpeng Xu},
editor = {De{-}Shuang Huang and
Donald C. Wunsch II and
Daniel S. Levine and
Kang{-}Hyun Jo},
title = {Equivalence Knowledge Mass and Approximate Reasoning in -Logic {(I)}},
booktitle = {Advanced Intelligent Computing Theories and Applications. With Aspects
of Artificial Intelligence, 4th International Conference on Intelligent
Computing, {ICIC} 2008, Shanghai, China, September 15-18, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5227},
pages = {391--400},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85984-0\_48},
doi = {10.1007/978-3-540-85984-0\_48},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icic/ZhengYZZX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZhangWSZ08,
author = {Dan Zhang and
Fei Wang and
Zhenwei Shi and
Changshui Zhang},
title = {Localized content based image retrieval by multiple instance active
learning},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2008, October 12-15, 2008, San Diego, California, {USA}},
pages = {921--924},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICIP.2008.4711906},
doi = {10.1109/ICIP.2008.4711906},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ZhangWSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/JiaWZH08,
author = {Yangqing Jia and
Jingdong Wang and
Changshui Zhang and
Xian{-}Sheng Hua},
title = {Augmented tree partitioning for interactive image segmentation},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2008, October 12-15, 2008, San Diego, California, {USA}},
pages = {2292--2295},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICIP.2008.4712249},
doi = {10.1109/ICIP.2008.4712249},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/JiaWZH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/JiaZ08,
author = {Yangqing Jia and
Changshui Zhang},
title = {Learning distance metric for semi-supervised image segmentation},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2008, October 12-15, 2008, San Diego, California, {USA}},
pages = {3204--3207},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICIP.2008.4712477},
doi = {10.1109/ICIP.2008.4712477},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/JiaZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/DuanLZ08,
author = {Zhiyao Duan and
Lie Lu and
Changshui Zhang},
title = {Audio tonality mode classification without tonic annotations},
booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany},
pages = {1361--1364},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICME.2008.4607696},
doi = {10.1109/ICME.2008.4607696},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/DuanLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoWZ08,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Efficient multiclass maximum margin clustering},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1248--1255},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390313},
doi = {10.1145/1390156.1390313},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/JiaZ08,
author = {Yangqing Jia and
Changshui Zhang},
title = {Local Regularized Least-Square Dimensionality Reduction},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761254},
doi = {10.1109/ICPR.2008.4761254},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/JiaZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WangZ08,
author = {Shijun Wang and
Changshui Zhang},
title = {Collaborative learning by boosting in distributed environments},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761440},
doi = {10.1109/ICPR.2008.4761440},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/WangZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/DuanLZ08,
author = {Zhiyao Duan and
Lie Lu and
Changshui Zhang},
editor = {Juan Pablo Bello and
Elaine Chew and
Douglas Turnbull},
title = {Collective Annotation of Music from Multiple Semantic Categories},
booktitle = {{ISMIR} 2008, 9th International Conference on Music Information Retrieval,
Drexel University, Philadelphia, PA, USA, September 14-18, 2008},
pages = {237--242},
year = {2008},
url = {http://ismir2008.ismir.net/papers/ISMIR2008\_250.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/DuanLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoWZ08,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Cuts3vm: a fast semi-supervised svm algorithm},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {830--838},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401989},
doi = {10.1145/1401890.1401989},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/JiaWZH08,
author = {Yangqing Jia and
Jingdong Wang and
Changshui Zhang and
Xian{-}Sheng Hua},
editor = {Abdulmotaleb El{-}Saddik and
Son Vuong and
Carsten Griwodz and
Alberto Del Bimbo and
K. Sel{\c{c}}uk Candan and
Alejandro Jaimes},
title = {Finding image exemplars using fast sparse affinity propagation},
booktitle = {Proceedings of the 16th International Conference on Multimedia 2008,
Vancouver, British Columbia, Canada, October 26-31, 2008},
pages = {639--642},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1459359.1459448},
doi = {10.1145/1459359.1459448},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/JiaWZH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangSZ08,
author = {Zheng Wang and
Yangqiu Song and
Changshui Zhang},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Transferred Dimensionality Reduction},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {550--565},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_36},
doi = {10.1007/978-3-540-87481-2\_36},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiaWZ08,
author = {Yangqing Jia and
Zheng Wang and
Changshui Zhang},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Distortion-Free Nonlinear Dimensionality Reduction},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {564--579},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_55},
doi = {10.1007/978-3-540-87479-9\_55},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiaWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLZ08,
author = {Fei Wang and
Tao Li and
Changshui Zhang},
title = {Semi-Supervised Clustering via Matrix Factorization},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {1--12},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.1},
doi = {10.1137/1.9781611972788.1},
timestamp = {Tue, 22 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWWZ08,
author = {Dan Zhang and
Jingdong Wang and
Fei Wang and
Changshui Zhang},
title = {Semi-Supervised Classification with Universum},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {323--333},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.29},
doi = {10.1137/1.9781611972788.29},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenSWZ08,
author = {Gang Chen and
Yangqiu Song and
Fei Wang and
Changshui Zhang},
title = {Semi-supervised Multi-label Learning by Solving a Sylvester Equation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {410--419},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.37},
doi = {10.1137/1.9781611972788.37},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenSWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoWZ08,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang},
title = {Efficient Maximum Margin Clustering via Cutting Plane Algorithm},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {751--762},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.68},
doi = {10.1137/1.9781611972788.68},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShiZ07,
author = {Zhenwei Shi and
Changshui Zhang},
title = {Semi-blind source extraction for fetal electrocardiogram extraction
by combining non-Gaussianity and time-correlation},
journal = {Neurocomputing},
volume = {70},
number = {7-9},
pages = {1574--1581},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2006.10.103},
doi = {10.1016/J.NEUCOM.2006.10.103},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShiZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangZ07,
author = {Fei Wang and
Changshui Zhang},
title = {Robust self-tuning semi-supervised learning},
journal = {Neurocomputing},
volume = {70},
number = {16-18},
pages = {2931--2939},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2006.11.004},
doi = {10.1016/J.NEUCOM.2006.11.004},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShiZ07a,
author = {Zhenwei Shi and
Changshui Zhang},
title = {Nonlinear innovation to blind source separation},
journal = {Neurocomputing},
volume = {71},
number = {1-3},
pages = {406--410},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2007.08.007},
doi = {10.1016/J.NEUCOM.2007.08.007},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShiZ07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuZH07,
author = {Fei Wu and
Changshui Zhang and
Jingrui He},
title = {An evolutionary system for near-regular texture synthesis},
journal = {Pattern Recognit.},
volume = {40},
number = {8},
pages = {2271--2282},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2006.10.017},
doi = {10.1016/J.PATCOG.2006.10.017},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WuZH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangWZK07,
author = {Fei Wang and
Jingdong Wang and
Changshui Zhang and
James T. Kwok},
title = {Face recognition using spectral features},
journal = {Pattern Recognit.},
volume = {40},
number = {10},
pages = {2786--2797},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2007.01.023},
doi = {10.1016/J.PATCOG.2007.01.023},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WangWZK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SunZZ07,
author = {Shiliang Sun and
Changshui Zhang and
Dan Zhang},
title = {An experimental evaluation of ensemble methods for {EEG} signal classification},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {15},
pages = {2157--2163},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2007.06.018},
doi = {10.1016/J.PATREC.2007.06.018},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/SunZZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LinZWG07,
author = {Zhonglin Lin and
Changshui Zhang and
Wei Wu and
Xiaorong Gao},
title = {Frequency Recognition Based on Canonical Correlation Analysis for
SSVEP-Based BCIs},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {54},
number = {6},
pages = {1172--1176},
year = {2007},
url = {https://doi.org/10.1109/TBME.2006.889197},
doi = {10.1109/TBME.2006.889197},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/LinZWG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/SunZ07,
author = {Shiliang Sun and
Changshui Zhang},
title = {The Selective Random Subspace Predictor for Traffic Flow Forecasting},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {8},
number = {2},
pages = {367--373},
year = {2007},
url = {https://doi.org/10.1109/TITS.2006.888603},
doi = {10.1109/TITS.2006.888603},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/SunZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShiZ07,
author = {Zhenwei Shi and
Changshui Zhang},
title = {Blind Source Extraction Using Generalized Autocorrelations},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {5},
pages = {1516--1524},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.895823},
doi = {10.1109/TNN.2007.895823},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ShiZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangZL07,
author = {Fei Wang and
Changshui Zhang and
Tao Li},
title = {Clustering with Local and Global Regularization},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {657--662},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-104.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/ZhangSSZ07,
author = {Dan Zhang and
Zhenwei Shi and
Yangqiu Song and
Changshui Zhang},
editor = {Yasushi Yagi and
Sing Bing Kang and
In{-}So Kweon and
Hongbin Zha},
title = {Localized Content-Based Image Retrieval Using Semi-Supervised Multiple
Instance Learning},
booktitle = {Computer Vision - {ACCV} 2007, 8th Asian Conference on Computer Vision,
Tokyo, Japan, November 18-22, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4843},
pages = {180--188},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76386-4\_16},
doi = {10.1007/978-3-540-76386-4\_16},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/accv/ZhangSSZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SongZYZD07,
author = {Yangqiu Song and
Bin Zhang and
Wen Jun Yin and
Changshui Zhang and
Jin Dong},
editor = {M{\'{a}}rio J. Silva and
Alberto H. F. Laender and
Ricardo A. Baeza{-}Yates and
Deborah L. McGuinness and
Bj{\o}rn Olstad and
{\O}ystein Haug Olsen and
Andr{\'{e}} O. Falc{\~{a}}o},
title = {Ranking with semi-supervised distance metric learning and its application
to housing potential estimation},
booktitle = {Proceedings of the Sixteenth {ACM} Conference on Information and Knowledge
Management, {CIKM} 2007, Lisbon, Portugal, November 6-10, 2007},
pages = {975--978},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1321440.1321589},
doi = {10.1145/1321440.1321589},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SongZYZD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NieXSZ07,
author = {Feiping Nie and
Shiming Xiang and
Yangqiu Song and
Changshui Zhang},
title = {Optimal Dimensionality Discriminant Analysis and Its Application to
Image Recognition},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383411},
doi = {10.1109/CVPR.2007.383411},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NieXSZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangZ07,
author = {Fei Wang and
Changshui Zhang},
title = {Feature Extraction by Maximizing the Average Neighborhood Margin},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383124},
doi = {10.1109/CVPR.2007.383124},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XiongLZ07,
author = {Liang Xiong and
Jianguo Li and
Changshui Zhang},
title = {Discriminant Additive Tangent Spaces for Object Recognition},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383273},
doi = {10.1109/CVPR.2007.383273},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/XiongLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/XiongWZ07,
author = {Liang Xiong and
Fei Wang and
Changshui Zhang},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Semi-definite Manifold Alignment},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {773--781},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_79},
doi = {10.1007/978-3-540-74958-5\_79},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/XiongWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Zhao0Z07,
author = {Bin Zhao and
Fei Wang and
Changshui Zhang},
title = {Smoothness Maximization via Gradient Descents},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {609--612},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366309},
doi = {10.1109/ICASSP.2007.366309},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Zhao0Z07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NieXSZ07,
author = {Feiping Nie and
Shiming Xiang and
Yangqiu Song and
Changshui Zhang},
title = {Extracting the Optimal Dimensionality for Discriminant Analysis},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {617--620},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366311},
doi = {10.1109/ICASSP.2007.366311},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NieXSZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SongZX07,
author = {Yangqiu Song and
Changshui Zhang and
Shiming Xiang},
title = {Semi-Supervised Music Genre Classification},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {729--732},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366339},
doi = {10.1109/ICASSP.2007.366339},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SongZX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CaiPZ07,
author = {Qu{-}Tang Cai and
Chunyi Peng and
Chang{-}shui Zhang},
title = {Analysis of Max-Min Eigenvalue of Constrained Linear Combinations
of Symmetric Matrices},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {1381--1384},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.367103},
doi = {10.1109/ICASSP.2007.367103},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CaiPZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenWZ07,
author = {Gang Chen and
Fei Wang and
Changshui Zhang},
title = {Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {303--308},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.18},
doi = {10.1109/ICDMW.2007.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiongWZ07,
author = {Liang Xiong and
Fei Wang and
Changshui Zhang},
title = {Multilevel Belief Propagation for Fast Inference on Markov Random
Fields},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {371--380},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.9},
doi = {10.1109/ICDM.2007.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiongWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenWZ07a,
author = {Shouchun Chen and
Fei Wang and
Changshui Zhang},
title = {Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {387--392},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.44},
doi = {10.1109/ICDMW.2007.44},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenWZ07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/DuanZZS07,
author = {Zhiyao Duan and
Dan Zhang and
Changshui Zhang and
Zhenwei Shi},
title = {Multi-Pitch Estimation Based on Partial Event and Support Transfer},
booktitle = {Proceedings of the 2007 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China},
pages = {216--219},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICME.2007.4284625},
doi = {10.1109/ICME.2007.4284625},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/DuanZZS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ShiZZ07,
author = {Zhenwei Shi and
Dan Zhang and
Changshui Zhang},
title = {A Fixed-Point Algorithm for Blind Separation of Temporally Correlated
Sources},
booktitle = {Proceedings of the 2007 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China},
pages = {220--223},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICME.2007.4284626},
doi = {10.1109/ICME.2007.4284626},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/ShiZZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiZWZ07,
author = {Jianguo Li and
Changshui Zhang and
Tao Wang and
Yimin Zhang},
editor = {Manuela M. Veloso},
title = {Generalized Additive Bayesian Network Classifiers},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {913--918},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/147.pdf},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiZWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NieXZ07,
author = {Feiping Nie and
Shiming Xiang and
Changshui Zhang},
editor = {Manuela M. Veloso},
title = {Neighborhood MinMax Projections},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {993--998},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/160.pdf},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NieXZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/CuiZ07,
author = {Jingyu Cui and
Changshui Zhang},
editor = {Rainer Lienhart and
Anand R. Prasad and
Alan Hanjalic and
Sunghyun Choi and
Brian P. Bailey and
Nicu Sebe},
title = {Combining stroke-based and selection-based relevance feedback for
content-based image retrieval},
booktitle = {Proceedings of the 15th International Conference on Multimedia 2007,
Augsburg, Germany, September 24-29, 2007},
pages = {329--332},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1291233.1291304},
doi = {10.1145/1291233.1291304},
timestamp = {Thu, 04 Nov 2021 14:40:54 +0100},
biburl = {https://dblp.org/rec/conf/mm/CuiZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/XiangNZZ07,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang and
Chunxia Zhang},
editor = {Tat{-}Jen Cham and
Jianfei Cai and
Chitra Dorai and
Deepu Rajan and
Tat{-}Seng Chua and
Liang{-}Tien Chia},
title = {Interactive Visual Object Extraction Based on Belief Propagation},
booktitle = {Advances in Multimedia Modeling, 13th International Multimedia Modeling
Conference, {MMM} 2007, Singapore, January 9-12, 2007. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4351},
pages = {24--33},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69423-6\_3},
doi = {10.1007/978-3-540-69423-6\_3},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mmm/XiangNZZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XiangNSZZ07,
author = {Shiming Xiang and
Feiping Nie and
Yangqiu Song and
Changshui Zhang and
Chunxia Zhang},
editor = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {Embedding New Data Points for Manifold Learning Via Coordinate Propagation},
booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4426},
pages = {332--343},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71701-0\_33},
doi = {10.1007/978-3-540-71701-0\_33},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XiangNSZZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZ07,
author = {Fei Wang and
Changshui Zhang},
title = {Fast Multilevel Transduction on Graphs},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {157--168},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.15},
doi = {10.1137/1.9781611972771.15},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangZL07,
author = {Fei Wang and
Changshui Zhang and
Tao Li},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {Regularized clustering for documents},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {95--102},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277760},
doi = {10.1145/1277741.1277760},
timestamp = {Tue, 06 Nov 2018 11:07:23 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangZL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangWZW07,
author = {Fei Wang and
Shijun Wang and
Changshui Zhang and
Ole Winther},
editor = {Marina Meila and
Xiaotong Shen},
title = {Semi-Supervised Mean Fields},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {596--603},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/wang07c.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangWZW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/TongHLMZZ06,
author = {Hanghang Tong and
Jingrui He and
Mingjing Li and
Wei{-}Ying Ma and
Hong{-}Jiang Zhang and
Changshui Zhang},
title = {Manifold-Ranking-Based Keyword Propagation for Image Retrieval},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2006},
year = {2006},
url = {https://doi.org/10.1155/ASP/2006/79412},
doi = {10.1155/ASP/2006/79412},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejasp/TongHLMZZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShiZ06,
author = {Zhenwei Shi and
Changshui Zhang},
title = {Gaussian moments for noisy complexity pursuit},
journal = {Neurocomputing},
volume = {69},
number = {7-9},
pages = {917--921},
year = {2006},
url = {https://doi.org/10.1016/j.neucom.2005.10.002},
doi = {10.1016/J.NEUCOM.2005.10.002},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ShiZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SunZ06,
author = {Shiliang Sun and
Changshui Zhang},
title = {An optimal kernel feature extractor and its application to {EEG} signal
classification},
journal = {Neurocomputing},
volume = {69},
number = {13-15},
pages = {1743--1748},
year = {2006},
url = {https://doi.org/10.1016/j.neucom.2005.12.125},
doi = {10.1016/J.NEUCOM.2005.12.125},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SunZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/SunZ06,
author = {Shiliang Sun and
Changshui Zhang},
title = {Adaptive feature extraction for {EEG} signal classification},
journal = {Medical Biol. Eng. Comput.},
volume = {44},
number = {10},
pages = {931--935},
year = {2006},
url = {https://doi.org/10.1007/s11517-006-0107-4},
doi = {10.1007/S11517-006-0107-4},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/SunZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LeeZ06,
author = {Jianguo Lee and
Changshui Zhang},
title = {Classification of gene-expression data: The manifold-based metric
learning way},
journal = {Pattern Recognit.},
volume = {39},
number = {12},
pages = {2450--2463},
year = {2006},
url = {https://doi.org/10.1016/j.patcog.2006.05.026},
doi = {10.1016/J.PATCOG.2006.05.026},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LeeZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LinZWG06,
author = {Zhonglin Lin and
Changshui Zhang and
Wei Wu and
Xiaorong Gao},
title = {Frequency Recognition Based on Canonical Correlation Analysis for
SSVEP-Based BCIs},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {53},
number = {12},
pages = {2610--2614},
year = {2006},
url = {https://doi.org/10.1109/TBME.2006.886577},
doi = {10.1109/TBME.2006.886577},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/LinZWG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HeLZTZ06,
author = {Jingrui He and
Mingjing Li and
HongJiang Zhang and
Hanghang Tong and
Changshui Zhang},
title = {Generalized Manifold-Ranking-Based Image Retrieval},
journal = {{IEEE} Trans. Image Process.},
volume = {15},
number = {10},
pages = {3170--3177},
year = {2006},
url = {https://doi.org/10.1109/TIP.2006.877491},
doi = {10.1109/TIP.2006.877491},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HeLZTZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/SunZY06,
author = {Shiliang Sun and
Changshui Zhang and
Guoqiang Yu},
title = {A bayesian network approach to traffic flow forecasting},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {7},
number = {1},
pages = {124--132},
year = {2006},
url = {https://doi.org/10.1109/TITS.2006.869623},
doi = {10.1109/TITS.2006.869623},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/SunZY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/XiangNZ06,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang},
editor = {P. J. Narayanan and
Shree K. Nayar and
Heung{-}Yeung Shum},
title = {Texture Image Segmentation: An Interactive Framework Based on Adaptive
Features and Transductive Learning},
booktitle = {Computer Vision - {ACCV} 2006, 7th Asian Conference on Computer Vision,
Hyderabad, India, January 13-16, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3851},
pages = {216--225},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11612032\_23},
doi = {10.1007/11612032\_23},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/XiangNZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/XiangNZ06a,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang},
editor = {P. J. Narayanan and
Shree K. Nayar and
Heung{-}Yeung Shum},
title = {Exemplar-Based Human Contour Tracking},
booktitle = {Computer Vision - {ACCV} 2006, 7th Asian Conference on Computer Vision,
Hyderabad, India, January 13-16, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3851},
pages = {338--347},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11612032\_35},
doi = {10.1007/11612032\_35},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/XiangNZ06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/XiangNZ06b,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang},
editor = {P. J. Narayanan and
Shree K. Nayar and
Heung{-}Yeung Shum},
title = {Contour Matching Based on Belief Propagation},
booktitle = {Computer Vision - {ACCV} 2006, 7th Asian Conference on Computer Vision,
Hyderabad, India, January 13-16, 2006, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3852},
pages = {489--498},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11612704\_49},
doi = {10.1007/11612704\_49},
timestamp = {Wed, 10 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/XiangNZ06b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SongZLW06,
author = {Yangqiu Song and
Changshui Zhang and
Jianguo Lee and
Fei Wang},
title = {A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation
of {MR} Brain Images},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2006, New York, NY, USA, 17-22 June, 2006},
pages = {79},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPRW.2006.14},
doi = {10.1109/CVPRW.2006.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SongZLW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangZSW06,
author = {Fei Wang and
Changshui Zhang and
Helen C. Shen and
Jingdong Wang},
title = {Semi-Supervised Classification Using Linear Neighborhood Propagation},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {160--167},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.272},
doi = {10.1109/CVPR.2006.272},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangZSW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/XiangNZZ06,
author = {Shiming Xiang and
Feiping Nie and
Changshui Zhang and
Chunxia Zhang},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Spline Embedding for Nonlinear Dimensionality Reduction},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {825--832},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_85},
doi = {10.1007/11871842\_85},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/XiangNZZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZ06,
author = {Fei Wang and
Changshui Zhang},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Label propagation through linear neighborhoods},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {985--992},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143968},
doi = {10.1145/1143844.1143968},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LinZG06,
author = {Zhonglin Lin and
Changshui Zhang and
Xiaorong Gao},
title = {Machine Learning Way for Boosting Accuracy in Canonical Correlation
Analysis based Frequency Recognition},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {4645--4649},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247115},
doi = {10.1109/IJCNN.2006.247115},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LinZG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/CaiZ06,
author = {Qutang Cai and
Changshui Zhang},
editor = {Jun Wang and
Zhang Yi and
Jacek M. Zurada and
Bao{-}Liang Lu and
Hujun Yin},
title = {Estimating Fractal Intrinsic Dimension from the Neighborhood},
booktitle = {Advances in Neural Networks - {ISNN} 2006, Third International Symposium
on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3971},
pages = {1312--1318},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11759966\_195},
doi = {10.1007/11759966\_195},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/isnn/CaiZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/XuYZ06,
author = {Yunpeng Xu and
Xing Yi and
Changshui Zhang},
editor = {Joydeep Ghosh and
Diane Lambert and
David B. Skillicorn and
Jaideep Srivastava},
title = {A Random Walks Method for Text Classification},
booktitle = {Proceedings of the Sixth {SIAM} International Conference on Data Mining,
April 20-22, 2006, Bethesda, MD, {USA}},
pages = {340--347},
publisher = {{SIAM}},
year = {2006},
url = {https://doi.org/10.1137/1.9781611972764.30},
doi = {10.1137/1.9781611972764.30},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/XuYZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/SongZL06,
author = {Yangqiu Song and
Changshui Zhang and
Jianguo Lee},
editor = {Dit{-}Yan Yeung and
James T. Kwok and
Ana L. N. Fred and
Fabio Roli and
Dick de Ridder},
title = {Graph Based Multi-class Semi-supervised Learning Using Gaussian Process},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops, {SSPR} 2006 and {SPR} 2006, Hong Kong,
China, August 17-19, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4109},
pages = {450--458},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11815921\_49},
doi = {10.1007/11815921\_49},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/SongZL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WengZL05,
author = {Shifeng Weng and
Changshui Zhang and
Zhonglin Lin},
title = {Exploring the structure of supervised data by Discriminant Isometric
Mapping},
journal = {Pattern Recognit.},
volume = {38},
number = {4},
pages = {599--601},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2004.08.014},
doi = {10.1016/J.PATCOG.2004.08.014},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WengZL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LeeWZB05,
author = {Jianguo Lee and
Jingdong Wang and
Changshui Zhang and
Zhaoqi Bian},
title = {Visual object recognition using probabilistic kernel subspace similarity},
journal = {Pattern Recognit.},
volume = {38},
number = {7},
pages = {997--1008},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.01.007},
doi = {10.1016/J.PATCOG.2005.01.007},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LeeWZB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZY05,
author = {Baibo Zhang and
Changshui Zhang and
Xing Yi},
title = {Active curve axis Gaussian mixture models},
journal = {Pattern Recognit.},
volume = {38},
number = {12},
pages = {2351--2362},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.01.017},
doi = {10.1016/J.PATCOG.2005.01.017},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangZY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/MaQZW05,
author = {Rui Ma and
Yaxuan Qi and
Changshui Zhang and
Jiaxin Wang},
editor = {Yue Hao and
Jiming Liu and
Yuping Wang and
Yiu{-}ming Cheung and
Hujun Yin and
Licheng Jiao and
Jianfeng Ma and
Yong{-}Chang Jiao},
title = {Fingerprint Ridge Line Extraction Based on Tracing and Directional
Feedback},
booktitle = {Computational Intelligence and Security, International Conference,
{CIS} 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3801},
pages = {1033--1038},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11596448\_154},
doi = {10.1007/11596448\_154},
timestamp = {Tue, 23 Feb 2021 17:25:41 +0100},
biburl = {https://dblp.org/rec/conf/cis/MaQZW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TongHLMZZ05,
author = {Hanghang Tong and
Jingrui He and
Mingjing Li and
Wei{-}Ying Ma and
Changshui Zhang and
HongJiang Zhang},
title = {A Unified Optimization Based Learning Method for Image Retrieval},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {230--235},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.54},
doi = {10.1109/CVPR.2005.54},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TongHLMZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SunZ05,
author = {Shiliang Sun and
Changshui Zhang},
editor = {Achim G. Hoffmann and
Hiroshi Motoda and
Tobias Scheffer},
title = {Learning On-Line Classification via Decorrelated {LMS} Algorithm:
Application to Brain-Computer Interfaces},
booktitle = {Discovery Science, 8th International Conference, {DS} 2005, Singapore,
October 8-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3735},
pages = {215--226},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11563983\_19},
doi = {10.1007/11563983\_19},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/SunZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/WangLZ05,
author = {Shijun Wang and
Zhonglin Lin and
Changshui Zhang},
editor = {Achim G. Hoffmann and
Hiroshi Motoda and
Tobias Scheffer},
title = {Network Boosting for {BCI} Applications},
booktitle = {Discovery Science, 8th International Conference, {DS} 2005, Singapore,
October 8-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3735},
pages = {386--388},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11563983\_38},
doi = {10.1007/11563983\_38},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/WangLZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/XiaZWL05,
author = {Yinglong Xia and
Changshui Zhang and
Shifeng Weng and
Rongbin Liu},
editor = {Hamid R. Arabnia and
Anthony Scime},
title = {Fault-Tolerant {EM} Algorithm for {GMM} in Sensor Networks},
booktitle = {Proceedings of The 2005 International Conference on Data Mining, {DMIN}
2005, Las Vegas, Nevada, USA, June 20-23, 2005},
pages = {166--172},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Thu, 09 Feb 2006 12:55:11 +0100},
biburl = {https://dblp.org/rec/conf/dmin/XiaZWL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WangZ05,
author = {Shijun Wang and
Changshui Zhang},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Network Game and Boosting},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {461--472},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_44},
doi = {10.1007/11564096\_44},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/WangZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/ZhengZX05,
author = {Yalin Zheng and
Changshui Zhang and
Yinglong Xia},
editor = {Lipo Wang and
Yaochu Jin},
title = {Type {II} Topological Logic C\({}^{\mbox{1}}\)\({}_{\mbox{T}}\) and
Approximate Reasoning},
booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3613},
pages = {243--252},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539506\_31},
doi = {10.1007/11539506\_31},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/fskd/ZhengZX05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/ZhengZY05,
author = {Yalin Zheng and
Changshui Zhang and
Xin Yao},
editor = {Lipo Wang and
Yaochu Jin},
title = {Type-I Topological Logic C\({}^{\mbox{1}}\)\({}_{\mbox{I}}\) and Approximate
Reasoning},
booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3613},
pages = {253--262},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539506\_32},
doi = {10.1007/11539506\_32},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fskd/ZhengZY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/SunZL05,
author = {Shiliang Sun and
Changshui Zhang and
Naijiang Lu},
editor = {Lipo Wang and
Yaochu Jin},
title = {On the On-line Learning Algorithms for {EEG} Signal Classification
in Brain Computer Interfaces},
booktitle = {Fuzzy Systems and Knowledge Discovery, Second International Conference,
{FSKD} 2005, Changsha, China, August 27-29, 2005, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {3614},
pages = {638--647},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11540007\_79},
doi = {10.1007/11540007\_79},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/fskd/SunZL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SunZZ05,
author = {Shiliang Sun and
Changshui Zhang and
Yi Zhang},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network
Predictor},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {273--278},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_43},
doi = {10.1007/11550907\_43},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SunZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/WangZ05,
author = {Fei Wang and
Changshui Zhang},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {Spectral Clustering for Time Series},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {345--354},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_37},
doi = {10.1007/11551188\_37},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icapr/WangZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/YiXZ05,
author = {Xing Yi and
Yunpeng Xu and
Changshui Zhang},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {Multi-view {EM} Algorithm for Finite Mixture Models},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {420--425},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_45},
doi = {10.1007/11551188\_45},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icapr/YiXZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/XuZL05,
author = {Yunpeng Xu and
Changshui Zhang and
Naijiang Lu},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {A Bayesian Method for High-Frequency Restoration of Low Sample-Rate
Speech},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {544--552},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_60},
doi = {10.1007/11551188\_60},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icapr/XuZL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeZZT05,
author = {Jingrui He and
Changshui Zhang and
Nanyuan Zhao and
Hanghang Tong},
title = {Boosting Web Image Search by Co-Ranking},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {409--412},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415428},
doi = {10.1109/ICASSP.2005.1415428},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeZZT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SunZ05,
author = {Shiliang Sun and
Changshui Zhang},
title = {Assessing features for electroencephalographic signal categorization},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {417--420},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416329},
doi = {10.1109/ICASSP.2005.1416329},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SunZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/YaoZCL05,
author = {Xin Yao and
Changshui Zhang and
Jinwen Chen and
Yanda Li},
editor = {Osvaldo Gervasi and
Marina L. Gavrilova and
Vipin Kumar and
Antonio Lagan{\`{a}} and
Heow Pueh Lee and
Youngsong Mun and
David Taniar and
Chih Jeng Kenneth Tan},
title = {On the Scale-Free Intersection Graphs},
booktitle = {Computational Science and Its Applications - {ICCSA} 2005, International
Conference, Singapore, May 9-12, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3481},
pages = {1217--1224},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11424826\_129},
doi = {10.1007/11424826\_129},
timestamp = {Thu, 28 Apr 2022 16:17:38 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/YaoZCL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ZhangZ05a,
author = {Yungang Zhang and
Changshui Zhang},
title = {Separation of Voice and Music by Harmonic Structure Stability Analysis},
booktitle = {Proceedings of the 2005 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2005, July 6-9, 2005, Amsterdam, The Netherlands},
pages = {562--565},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICME.2005.1521485},
doi = {10.1109/ICME.2005.1521485},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/ZhangZ05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/SunZ05,
author = {Shiliang Sun and
Changshui Zhang},
editor = {Lipo Wang and
Ke Chen and
Yew{-}Soon Ong},
title = {Using a Random Subspace Predictor to Integrate Spatial and Temporal
Information for Traffic Flow Forecasting},
booktitle = {Advances in Natural Computation, First International Conference, {ICNC}
2005, Changsha, China, August 27-29, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3611},
pages = {652--655},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11539117\_93},
doi = {10.1007/11539117\_93},
timestamp = {Sun, 02 Jun 2019 21:14:27 +0200},
biburl = {https://dblp.org/rec/conf/icnc/SunZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/WangZL05,
author = {Fei Wang and
Changshui Zhang and
Naijiang Lu},
editor = {Nikunj C. Oza and
Robi Polikar and
Josef Kittler and
Fabio Roli},
title = {Boosting {GMM} and Its Two Applications},
booktitle = {Multiple Classifier Systems, 6th International Workshop, {MCS} 2005,
Seaside, CA, USA, June 13-15, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3541},
pages = {12--21},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494683\_2},
doi = {10.1007/11494683\_2},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/WangZL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/HeTLMZ05,
author = {Jingrui He and
Hanghang Tong and
Mingjing Li and
Wei{-}Ying Ma and
Changshui Zhang},
editor = {HongJiang Zhang and
John R. Smith and
Qi Tian},
title = {Multiple random walk and its application in content-based image retrieval},
booktitle = {Proceedings of the 7th {ACM} {SIGMM} International Workshop on Multimedia
Information Retrieval, {MIR} 2005, November 10-11, 2005, Singapore},
pages = {151--158},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1101826.1101852},
doi = {10.1145/1101826.1101852},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mir/HeTLMZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/ZhangZ05,
author = {Baibo Zhang and
Changshui Zhang},
editor = {Petra Perner and
Atsushi Imiya},
title = {Finite Mixture Models with Negative Components},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {31--41},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_4},
doi = {10.1007/11510888\_4},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/ZhangZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/XiangZCL05,
author = {Shiming Xiang and
Changshui Zhang and
Xiaoping Chen and
Naijiang Lu},
editor = {Petra Perner and
Atsushi Imiya},
title = {A New Approach to Human Motion Sequence Recognition with Application
to Diving Actions},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {487--496},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_48},
doi = {10.1007/11510888\_48},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/XiangZCL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/XiaWZL05,
author = {Yinglong Xia and
Shifeng Weng and
Changshui Zhang and
Shao Li},
editor = {Petra Perner and
Atsushi Imiya},
title = {Mixture Random Effect Model Based Meta-analysis for Medical Data Mining},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {630--640},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_62},
doi = {10.1007/11510888\_62},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/XiaWZL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/TongHLZM05,
author = {Hanghang Tong and
Jingrui He and
Mingjing Li and
Changshui Zhang and
Wei{-}Ying Ma},
editor = {HongJiang Zhang and
Tat{-}Seng Chua and
Ralf Steinmetz and
Mohan S. Kankanhalli and
Lynn Wilcox},
title = {Graph based multi-modality learning},
booktitle = {Proceedings of the 13th {ACM} International Conference on Multimedia,
Singapore, November 6-11, 2005},
pages = {862--871},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1101149.1101337},
doi = {10.1145/1101149.1101337},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/TongHLZM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/TongLZZHM05,
author = {Hanghang Tong and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang and
Jingrui He and
Wei{-}Ying Ma},
editor = {Yi{-}Ping Phoebe Chen},
title = {Learning No-Reference Quality Metric by Examples},
booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005),
12-14 January 2005, Melbourne, Australia},
pages = {247--254},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/MMMC.2005.52},
doi = {10.1109/MMMC.2005.52},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/TongLZZHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangZ05,
author = {Yungang Zhang and
Changshui Zhang},
title = {Separation of Music Signals by Harmonic Structure Modeling},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1617--1624},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/d3aeec875c479e55d1cdeea161842ec6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vision/LiuZX05,
author = {Rongbin Liu and
Changshui Zhang and
Yinglong Xia},
editor = {Hamid R. Arabnia},
title = {Importance Feature Sampling in Random Subspace},
booktitle = {Proceedings of The 2005 International Conference on Computer Vision,
{VISION} 2005, Las Vegas, Nevada, USA, June 20-23, 2005},
pages = {192--197},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Tue, 10 Nov 2015 10:39:01 +0100},
biburl = {https://dblp.org/rec/conf/vision/LiuZX05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cvbia/2005,
editor = {Yanxi Liu and
Tianzi Jiang and
Changshui Zhang},
title = {Computer Vision for Biomedical Image Applications, First International
Workshop, {CVBIA} 2005, Beijing, China, October 21, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3765},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11569541},
doi = {10.1007/11569541},
isbn = {3-540-29411-2},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvbia/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZY04,
author = {Baibo Zhang and
Changshui Zhang and
Xing Yi},
title = {Competitive {EM} algorithm for finite mixture models},
journal = {Pattern Recognit.},
volume = {37},
number = {1},
pages = {131--144},
year = {2004},
url = {https://doi.org/10.1016/S0031-3203(03)00140-7},
doi = {10.1016/S0031-3203(03)00140-7},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangZY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZZ04,
author = {Yungang Zhang and
Changshui Zhang and
David Zhang},
title = {Distance metric learning by knowledge embedding},
journal = {Pattern Recognit.},
volume = {37},
number = {1},
pages = {161--163},
year = {2004},
url = {https://doi.org/10.1016/S0031-3203(03)00218-8},
doi = {10.1016/S0031-3203(03)00218-8},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangWZZ04,
author = {Changshui Zhang and
Jun Wang and
Nanyuan Zhao and
David Zhang},
title = {Reconstruction and analysis of multi-pose face images based on nonlinear
dimensionality reduction},
journal = {Pattern Recognit.},
volume = {37},
number = {2},
pages = {325--336},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2003.07.005},
doi = {10.1016/J.PATCOG.2003.07.005},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangWZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZZ04a,
author = {Yungang Zhang and
Changshui Zhang and
David Zhang},
title = {Erratum to "Distance metric learning by knowledge embedding"
[Pattern Recognition 37(1)161-163(2004)]},
journal = {Pattern Recognit.},
volume = {37},
number = {4},
pages = {855},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2003.12.001},
doi = {10.1016/J.PATCOG.2003.12.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangZZ04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/ZhouZW04,
author = {Yonglei Zhou and
Changshui Zhang and
Jingchun Wang},
editor = {Carl Edward Rasmussen and
Heinrich H. B{\"{u}}lthoff and
Bernhard Sch{\"{o}}lkopf and
Martin A. Giese},
title = {Tunable Nearest Neighbor Classifier},
booktitle = {Pattern Recognition, 26th {DAGM} Symposium, August 30 - September
1, 2004, T{\"{u}}bingen, Germany, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3175},
pages = {204--211},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28649-3\_25},
doi = {10.1007/978-3-540-28649-3\_25},
timestamp = {Mon, 26 Jun 2023 20:48:30 +0200},
biburl = {https://dblp.org/rec/conf/dagm/ZhouZW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SunZYLX04,
author = {Shiliang Sun and
Changshui Zhang and
Guoqiang Yu and
Naijiang Lu and
Fei Xiao},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Bayesian Network Methods for Traffic Flow Forecasting with Incomplete
Data},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {419--428},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_39},
doi = {10.1007/978-3-540-30115-8\_39},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SunZYLX04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/XuZH04,
author = {Xun Xu and
Changshui Zhang and
Thomas S. Huang},
title = {Active Morphable Model: An Efficient Method for Face Analysis},
booktitle = {Sixth {IEEE} International Conference on Automatic Face and Gesture
Recognition {(FGR} 2004), May 17-19, 2004, Seoul, Korea},
pages = {837--842},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/AFGR.2004.1301638},
doi = {10.1109/AFGR.2004.1301638},
timestamp = {Thu, 06 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fgr/XuZH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ZhengZY04,
author = {Yalin Zheng and
Changshui Zhang and
Xing Yi},
title = {Mamdanian logic},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {629--634},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375470},
doi = {10.1109/FUZZY.2004.1375470},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ZhengZY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YuZ04,
author = {Guoqiang Yu and
Changshui Zhang},
title = {Switching {ARIMA} model based forecasting for traffic flow},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {429--432},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326286},
doi = {10.1109/ICASSP.2004.1326286},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YuZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HeLZZ04,
author = {Jingrui He and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang},
title = {Symmetry feature in content-based image retrieval},
booktitle = {Proceedings of the 2004 International Conference on Image Processing,
{ICIP} 2004, Singapore, October 24-27, 2004},
pages = {417--420},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICIP.2004.1418779},
doi = {10.1109/ICIP.2004.1418779},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/HeLZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TongLZZ04,
author = {Hanghang Tong and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang},
title = {No-reference quality assessment for {JPEG2000} compressed images},
booktitle = {Proceedings of the 2004 International Conference on Image Processing,
{ICIP} 2004, Singapore, October 24-27, 2004},
pages = {3539--3542},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICIP.2004.1421880},
doi = {10.1109/ICIP.2004.1421880},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/TongLZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/TongLZZ04,
author = {Hanghang Tong and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang},
title = {Blur detection for digital images using wavelet transform},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan},
pages = {17--20},
publisher = {{IEEE} Computer Society},
year = {2004},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/TongLZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/YiZW04,
author = {Xing Yi and
Changshui Zhang and
Jingdong Wang},
title = {Multi-view {EM} algorithm and its application to color image segmentation},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan},
pages = {351--354},
publisher = {{IEEE} Computer Society},
year = {2004},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/YiZW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeWZB04,
author = {Jianguo Lee and
Jingdong Wang and
Changshui Zhang and
Zhaoqi Bian},
editor = {Carla E. Brodley},
title = {Probabilistic tangent subspace: a unified view},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015362},
doi = {10.1145/1015330.1015362},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeeWZB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HeLZZ04,
author = {Jingrui He and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang},
title = {W-Boost and Its Application to Web Image Classification},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {148--151},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334029},
doi = {10.1109/ICPR.2004.1334029},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/HeLZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YiKZ04,
author = {Xing Yi and
Zhongbao Kou and
Changshui Zhang},
title = {Classifier Combination based on Active Learning},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {184--187},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334054},
doi = {10.1109/ICPR.2004.1334054},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/YiKZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WuZZ04,
author = {Fei Wu and
Yonglei Zhou and
Changshui Zhang},
title = {Relevant Linear Feature Extraction Using Side-information and Unlabeled
Data},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {582--585},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334596},
doi = {10.1109/ICPR.2004.1334596},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/WuZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/ZhuangKZ04,
author = {Like Zhuang and
Zhongbao Kou and
Changshui Zhang},
editor = {Zhongzhi Shi and
Qing He},
title = {Session Identification Based on Time Interval in Web Log Mining},
booktitle = {Intelligent Information Processing II, {IFIP} {TC12/WG12.3} International
Conference on Intelligent Information Processing {(IIP} 2004), October
21-23, 2004, Beijing, China},
series = {{IFIP}},
volume = {163},
pages = {389--396},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/0-387-23152-8\_50},
doi = {10.1007/0-387-23152-8\_50},
timestamp = {Sat, 29 Aug 2020 18:19:34 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/ZhuangKZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/WengWZ04,
author = {Shifeng Weng and
Fai Wong and
Changshui Zhang},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {A New Adaptive Self-Organizing Map},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {205--210},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_35},
doi = {10.1007/978-3-540-28647-9\_35},
timestamp = {Thu, 26 Sep 2019 16:40:33 +0200},
biburl = {https://dblp.org/rec/conf/isnn/WengWZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/LinWZLX04,
author = {Zhonglin Lin and
Shifeng Weng and
Changshui Zhang and
Naijiang Lu and
Zhimin Xia},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Learning the Supervised {NLDR} Mapping for Classification},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {900--905},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_148},
doi = {10.1007/978-3-540-28647-9\_148},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/LinWZLX04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/ZhangSY04,
author = {Changshui Zhang and
Shiliang Sun and
Guoqiang Yu},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network
for Incomplete Data},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3174},
pages = {950--955},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28648-6\_151},
doi = {10.1007/978-3-540-28648-6\_151},
timestamp = {Thu, 09 Jan 2020 18:22:01 +0100},
biburl = {https://dblp.org/rec/conf/isnn/ZhangSY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/HeTLZZ04,
author = {Jingrui He and
Hanghang Tong and
Mingjing Li and
HongJiang Zhang and
Changshui Zhang},
editor = {Michael S. Lew and
Nicu Sebe and
Chabane Djeraba},
title = {Mean version space: a new active learning method for content-based
image retrieval},
booktitle = {Proceedings of the 6th {ACM} {SIGMM} International Workshop on Multimedia
Information Retrieval, {MIR} 2004, October 15-16, 2004, New York,
NY, {USA}},
pages = {15--22},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1026711.1026715},
doi = {10.1145/1026711.1026715},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/HeTLZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HeLZTZ04,
author = {Jingrui He and
Mingjing Li and
HongJiang Zhang and
Hanghang Tong and
Changshui Zhang},
editor = {Henning Schulzrinne and
Nevenka Dimitrova and
Martina Angela Sasse and
Sue B. Moon and
Rainer Lienhart},
title = {Manifold-ranking based image retrieval},
booktitle = {Proceedings of the 12th {ACM} International Conference on Multimedia,
New York, NY, USA, October 10-16, 2004},
pages = {9--16},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1027527.1027531},
doi = {10.1145/1027527.1027531},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/HeLZTZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/HeLZTZ04,
author = {Jingrui He and
Mingjing Li and
HongJiang Zhang and
Hanghang Tong and
Changshui Zhang},
editor = {Kiyoharu Aizawa and
Yuichi Nakamura and
Shin'ichi Satoh},
title = {Automatic Peak Number Detection in Image Symmetry Analysis},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific
Rim Conference on Multimedia, Tokyo, Japan, November 30 - December
3, 2004, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3333},
pages = {111--118},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30543-9\_15},
doi = {10.1007/978-3-540-30543-9\_15},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/pcm/HeLZTZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/TongLZHZ04,
author = {Hanghang Tong and
Mingjing Li and
HongJiang Zhang and
Jingrui He and
Changshui Zhang},
editor = {Kiyoharu Aizawa and
Yuichi Nakamura and
Shin'ichi Satoh},
title = {Classification of Digital Photos Taken by Photographers or Home Users},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific
Rim Conference on Multimedia, Tokyo, Japan, November 30 - December
3, 2004, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3331},
pages = {198--205},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30541-5\_25},
doi = {10.1007/978-3-540-30541-5\_25},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/pcm/TongLZHZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/HeLLZTZ04,
author = {Jingrui He and
Mingjing Li and
Zhiwei Li and
HongJiang Zhang and
Hanghang Tong and
Changshui Zhang},
editor = {Kiyoharu Aizawa and
Yuichi Nakamura and
Shin'ichi Satoh},
title = {Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class
SVMs in Web Image Retrieval},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific
Rim Conference on Multimedia, Tokyo, Japan, November 30 - December
3, 2004, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3332},
pages = {213--220},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30542-2\_27},
doi = {10.1007/978-3-540-30542-2\_27},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/pcm/HeLLZTZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/ZhouZW04,
author = {Yonglei Zhou and
Changshui Zhang and
Jingchun Wang},
editor = {Chengqi Zhang and
Hans W. Guesgen and
Wai{-}Kiang Yeap},
title = {Extended Nearest Feature Line Classifier},
booktitle = {{PRICAI} 2004: Trends in Artificial Intelligence, 8th Pacific Rim
International Conference on Artificial Intelligence, Auckland, New
Zealand, August 9-13, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3157},
pages = {183--190},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28633-2\_21},
doi = {10.1007/978-3-540-28633-2\_21},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/ZhouZW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/WangLZ03,
author = {Jingdong Wang and
Jianguo Lee and
Changshui Zhang},
editor = {Ricard Gavald{\`{a}} and
Klaus P. Jantke and
Eiji Takimoto},
title = {Kernel Trick Embedded Gaussian Mixture Model},
booktitle = {Algorithmic Learning Theory, 14th International Conference, {ALT}
2003, Sapporo, Japan, October 17-19, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2842},
pages = {159--174},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39624-6\_14},
doi = {10.1007/978-3-540-39624-6\_14},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alt/WangLZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/WangZK03,
author = {Jun Wang and
Changshui Zhang and
Zhongbao Kou},
editor = {Richard W. Harvey and
J. Andrew Bangham},
title = {An Analytical Mapping for {LLE} and Its Application in Multi-Pose
Face Synthesis},
booktitle = {British Machine Vision Conference, {BMVC} 2003, Norwich, UK, September,
2003. Proceedings},
pages = {1--12},
publisher = {{BMVA} Press},
year = {2003},
url = {https://doi.org/10.5244/C.17.1},
doi = {10.5244/C.17.1},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/WangZK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/ZhongbaoTZ03,
author = {Zhongbao Kou and
Ban Tao and
Changshui Zhang},
editor = {Gunter Grieser and
Yuzuru Tanaka and
Akihiro Yamamoto},
title = {Discovery of Relationships between Interests from Bulletin Board System
by Dissimilarity Reconstruction},
booktitle = {Discovery Science, 6th International Conference, {DS} 2003, Sapporo,
Japan, October 17-19,2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2843},
pages = {328--335},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39644-4\_30},
doi = {10.1007/978-3-540-39644-4\_30},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/ZhongbaoTZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/TaoCW03,
author = {Ban Tao and
Changshui Zhang and
Shu Wei},
editor = {Wolfgang Banzhaf and
Thomas Christaller and
Peter Dittrich and
Jan T. Kim and
Jens Ziegler},
title = {A Multi-agent Based approach to Modelling and Rendering of 3D Tree
Bark Textures},
booktitle = {Advances in Artificial Life, 7th European Conference, {ECAL} 2003,
Dortmund, Germany, September 14-17, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2801},
pages = {572--579},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39432-7\_61},
doi = {10.1007/978-3-540-39432-7\_61},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/ecal/TaoCW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LeeWZ03,
author = {Jianguo Lee and
Jingdong Wang and
Changshui Zhang},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Color Image Segmentation: Kernel Do the Feature Space},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {253--264},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_24},
doi = {10.1007/978-3-540-39857-8\_24},
timestamp = {Thu, 25 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/LeeWZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZhangZW03,
author = {Yungang Zhang and
Changshui Zhang and
Shijun Wang},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Clustering in Knowledge Embedded Space},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {480--491},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_43},
doi = {10.1007/978-3-540-39857-8\_43},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ZhangZW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/WangLZ03a,
author = {Jingdong Wang and
Jianguo Lee and
Changshui Zhang},
title = {Kernel {GMM} and its application to image binarization},
booktitle = {Proceedings of the 2003 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2003, 6-9 July 2003, Baltimore, MD, {USA}},
pages = {533--536},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICME.2003.1220972},
doi = {10.1109/ICME.2003.1220972},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/WangLZ03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiuSZ02,
author = {Ce Liu and
Heung{-}Yeung Shum and
Changshui Zhang},
editor = {Anders Heyden and
Gunnar Sparr and
Mads Nielsen and
Peter Johansen},
title = {Hierarchical Shape Modeling for Automatic Face Localization},
booktitle = {Computer Vision - {ECCV} 2002, 7th European Conference on Computer
Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {2351},
pages = {687--703},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-47967-8\_46},
doi = {10.1007/3-540-47967-8\_46},
timestamp = {Wed, 28 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/LiuSZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuSZ01,
author = {Ce Liu and
Heung{-}Yeung Shum and
Changshui Zhang},
title = {A Two-Step Approach to Hallucinating Faces: Global Parametric Model
and Local Nonparametric Model},
booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai,
HI, {USA}},
pages = {192--198},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/CVPR.2001.990475},
doi = {10.1109/CVPR.2001.990475},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiuSZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhouXGZZ01,
author = {Jie Zhou and
Le{-}ping Xin and
Dashan Gao and
Changshui Zhang and
David Zhang},
title = {Automated Cartridge Identification for Firearm Authentication},
booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai,
HI, {USA}},
pages = {749--754},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/CVPR.2001.990551},
doi = {10.1109/CVPR.2001.990551},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhouXGZZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ChenZR01,
author = {Jun Chen and
Changshui Zhang and
Gang Rong},
title = {Palmprint recognition using crease},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {234--237},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.958094},
doi = {10.1109/ICIP.2001.958094},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ChenZR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LvZZ00,
author = {Xiao{-}guang Lv and
Jie Zhou and
Changshui Zhang},
title = {A Novel Algorithm for Rotated Human Face Detection},
booktitle = {2000 Conference on Computer Vision and Pattern Recognition {(CVPR}
2000), 13-15 June 2000, Hilton Head, SC, {USA}},
pages = {1760--1765},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/CVPR.2000.855897},
doi = {10.1109/CVPR.2000.855897},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LvZZ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ZhangS00,
author = {Changshui Zhang and
Yanhua Sun},
title = {{AR} model for keystroker verification},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations,
and their Complex Interactions", Sheraton Music City Hotel, Nashville,
Tennessee, USA, 8-11 October 2000},
pages = {2887--2890},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICSMC.2000.884437},
doi = {10.1109/ICSMC.2000.884437},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/ZhangS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PengZB98,
author = {Hui Peng and
Changshui Zhang and
Zhaoqi Bian},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {A fully automated face recognition system under different conditions},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1223--1225},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711919},
doi = {10.1109/ICPR.1998.711919},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/PengZB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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