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ORCIDBibTeX records: Lifang He 0001
@article{DBLP:journals/pr/DuCWXYYCH24,
author = {Xinqi Du and
Hechang Chen and
Che Wang and
Yongheng Xing and
Jielong Yang and
Philip S. Yu and
Yi Chang and
Lifang He},
title = {Robust multi-agent reinforcement learning via Bayesian distributional
value estimation},
journal = {Pattern Recognit.},
volume = {145},
pages = {109917},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2023.109917},
doi = {10.1016/J.PATCOG.2023.109917},
timestamp = {Sun, 21 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/DuCWXYYCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PuCC0PHY024,
author = {Jingyu Pu and
Chenhang Cui and
Xinyue Chen and
Yazhou Ren and
Xiaorong Pu and
Zhifeng Hao and
Philip S. Yu and
Lifang He},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Adaptive Feature Imputation with Latent Graph for Deep Incomplete
Multi-View Clustering},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14633--14641},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29380},
doi = {10.1609/AAAI.V38I13.29380},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PuCC0PHY024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WenL0WCPH024,
author = {Zichen Wen and
Yawen Ling and
Yazhou Ren and
Tianyi Wu and
Jianpeng Chen and
Xiaorong Pu and
Zhifeng Hao and
Lifang He},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph
Clustering},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15841--15849},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29514},
doi = {10.1609/AAAI.V38I14.29514},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WenL0WCPH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02682,
author = {Zichen Wen and
Yawen Ling and
Yazhou Ren and
Tianyi Wu and
Jianpeng Chen and
Xiaorong Pu and
Zhifeng Hao and
Lifang He},
title = {Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph
Clustering},
journal = {CoRR},
volume = {abs/2401.02682},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02682},
doi = {10.48550/ARXIV.2401.02682},
eprinttype = {arXiv},
eprint = {2401.02682},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05561,
author = {Lichao Sun and
Yue Huang and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
John Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yue Zhao},
title = {TrustLLM: Trustworthiness in Large Language Models},
journal = {CoRR},
volume = {abs/2401.05561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05561},
doi = {10.48550/ARXIV.2401.05561},
eprinttype = {arXiv},
eprint = {2401.05561},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17177,
author = {Yixin Liu and
Kai Zhang and
Yuan Li and
Zhiling Yan and
Chujie Gao and
Ruoxi Chen and
Zhengqing Yuan and
Yue Huang and
Hanchi Sun and
Jianfeng Gao and
Lifang He and
Lichao Sun},
title = {Sora: {A} Review on Background, Technology, Limitations, and Opportunities
of Large Vision Models},
journal = {CoRR},
volume = {abs/2402.17177},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17177},
doi = {10.48550/ARXIV.2402.17177},
eprinttype = {arXiv},
eprint = {2402.17177},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13248,
author = {Zhengqing Yuan and
Ruoxi Chen and
Zhaoxu Li and
Haolong Jia and
Lifang He and
Chi Wang and
Lichao Sun},
title = {Mora: Enabling Generalist Video Generation via {A} Multi-Agent Framework},
journal = {CoRR},
volume = {abs/2403.13248},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13248},
doi = {10.48550/ARXIV.2403.13248},
eprinttype = {arXiv},
eprint = {2403.13248},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangRWZXYPYH23,
author = {Zhimeng Yang and
Yazhou Ren and
Zirui Wu and
Ming Zeng and
Jie Xu and
Yang Yang and
Xiaorong Pu and
Philip S. Yu and
Lifang He},
title = {{DC-FUDA:} Improving deep clustering via fully unsupervised domain
adaptation},
journal = {Neurocomputing},
volume = {526},
pages = {109--120},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.058},
doi = {10.1016/J.NEUCOM.2023.01.058},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YangRWZXYPYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/JinXSLHZPZBT23,
author = {Yucheng Jin and
Yun Xiong and
Dan Shi and
Yifei Lin and
Lifang He and
Yao Zhang and
Joseph M. Plasek and
Li Zhou and
David W. Bates and
Chunlei Tang},
title = {Learning from undercoded clinical records for automated International
Classification of Diseases {(ICD)} coding},
journal = {J. Am. Medical Informatics Assoc.},
volume = {30},
number = {3},
pages = {438--446},
year = {2023},
url = {https://doi.org/10.1093/jamia/ocac230},
doi = {10.1093/JAMIA/OCAC230},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/JinXSLHZPZBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talip/ZhaoYJH23,
author = {Feng Zhao and
Cheng Yan and
Hai Jin and
Lifang He},
title = {BayesKGR: Bayesian Few-Shot Learning for Knowledge Graph Reasoning},
journal = {{ACM} Trans. Asian Low Resour. Lang. Inf. Process.},
volume = {22},
number = {6},
pages = {160:1--160:21},
year = {2023},
url = {https://doi.org/10.1145/3589183},
doi = {10.1145/3589183},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/talip/ZhaoYJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiPCDZYH23,
author = {Jianxin Li and
Hao Peng and
Yuwei Cao and
Yingtong Dou and
Hekai Zhang and
Philip S. Yu and
Lifang He},
title = {Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {560--574},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3074654},
doi = {10.1109/TKDE.2021.3074654},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiPCDZYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PengLWYLZYH23,
author = {Hao Peng and
Jianxin Li and
Zheng Wang and
Renyu Yang and
Mingsheng Liu and
Mingming Zhang and
Philip S. Yu and
Lifang He},
title = {Lifelong Property Price Prediction: {A} Case Study for the Toronto
Real Estate Market},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2765--2780},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3112749},
doi = {10.1109/TKDE.2021.3112749},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PengLWYLZYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuRTYPYPYH23,
author = {Jie Xu and
Yazhou Ren and
Huayi Tang and
Zhimeng Yang and
Lili Pan and
Yang Yang and
Xiaorong Pu and
Philip S. Yu and
Lifang He},
title = {Self-Supervised Discriminative Feature Learning for Deep Multi-View
Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {7},
pages = {7470--7482},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3193569},
doi = {10.1109/TKDE.2022.3193569},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuRTYPYPYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunDYZWYHL23,
author = {Lichao Sun and
Yingtong Dou and
Carl Yang and
Kai Zhang and
Ji Wang and
Philip S. Yu and
Lifang He and
Bo Li},
title = {Adversarial Attack and Defense on Graph Data: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {8},
pages = {7693--7711},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3201243},
doi = {10.1109/TKDE.2022.3201243},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunDYZWYHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiFZPWSYH23,
author = {Jianxin Li and
Xingcheng Fu and
Shijie Zhu and
Hao Peng and
Senzhang Wang and
Qingyun Sun and
Philip S. Yu and
Lifang He},
title = {A Robust and Generalized Framework for Adversarial Graph Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11004--11018},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3235944},
doi = {10.1109/TKDE.2023.3235944},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiFZPWSYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiHPCAY23,
author = {Jianxin Li and
Lifang He and
Hao Peng and
Peng Cui and
Charu C. Aggarwal and
Philip S. Yu},
title = {Guest Editorial Introduction to the Special Issue on Anomaly Detection
in Emerging Data-Driven Applications: Theory, Algorithms, and Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {11982--11983},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3301582},
doi = {10.1109/TKDE.2023.3301582},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiHPCAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/CuiDZKGLZHGY23,
author = {Hejie Cui and
Wei Dai and
Yanqiao Zhu and
Xuan Kan and
Antonio Aodong Chen Gu and
Joshua Lukemire and
Liang Zhan and
Lifang He and
Ying Guo and
Carl Yang},
title = {BrainGB: {A} Benchmark for Brain Network Analysis With Graph Neural
Networks},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {2},
pages = {493--506},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3218745},
doi = {10.1109/TMI.2022.3218745},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/CuiDZKGLZHGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Huang0PHX023,
author = {Zongmo Huang and
Yazhou Ren and
Xiaorong Pu and
Shudong Huang and
Zenglin Xu and
Lifang He},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Self-Supervised Graph Attention Networks for Deep Weighted Multi-View
Clustering},
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 = {7936--7943},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.25960},
doi = {10.1609/AAAI.V37I7.25960},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Huang0PHX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LingC0P00023,
author = {Yawen Ling and
Jianpeng Chen and
Yazhou Ren and
Xiaorong Pu and
Jie Xu and
Xiaofeng Zhu and
Lifang He},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Dual Label-Guided Graph Refinement for Multi-View Graph Clustering},
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 = {8791--8798},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26057},
doi = {10.1609/AAAI.V37I7.26057},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LingC0P00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhouZHSC23,
author = {Houliang Zhou and
Yu Zhang and
Lifang He and
Li Shen and
Brian Y. Chen},
editor = {Xingpeng Jiang and
Haiying Wang and
Reda Alhajj and
Xiaohua Hu and
Felix Engel and
Mufti Mahmud and
Nadia Pisanti and
Xuefeng Cui and
Hong Song},
title = {Interpretable Graph Convolutional Network for Alzheimer's Disease
Diagnosis using Multi-Modal Imaging Genetics},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2023, Istanbul, Turkiye, December 5-8, 2023},
pages = {1004--1007},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BIBM58861.2023.10385469},
doi = {10.1109/BIBM58861.2023.10385469},
timestamp = {Sat, 13 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/ZhouZHSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhouZSCZH23,
author = {Rong Zhou and
Houliang Zhou and
Li Shen and
Brian Y. Chen and
Yu Zhang and
Lifang He},
editor = {Xingpeng Jiang and
Haiying Wang and
Reda Alhajj and
Xiaohua Hu and
Felix Engel and
Mufti Mahmud and
Nadia Pisanti and
Xuefeng Cui and
Hong Song},
title = {Integrating Multimodal Contrastive Learning and Cross-Modal Attention
for Alzheimer's Disease Prediction in Brain Imaging Genetics},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2023, Istanbul, Turkiye, December 5-8, 2023},
pages = {1806--1811},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BIBM58861.2023.10385864},
doi = {10.1109/BIBM58861.2023.10385864},
timestamp = {Sat, 13 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/ZhouZSCZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZengPLLLY023,
author = {Guangjie Zeng and
Hao Peng and
Angsheng Li and
Zhiwei Liu and
Chunyang Liu and
Philip S. Yu and
Lifang He},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization
on Multi-Scale Superpixel Graphs},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {768--777},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00086},
doi = {10.1109/ICDM58522.2023.00086},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZengPLLLY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Cui0PP023,
author = {Chenhang Cui and
Yazhou Ren and
Jingyu Pu and
Xiaorong Pu and
Lifang He},
title = {Deep Multi-view Subspace Clustering with Anchor Graph},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3577--3585},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/398},
doi = {10.24963/IJCAI.2023/398},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Cui0PP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZengPLLHY23,
author = {Xianghua Zeng and
Hao Peng and
Angsheng Li and
Chunyang Liu and
Lifang He and
Philip S. Yu},
title = {Hierarchical State Abstraction based on Structural Information Principles},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4549--4557},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/506},
doi = {10.24963/IJCAI.2023/506},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZengPLLHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WangZZLZH23,
author = {Xuetong Wang and
Rong Zhou and
Kanhao Zhao and
Alex D. Leow and
Yu Zhang and
Lifang He},
title = {Normative Modeling Via Conditional Variational Autoencoder and Adversarial
Learning to Identify Brain Dysfunction in Alzheimer's Disease},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230377},
doi = {10.1109/ISBI53787.2023.10230377},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/WangZZLZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0003QM0K23,
author = {Yao Su and
Zhentian Qian and
Lei Ma and
Lifang He and
Xiangnan Kong},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {One-shot Joint Extraction, Registration and Segmentation of Neuroimaging
Data},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2049--2060},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599452},
doi = {10.1145/3580305.3599452},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0003QM0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouZCSZH23,
author = {Rong Zhou and
Houliang Zhou and
Brian Y. Chen and
Li Shen and
Yu Zhang and
Lifang He},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer's
Disease Using Multimodal Imaging Genetics},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14221},
pages = {681--691},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43895-0\_64},
doi = {10.1007/978-3-031-43895-0\_64},
timestamp = {Sat, 13 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhouZCSZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ChenX0PZ0H023,
author = {Xinyue Chen and
Jie Xu and
Yazhou Ren and
Xiaorong Pu and
Ce Zhu and
Xiaofeng Zhu and
Zhifeng Hao and
Lifang He},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {Federated Deep Multi-View Clustering with Global Self-Supervision},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {3498--3506},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612027},
doi = {10.1145/3581783.3612027},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/ChenX0PZ0H023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/Wu0PH023,
author = {Zhenqian Wu and
Yazhou Ren and
Xiaorong Pu and
Zhifeng Hao and
Lifang He},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {Generative Neutral Features-Disentangled Learning for Facial Expression
Recognition},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {4300--4308},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612014},
doi = {10.1145/3581783.3612014},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/Wu0PH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Cui0PLPWS023,
author = {Chenhang Cui and
Yazhou Ren and
Jingyu Pu and
Jiawei Li and
Xiaorong Pu and
Tianyi Wu and
Yutao Shi and
Lifang He},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Novel Approach for Effective Multi-View Clustering with Information-Theoretic
Perspective},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8c64bc3f7796d31caa7c3e6b969bf7da-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Cui0PLPWS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09419,
author = {Ce Zhou and
Qian Li and
Chen Li and
Jun Yu and
Yixin Liu and
Guangjing Wang and
Kai Zhang and
Cheng Ji and
Qiben Yan and
Lifang He and
Hao Peng and
Jianxin Li and
Jia Wu and
Ziwei Liu and
Pengtao Xie and
Caiming Xiong and
Jian Pei and
Philip S. Yu and
Lichao Sun},
title = {A Comprehensive Survey on Pretrained Foundation Models: {A} History
from {BERT} to ChatGPT},
journal = {CoRR},
volume = {abs/2302.09419},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09419},
doi = {10.48550/ARXIV.2302.09419},
eprinttype = {arXiv},
eprint = {2302.09419},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11840,
author = {Zhenqian Wu and
Xiaoyuan Li and
Yazhou Ren and
Xiaorong Pu and
Xiaofeng Zhu and
Lifang He},
title = {Self-Paced Neutral Expression-Disentangled Learning for Facial Expression
Recognition},
journal = {CoRR},
volume = {abs/2303.11840},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11840},
doi = {10.48550/ARXIV.2303.11840},
eprinttype = {arXiv},
eprint = {2303.11840},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08990,
author = {Zhaoming Kong and
Fangxi Deng and
Haomin Zhuang and
Xiaowei Yang and
Jun Yu and
Lifang He},
title = {A Comparison of Image Denoising Methods},
journal = {CoRR},
volume = {abs/2304.08990},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08990},
doi = {10.48550/ARXIV.2304.08990},
eprinttype = {arXiv},
eprint = {2304.08990},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12000,
author = {Xianghua Zeng and
Hao Peng and
Angsheng Li and
Chunyang Liu and
Lifang He and
Philip S. Yu},
title = {Hierarchical State Abstraction Based on Structural Information Principles},
journal = {CoRR},
volume = {abs/2304.12000},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12000},
doi = {10.48550/ARXIV.2304.12000},
eprinttype = {arXiv},
eprint = {2304.12000},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06939,
author = {Chenhang Cui and
Yazhou Ren and
Jingyu Pu and
Xiaorong Pu and
Lifang He},
title = {Deep Multi-View Subspace Clustering with Anchor Graph},
journal = {CoRR},
volume = {abs/2305.06939},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06939},
doi = {10.48550/ARXIV.2305.06939},
eprinttype = {arXiv},
eprint = {2305.06939},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17100,
author = {Kai Zhang and
Jun Yu and
Zhiling Yan and
Yixin Liu and
Eashan Adhikarla and
Sunyang Fu and
Xun Chen and
Chen Chen and
Yuyin Zhou and
Xiang Li and
Lifang He and
Brian D. Davison and
Quanzheng Li and
Yong Chen and
Hongfang Liu and
Lichao Sun},
title = {BiomedGPT: {A} Unified and Generalist Biomedical Generative Pre-trained
Transformer for Vision, Language, and Multimodal Tasks},
journal = {CoRR},
volume = {abs/2305.17100},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17100},
doi = {10.48550/ARXIV.2305.17100},
eprinttype = {arXiv},
eprint = {2305.17100},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15198,
author = {Yao Su and
Zhentian Qian and
Lei Ma and
Lifang He and
Xiangnan Kong},
title = {One-shot Joint Extraction, Registration and Segmentation of Neuroimaging
Data},
journal = {CoRR},
volume = {abs/2307.15198},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15198},
doi = {10.48550/ARXIV.2307.15198},
eprinttype = {arXiv},
eprint = {2307.15198},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01899,
author = {Guangjie Zeng and
Hao Peng and
Angsheng Li and
Zhiwei Liu and
Chunyang Liu and
Philip S. Yu and
Lifang He},
title = {Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization
on Multi-Scale Superpixel Graphs},
journal = {CoRR},
volume = {abs/2309.01899},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01899},
doi = {10.48550/ARXIV.2309.01899},
eprinttype = {arXiv},
eprint = {2309.01899},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13697,
author = {Xinyue Chen and
Jie Xu and
Yazhou Ren and
Xiaorong Pu and
Ce Zhu and
Xiaofeng Zhu and
Zhifeng Hao and
Lifang He},
title = {Federated Deep Multi-View Clustering with Global Self-Supervision},
journal = {CoRR},
volume = {abs/2309.13697},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13697},
doi = {10.48550/ARXIV.2309.13697},
eprinttype = {arXiv},
eprint = {2309.13697},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13989,
author = {Chenhang Cui and
Yazhou Ren and
Jingyu Pu and
Jiawei Li and
Xiaorong Pu and
Tianyi Wu and
Yutao Shi and
Lifang He},
title = {A Novel Approach for Effective Multi-View Clustering with Information-Theoretic
Perspective},
journal = {CoRR},
volume = {abs/2309.13989},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13989},
doi = {10.48550/ARXIV.2309.13989},
eprinttype = {arXiv},
eprint = {2309.13989},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19061,
author = {Zhiling Yan and
Kai Zhang and
Rong Zhou and
Lifang He and
Xiang Li and
Lichao Sun},
title = {Multimodal ChatGPT for Medical Applications: an Experimental Study
of {GPT-4V}},
journal = {CoRR},
volume = {abs/2310.19061},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19061},
doi = {10.48550/ARXIV.2310.19061},
eprinttype = {arXiv},
eprint = {2310.19061},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10917,
author = {Guangjie Zeng and
Hao Peng and
Angsheng Li and
Zhiwei Liu and
Runze Yang and
Chunyang Liu and
Lifang He},
title = {Semi-Supervised Clustering via Structural Entropy with Different Constraints},
journal = {CoRR},
volume = {abs/2312.10917},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10917},
doi = {10.48550/ARXIV.2312.10917},
eprinttype = {arXiv},
eprint = {2312.10917},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/FeiCHCHLLCLW22,
author = {Yue Fei and
Fan Chen and
Lifang He and
Jiamin Chen and
Yuexing Hao and
Xia Li and
Guiqing Liu and
Qinqun Chen and
Li Li and
Hang Wei},
title = {Intelligent classification of antenatal cardiotocography signals via
multimodal bidirectional gated recurrent units},
journal = {Biomed. Signal Process. Control.},
volume = {78},
pages = {104008},
year = {2022},
url = {https://doi.org/10.1016/j.bspc.2022.104008},
doi = {10.1016/J.BSPC.2022.104008},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/FeiCHCHLLCLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HuangLP0GPW022,
author = {Hongren Huang and
Chen Li and
Xutan Peng and
Lifang He and
Shu Guo and
Hao Peng and
Lihong Wang and
Jianxin Li},
title = {Cross-knowledge-graph entity alignment via relation prediction},
journal = {Knowl. Based Syst.},
volume = {240},
pages = {107813},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107813},
doi = {10.1016/J.KNOSYS.2021.107813},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/HuangLP0GPW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HuangYCZWH22,
author = {Liping Huang and
Yongjian Yang and
Hechang Chen and
Yunke Zhang and
Zijia Wang and
Lifang He},
title = {Context-aware road travel time estimation by coupled tensor decomposition
based on trajectory data},
journal = {Knowl. Based Syst.},
volume = {245},
pages = {108596},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108596},
doi = {10.1016/J.KNOSYS.2022.108596},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/HuangYCZWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/YuCLXH22,
author = {Xiangchun Yu and
Hechang Chen and
Miaomiao Liang and
Qing Xu and
Lifang He},
title = {A transfer learning-based novel fusion convolutional neural network
for breast cancer histology classification},
journal = {Multim. Tools Appl.},
volume = {81},
number = {9},
pages = {11949--11963},
year = {2022},
url = {https://doi.org/10.1007/s11042-020-09977-1},
doi = {10.1007/S11042-020-09977-1},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/YuCLXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoWPBMMHDDLYH22,
author = {Xusheng Zhao and
Jia Wu and
Hao Peng and
Amin Beheshti and
Jessica J. M. Monaghan and
David McAlpine and
Heivet Hernandez{-}Perez and
Mark Dras and
Qiong Dai and
Yangyang Li and
Philip S. Yu and
Lifang He},
title = {Deep reinforcement learning guided graph neural networks for brain
network analysis},
journal = {Neural Networks},
volume = {154},
pages = {56--67},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.06.035},
doi = {10.1016/J.NEUNET.2022.06.035},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhaoWPBMMHDDLYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/PengYWLHYZR22,
author = {Hao Peng and
Renyu Yang and
Zheng Wang and
Jianxin Li and
Lifang He and
Philip S. Yu and
Albert Y. Zomaya and
Rajiv Ranjan},
title = {Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous
Information Networks},
journal = {{IEEE} Trans. Computers},
volume = {71},
number = {3},
pages = {628--642},
year = {2022},
url = {https://doi.org/10.1109/TC.2021.3057082},
doi = {10.1109/TC.2021.3057082},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tc/PengYWLHYZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/XuPBHLSH22,
author = {Xiaohang Xu and
Hao Peng and
Md. Zakirul Alam Bhuiyan and
Zhifeng Hao and
Lianzhong Liu and
Lichao Sun and
Lifang He},
title = {Privacy-Preserving Federated Depression Detection From Multisource
Mobile Health Data},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {18},
number = {7},
pages = {4788--4797},
year = {2022},
url = {https://doi.org/10.1109/TII.2021.3113708},
doi = {10.1109/TII.2021.3113708},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/XuPBHLSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiPLXYSYH22,
author = {Qian Li and
Hao Peng and
Jianxin Li and
Congying Xia and
Renyu Yang and
Lichao Sun and
Philip S. Yu and
Lifang He},
title = {A Survey on Text Classification: From Traditional to Deep Learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {2},
pages = {31:1--31:41},
year = {2022},
url = {https://doi.org/10.1145/3495162},
doi = {10.1145/3495162},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/LiPLXYSYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/CheKPSLCH22,
author = {Sicong Che and
Zhaoming Kong and
Hao Peng and
Lichao Sun and
Alex D. Leow and
Yong Chen and
Lifang He},
title = {Federated Multi-view Learning for Private Medical Data Integration
and Analysis},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {4},
pages = {61:1--61:23},
year = {2022},
url = {https://doi.org/10.1145/3501816},
doi = {10.1145/3501816},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/CheKPSLCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiPLSLWYH22,
author = {Chen Li and
Hao Peng and
Jianxin Li and
Lichao Sun and
Lingjuan Lyu and
Lihong Wang and
Philip S. Yu and
Lifang He},
title = {Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2530--2542},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3114027},
doi = {10.1109/TNNLS.2021.3114027},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiPLSLWYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LuoLCSHY22,
author = {Gongxu Luo and
Chenyang Li and
Hejie Cui and
Lichao Sun and
Lifang He and
Carl Yang},
editor = {Donald A. Adjeroh and
Qi Long and
Xinghua Mindy Shi and
Fei Guo and
Xiaohua Hu and
Srinivas Aluru and
Giri Narasimhan and
Jianxin Wang and
Mingon Kang and
Ananda Mondal and
Jin Liu},
title = {Multi-View Brain Network Analysis with Cross-View Missing Network
Generation},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2022, Las Vegas, NV, USA, December 6-8, 2022},
pages = {108--115},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BIBM55620.2022.9995283},
doi = {10.1109/BIBM55620.2022.9995283},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/LuoLCSHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/YuZCSH22,
author = {Jun Yu and
Benjamin Zalatan and
Yong Chen and
Li Shen and
Lifang He},
editor = {Donald A. Adjeroh and
Qi Long and
Xinghua Mindy Shi and
Fei Guo and
Xiaohua Hu and
Srinivas Aluru and
Giri Narasimhan and
Jianxin Wang and
Mingon Kang and
Ananda Mondal and
Jin Liu},
title = {Tensor-Based Multi-Modal Multi-Target Regression for Alzheimer's Disease
Prediction},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2022, Las Vegas, NV, USA, December 6-8, 2022},
pages = {639--646},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BIBM55620.2022.9995078},
doi = {10.1109/BIBM55620.2022.9995078},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/YuZCSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CuiDZKGLZHGY22,
author = {Hejie Cui and
Wei Dai and
Yanqiao Zhu and
Xuan Kan and
Antonio Aodong Chen Gu and
Joshua Lukemire and
Liang Zhan and
Lifang He and
Ying Guo and
Carl Yang},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {BrainGB: {A} Benchmark for Brain Network Analysis with Graph Neural
Networks (Extended Abstract)},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4968--4969},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020992},
doi = {10.1109/BIGDATA55660.2022.10020992},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/CuiDZKGLZHGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RenJPCWY022,
author = {Jiaqian Ren and
Lei Jiang and
Hao Peng and
Yuwei Cao and
Jia Wu and
Philip S. Yu and
Lifang He},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {From Known to Unknown: Quality-aware Self-improving Graph Neural Network
For Open Set Social Event Detection},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {1696--1705},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557329},
doi = {10.1145/3511808.3557329},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/RenJPCWY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XuT0P0022,
author = {Jie Xu and
Huayi Tang and
Yazhou Ren and
Liang Peng and
Xiaofeng Zhu and
Lifang He},
title = {Multi-level Feature Learning for Contrastive Multi-view Clustering},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {16030--16039},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01558},
doi = {10.1109/CVPR52688.2022.01558},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/XuT0P0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ZhuCHSY22,
author = {Yanqiao Zhu and
Hejie Cui and
Lifang He and
Lichao Sun and
Carl Yang},
title = {Joint Embedding of Structural and Functional Brain Networks with Graph
Neural Networks for Mental Illness Diagnosis},
booktitle = {44th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2022, Glasgow, Scotland,
United Kingdom, July 11-15, 2022},
pages = {272--276},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/EMBC48229.2022.9871118},
doi = {10.1109/EMBC48229.2022.9871118},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/ZhuCHSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003D0K22,
author = {Yao Su and
Xin Dai and
Lifang He and
Xiangnan Kong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{ABN:} Anti-Blur Neural Networks for Multi-Stage Deformable Image
Registration},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {468--477},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00057},
doi = {10.1109/ICDM54844.2022.00057},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0003D0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ChenYP0PG022,
author = {Jianpeng Chen and
Zhimeng Yang and
Jingyu Pu and
Yazhou Ren and
Xiaorong Pu and
Li Gao and
Lifang He},
editor = {Mohammad Tanveer and
Sonali Agarwal and
Seiichi Ozawa and
Asif Ekbal and
Adam Jatowt},
title = {Shared-Attribute Multi-Graph Clustering with Global Self-Attention},
booktitle = {Neural Information Processing - 29th International Conference, {ICONIP}
2022, Virtual Event, November 22-26, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13623},
pages = {51--63},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-30105-6\_5},
doi = {10.1007/978-3-031-30105-6\_5},
timestamp = {Thu, 20 Apr 2023 15:23:54 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ChenYP0PG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YuKKPYSLH22,
author = {Jun Yu and
Zhaoming Kong and
Aditya Kendre and
Hao Peng and
Carl Yang and
Lichao Sun and
Alex D. Leow and
Lifang He},
title = {Structure-Preserving Graph Kernel for Brain Network Classification},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761456},
doi = {10.1109/ISBI52829.2022.9761456},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/YuKKPYSLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhouHZSC22,
author = {Houliang Zhou and
Lifang He and
Yu Zhang and
Li Shen and
Brian Chen},
title = {Interpretable Graph Convolutional Network Of Multi-Modality Brain
Imaging For Alzheimer's Disease Diagnosis},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761449},
doi = {10.1109/ISBI52829.2022.9761449},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZhouHZSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SuQ0K22,
author = {Yao Su and
Zhentian Qian and
Lifang He and
Xiangnan Kong},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging
Data},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1666--1675},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539227},
doi = {10.1145/3534678.3539227},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SuQ0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Yang0CK0GY22,
author = {Yi Yang and
Yanqiao Zhu and
Hejie Cui and
Xuan Kan and
Lifang He and
Ying Guo and
Carl Yang},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4743--4751},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542680},
doi = {10.1145/3534678.3542680},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Yang0CK0GY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CuiDZLHY22,
author = {Hejie Cui and
Wei Dai and
Yanqiao Zhu and
Xiaoxiao Li and
Lifang He and
Carl Yang},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Interpretable Graph Neural Networks for Connectome-Based Brain Disorder
Analysis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {375--385},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_36},
doi = {10.1007/978-3-031-16452-1\_36},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/CuiDZLHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouZCSH22,
author = {Houliang Zhou and
Yu Zhang and
Brian Y. Chen and
Li Shen and
Lifang He},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Sparse Interpretation of Graph Convolutional Networks for Multi-modal
Diagnosis of Alzheimer's Disease},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {469--478},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_45},
doi = {10.1007/978-3-031-16452-1\_45},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhouZCSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04611,
author = {Weihang Yuan and
Hector Mu{\~{n}}oz{-}Avila and
Venkatsampath Raja Gogineni and
Sravya Kondrakunta and
Michael T. Cox and
Lifang He},
title = {Task Modifiers for {HTN} Planning and Acting},
journal = {CoRR},
volume = {abs/2202.04611},
year = {2022},
url = {https://arxiv.org/abs/2202.04611},
eprinttype = {arXiv},
eprint = {2202.04611},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05145,
author = {Xiaoqin Pan and
Xuan Lin and
Dongsheng Cao and
Xiangxiang Zeng and
Philip S. Yu and
Lifang He and
Ruth Nussinov and
Feixiong Cheng},
title = {Deep learning for drug repurposing: methods, databases, and applications},
journal = {CoRR},
volume = {abs/2202.05145},
year = {2022},
url = {https://arxiv.org/abs/2202.05145},
eprinttype = {arXiv},
eprint = {2202.05145},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10093,
author = {Xusheng Zhao and
Jia Wu and
Hao Peng and
Amin Beheshti and
Jessica Monaghan and
David McAlpine and
Heivet Hernandez{-}Perez and
Mark Dras and
Qiong Dai and
Yangyang Li and
Philip S. Yu and
Lifang He},
title = {Deep Reinforcement Learning Guided Graph Neural Networks for Brain
Network Analysis},
journal = {CoRR},
volume = {abs/2203.10093},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10093},
doi = {10.48550/ARXIV.2203.10093},
eprinttype = {arXiv},
eprint = {2203.10093},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07054,
author = {Hejie Cui and
Wei Dai and
Yanqiao Zhu and
Xuan Kan and
Antonio Aodong Chen Gu and
Joshua Lukemire and
Liang Zhan and
Lifang He and
Ying Guo and
Carl Yang},
title = {BrainGB: {A} Benchmark for Brain Network Analysis with Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2204.07054},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07054},
doi = {10.48550/ARXIV.2204.07054},
eprinttype = {arXiv},
eprint = {2204.07054},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13188,
author = {Houliang Zhou and
Lifang He and
Yu Zhang and
Li Shen and
Brian Chen},
title = {Interpretable Graph Convolutional Network of Multi-Modality Brain
Imaging for Alzheimer's Disease Diagnosis},
journal = {CoRR},
volume = {abs/2204.13188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13188},
doi = {10.48550/ARXIV.2204.13188},
eprinttype = {arXiv},
eprint = {2204.13188},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03803,
author = {Zongmo Huang and
Yazhou Ren and
Xiaorong Pu and
Lifang He},
title = {Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations
and Graphs},
journal = {CoRR},
volume = {abs/2205.03803},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03803},
doi = {10.48550/ARXIV.2205.03803},
eprinttype = {arXiv},
eprint = {2205.03803},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04486,
author = {Yi Yang and
Yanqiao Zhu and
Hejie Cui and
Xuan Kan and
Lifang He and
Ying Guo and
Carl Yang},
title = {Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning},
journal = {CoRR},
volume = {abs/2206.04486},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04486},
doi = {10.48550/ARXIV.2206.04486},
eprinttype = {arXiv},
eprint = {2206.04486},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00813,
author = {Hejie Cui and
Wei Dai and
Yanqiao Zhu and
Xiaoxiao Li and
Lifang He and
Carl Yang},
title = {Interpretable Graph Neural Networks for Connectome-Based Brain Disorder
Analysis},
journal = {CoRR},
volume = {abs/2207.00813},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00813},
doi = {10.48550/ARXIV.2207.00813},
eprinttype = {arXiv},
eprint = {2207.00813},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06973,
author = {Jiaqian Ren and
Lei Jiang and
Hao Peng and
Yuwei Cao and
Jia Wu and
Philip S. Yu and
Lifang He},
title = {From Known to Unknown: Quality-aware Self-improving Graph Neural Network
for Open Set Social Event Detection},
journal = {CoRR},
volume = {abs/2208.06973},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06973},
doi = {10.48550/ARXIV.2208.06973},
eprinttype = {arXiv},
eprint = {2208.06973},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11372,
author = {Jun Yu and
Zhaoming Kong and
Liang Zhan and
Li Shen and
Lifang He},
title = {Tensor-Based Multi-Modality Feature Selection and Regression for Alzheimer's
Disease Diagnosis},
journal = {CoRR},
volume = {abs/2209.11372},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11372},
doi = {10.48550/ARXIV.2209.11372},
eprinttype = {arXiv},
eprint = {2209.11372},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04142,
author = {Yazhou Ren and
Jingyu Pu and
Zhimeng Yang and
Jie Xu and
Guofeng Li and
Xiaorong Pu and
Philip S. Yu and
Lifang He},
title = {Deep Clustering: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/2210.04142},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04142},
doi = {10.48550/ARXIV.2210.04142},
eprinttype = {arXiv},
eprint = {2210.04142},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07011,
author = {Jianpeng Chen and
Yawen Ling and
Jie Xu and
Yazhou Ren and
Shudong Huang and
Xiaorong Pu and
Lifang He},
title = {Variational Graph Generator for Multi-View Graph Clustering},
journal = {CoRR},
volume = {abs/2210.07011},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07011},
doi = {10.48550/ARXIV.2210.07011},
eprinttype = {arXiv},
eprint = {2210.07011},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08982,
author = {Xuetong Wang and
Kanhao Zhao and
Rong Zhou and
Alex D. Leow and
Ricardo Osorio and
Yu Zhang and
Lifang He},
title = {Normative Modeling via Conditional Variational Autoencoder and Adversarial
Learning to Identify Brain Dysfunction in Alzheimer's Disease},
journal = {CoRR},
volume = {abs/2211.08982},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08982},
doi = {10.48550/ARXIV.2211.08982},
eprinttype = {arXiv},
eprint = {2211.08982},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03277,
author = {Yao Su and
Xin Dai and
Lifang He and
Xiangnan Kong},
title = {{ABN:} Anti-Blur Neural Networks for Multi-Stage Deformable Image
Registration},
journal = {CoRR},
volume = {abs/2212.03277},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03277},
doi = {10.48550/ARXIV.2212.03277},
eprinttype = {arXiv},
eprint = {2212.03277},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03306,
author = {Yao Su and
Zhentian Qian and
Lifang He and
Xiangnan Kong},
title = {ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging
Data},
journal = {CoRR},
volume = {abs/2212.03306},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03306},
doi = {10.48550/ARXIV.2212.03306},
eprinttype = {arXiv},
eprint = {2212.03306},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PengDLLJWZH21,
author = {Hao Peng and
Bowen Du and
Mingsheng Liu and
Mingzhe Liu and
Shumei Ji and
Senzhang Wang and
Xu Zhang and
Lifang He},
title = {Dynamic graph convolutional network for long-term traffic flow prediction
with reinforcement learning},
journal = {Inf. Sci.},
volume = {578},
pages = {401--416},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.07.007},
doi = {10.1016/J.INS.2021.07.007},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/PengDLLJWZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TangMHHZ21,
author = {Haoteng Tang and
Guixiang Ma and
Lifang He and
Heng Huang and
Liang Zhan},
title = {CommPOOL: An interpretable graph pooling framework for hierarchical
graph representation learning},
journal = {Neural Networks},
volume = {143},
pages = {669--677},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.07.028},
doi = {10.1016/J.NEUNET.2021.07.028},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/TangMHHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengLSYRYH21,
author = {Hao Peng and
Jianxin Li and
Yangqiu Song and
Renyu Yang and
Rajiv Ranjan and
Philip S. Yu and
Lifang He},
title = {Streaming Social Event Detection and Evolution Discovery in Heterogeneous
Information Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {89:1--89:33},
year = {2021},
url = {https://doi.org/10.1145/3447585},
doi = {10.1145/3447585},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/PengLSYRYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PengLWWGYLYH21,
author = {Hao Peng and
Jianxin Li and
Senzhang Wang and
Lihong Wang and
Qiran Gong and
Renyu Yang and
Bo Li and
Philip S. Yu and
Lifang He},
title = {Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for
Large-Scale Multi-Label Text Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {6},
pages = {2505--2519},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2959991},
doi = {10.1109/TKDE.2019.2959991},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PengLWWGYLYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuWHCWYY21,
author = {Linchuan Xu and
Jing Wang and
Lifang He and
Jiannong Cao and
Xiaokai Wei and
Philip S. Yu and
Kenji Yamanishi},
title = {MixSp: {A} Framework for Embedding Heterogeneous Information Networks
With Arbitrary Number of Node and Edge Types},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {6},
pages = {2627--2639},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2955945},
doi = {10.1109/TKDE.2019.2955945},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/XuWHCWYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuLPW021,
author = {Shijie Zhu and
Jianxin Li and
Hao Peng and
Senzhang Wang and
Lifang He},
title = {Adversarial Directed Graph Embedding},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4741--4748},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16605},
doi = {10.1609/AAAI.V35I5.16605},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhuLPW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuW0PY21,
author = {Ye Liu and
Yao Wan and
Lifang He and
Hao Peng and
Philip S. Yu},
title = {{KG-BART:} Knowledge Graph-Augmented {BART} for Generative Commonsense
Reasoning},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {6418--6425},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i7.16796},
doi = {10.1609/AAAI.V35I7.16796},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiuW0PY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0006ZWX0Y21,
author = {Ye Liu and
Jian{-}Guo Zhang and
Yao Wan and
Congying Xia and
Lifang He and
Philip S. Yu},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {{HETFORMER:} Heterogeneous Transformer with Sparse Attention for Long-Text
Extractive Summarization},
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 = {146--154},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.13},
doi = {10.18653/V1/2021.EMNLP-MAIN.13},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/0006ZWX0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Xu0TP0Z021,
author = {Jie Xu and
Yazhou Ren and
Huayi Tang and
Xiaorong Pu and
Xiaofeng Zhu and
Ming Zeng and
Lifang He},
title = {Multi-VAE: Learning Disentangled View-common and View-peculiar Visual
Representations for Multi-view Clustering},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9214--9223},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00910},
doi = {10.1109/ICCV48922.2021.00910},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Xu0TP0Z021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Najafi0Y21,
author = {Mehrnaz Najafi and
Lifang He and
Philip S. Yu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Outlier-Robust Multi-View Subspace Clustering with Prior Constraints},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {439--448},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00055},
doi = {10.1109/ICDM51629.2021.00055},
timestamp = {Mon, 31 Jan 2022 08:58:55 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Najafi0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoLPYSY021,
author = {Gongxu Luo and
Jianxin Li and
Hao Peng and
Carl Yang and
Lichao Sun and
Philip S. Yu and
Lifang He},
editor = {Zhi{-}Hua Zhou},
title = {Graph Entropy Guided Node Embedding Dimension Selection for Graph
Neural Networks},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2767--2774},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/381},
doi = {10.24963/IJCAI.2021/381},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuoLPYSY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/Huang0P021,
author = {Zongmo Huang and
Yazhou Ren and
Xiaorong Pu and
Lifang He},
editor = {Heng Tao Shen and
Yueting Zhuang and
John R. Smith and
Yang Yang and
Pablo C{\'{e}}sar and
Florian Metze and
Balakrishnan Prabhakaran},
title = {Non-Linear Fusion for Self-Paced Multi-View Clustering},
booktitle = {{MM} '21: {ACM} Multimedia Conference, Virtual Event, China, October
20 - 24, 2021},
pages = {3211--3219},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474085.3475471},
doi = {10.1145/3474085.3475471},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/Huang0P021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SunLPWNY021,
author = {Qingyun Sun and
Jianxin Li and
Hao Peng and
Jia Wu and
Yuanxing Ning and
Philip S. Yu and
Lifang He},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {{SUGAR:} Subgraph Neural Network with Reinforcement Pooling and Self-Supervised
Mutual Information Mechanism},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2081--2091},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449822},
doi = {10.1145/3442381.3449822},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/SunLPWNY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06800,
author = {Zheng Liu and
Xiaohan Li and
Hao Peng and
Lifang He and
Philip S. Yu},
title = {Heterogeneous Similarity Graph Neural Network on Electronic Health
Records},
journal = {CoRR},
volume = {abs/2101.06800},
year = {2021},
url = {https://arxiv.org/abs/2101.06800},
eprinttype = {arXiv},
eprint = {2101.06800},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08170,
author = {Qingyun Sun and
Hao Peng and
Jianxin Li and
Jia Wu and
Yuanxing Ning and
Philip S. Yu and
Lifang He},
title = {{SUGAR:} Subgraph Neural Network with Reinforcement Pooling and Self-Supervised
Mutual Information Mechanism},
journal = {CoRR},
volume = {abs/2101.08170},
year = {2021},
url = {https://arxiv.org/abs/2101.08170},
eprinttype = {arXiv},
eprint = {2101.08170},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09342,
author = {Xiaohang Xu and
Hao Peng and
Lichao Sun and
Yan Niu and
Hongyuan Ma and
Lianzhong Liu and
Lifang He},
title = {Federated Depression Detection from Multi-SourceMobile Health Data},
journal = {CoRR},
volume = {abs/2102.09342},
year = {2021},
url = {https://arxiv.org/abs/2102.09342},
eprinttype = {arXiv},
eprint = {2102.09342},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00853,
author = {Hao Peng and
Jianxin Li and
Yangqiu Song and
Renyu Yang and
Rajiv Ranjan and
Philip S. Yu and
Lifang He},
title = {Streaming Social Event Detection and Evolution Discovery in Heterogeneous
Information Networks},
journal = {CoRR},
volume = {abs/2104.00853},
year = {2021},
url = {https://arxiv.org/abs/2104.00853},
eprinttype = {arXiv},
eprint = {2104.00853},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07892,
author = {Jianxin Li and
Hao Peng and
Yuwei Cao and
Yingtong Dou and
Hekai Zhang and
Philip S. Yu and
Lifang He},
title = {Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks},
journal = {CoRR},
volume = {abs/2104.07892},
year = {2021},
url = {https://arxiv.org/abs/2104.07892},
eprinttype = {arXiv},
eprint = {2104.07892},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09255,
author = {Zongmo Huang and
Yazhou Ren and
Xiaorong Pu and
Lifang He},
title = {Non-Linear Fusion for Self-Paced Multi-View Clustering},
journal = {CoRR},
volume = {abs/2104.09255},
year = {2021},
url = {https://arxiv.org/abs/2104.09255},
eprinttype = {arXiv},
eprint = {2104.09255},
timestamp = {Fri, 30 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01603,
author = {Sicong Che and
Hao Peng and
Lichao Sun and
Yong Chen and
Lifang He},
title = {Federated Multi-View Learning for Private Medical Data Integration
and Analysis},
journal = {CoRR},
volume = {abs/2105.01603},
year = {2021},
url = {https://arxiv.org/abs/2105.01603},
eprinttype = {arXiv},
eprint = {2105.01603},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03058,
author = {Mehrnaz Najafi and
Lifang He and
Philip S. Yu},
title = {Error-Robust Multi-View Clustering: Progress, Challenges and Opportunities},
journal = {CoRR},
volume = {abs/2105.03058},
year = {2021},
url = {https://arxiv.org/abs/2105.03058},
eprinttype = {arXiv},
eprint = {2105.03058},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03178,
author = {Gongxu Luo and
Jianxin Li and
Hao Peng and
Carl Yang and
Lichao Sun and
Philip S. Yu and
Lifang He},
title = {Graph Entropy Guided Node Embedding Dimension Selection for Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2105.03178},
year = {2021},
url = {https://arxiv.org/abs/2105.03178},
eprinttype = {arXiv},
eprint = {2105.03178},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10651,
author = {Jianxin Li and
Xingcheng Fu and
Hao Peng and
Senzhang Wang and
Shijie Zhu and
Qingyun Sun and
Philip S. Yu and
Lifang He},
title = {A Robust and Generalized Framework for Adversarial Graph Embedding},
journal = {CoRR},
volume = {abs/2105.10651},
year = {2021},
url = {https://arxiv.org/abs/2105.10651},
eprinttype = {arXiv},
eprint = {2105.10651},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11193,
author = {Jie Xu and
Huayi Tang and
Yazhou Ren and
Xiaofeng Zhu and
Lifang He},
title = {Contrastive Multi-Modal Clustering},
journal = {CoRR},
volume = {abs/2106.11193},
year = {2021},
url = {https://arxiv.org/abs/2106.11193},
eprinttype = {arXiv},
eprint = {2106.11193},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03220,
author = {Yanqiao Zhu and
Hejie Cui and
Lifang He and
Lichao Sun and
Carl Yang},
title = {Joint Embedding of Structural and Functional Brain Networks with Graph
Neural Networks for Mental Illness Diagnosis},
journal = {CoRR},
volume = {abs/2107.03220},
year = {2021},
url = {https://arxiv.org/abs/2107.03220},
eprinttype = {arXiv},
eprint = {2107.03220},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05097,
author = {Hejie Cui and
Wei Dai and
Yanqiao Zhu and
Xiaoxiao Li and
Lifang He and
Carl Yang},
title = {BrainNNExplainer: An Interpretable Graph Neural Network Framework
for Brain Network based Disease Analysis},
journal = {CoRR},
volume = {abs/2107.05097},
year = {2021},
url = {https://arxiv.org/abs/2107.05097},
eprinttype = {arXiv},
eprint = {2107.05097},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00158,
author = {Zhaoming Kong and
Lichao Sun and
Hao Peng and
Liang Zhan and
Yong Chen and
Lifang He},
title = {Multiplex Graph Networks for Multimodal Brain Network Analysis},
journal = {CoRR},
volume = {abs/2108.00158},
year = {2021},
url = {https://arxiv.org/abs/2108.00158},
eprinttype = {arXiv},
eprint = {2108.00158},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06388,
author = {Ye Liu and
Jian{-}Guo Zhang and
Yao Wan and
Congying Xia and
Lifang He and
Philip S. Yu},
title = {{HETFORMER:} Heterogeneous Transformer with Sparse Attention for Long-Text
Extractive Summarization},
journal = {CoRR},
volume = {abs/2110.06388},
year = {2021},
url = {https://arxiv.org/abs/2110.06388},
eprinttype = {arXiv},
eprint = {2110.06388},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10803,
author = {Zhaoming Kong and
Aditya Kendre and
Jun Yu and
Hao Peng and
Carl Yang and
Lichao Sun and
Alex D. Leow and
Lifang He},
title = {Structure-Preserving Graph Kernel for Brain Network Classification},
journal = {CoRR},
volume = {abs/2111.10803},
year = {2021},
url = {https://arxiv.org/abs/2111.10803},
eprinttype = {arXiv},
eprint = {2111.10803},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiangHLCYYW20,
author = {Tingting Liang and
Lifang He and
Chun{-}Ta Lu and
Liang Chen and
Haochao Ying and
Philip S. Yu and
Jian Wu},
title = {{CAMAR:} a broad learning based context-aware recommender for mobile
applications},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {8},
pages = {3291--3319},
year = {2020},
url = {https://doi.org/10.1007/s10115-020-01440-9},
doi = {10.1007/S10115-020-01440-9},
timestamp = {Wed, 08 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiangHLCYYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PengLGNW020,
author = {Hao Peng and
Jianxin Li and
Qiran Gong and
Yuanxing Ning and
Senzhang Wang and
Lifang He},
title = {Motif-Matching Based Subgraph-Level Attentional Convolutional Network
for Graph Classification},
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 = {5387--5394},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5987},
doi = {10.1609/AAAI.V34I04.5987},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/PengLGNW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuLP0Y20,
author = {Zheng Liu and
Xiaohan Li and
Hao Peng and
Lifang He and
Philip S. Yu},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Heterogeneous Similarity Graph Neural Network on Electronic Health
Records},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1196--1205},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377795},
doi = {10.1109/BIGDATA50022.2020.9377795},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuLP0Y20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SunXYLYH20,
author = {Lichao Sun and
Congying Xia and
Wenpeng Yin and
Tingting Liang and
Philip S. Yu and
Lifang He},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Mixup-Transformer: Dynamic Data Augmentation for {NLP} Tasks},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {3436--3440},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.305},
doi = {10.18653/V1/2020.COLING-MAIN.305},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/SunXYLYH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/DengPXLHY20,
author = {Zhongfen Deng and
Hao Peng and
Congying Xia and
Jianxin Li and
Lifang He and
Philip S. Yu},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Hierarchical Bi-Directional Self-Attention Networks for Paper Review
Rating Recommendation},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {6302--6314},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.555},
doi = {10.18653/V1/2020.COLING-MAIN.555},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/DengPXLHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SunPLWDZY020,
author = {Qingyun Sun and
Hao Peng and
Jianxin Li and
Senzhang Wang and
Xiangyu Dong and
Liangxuan Zhao and
Philip S. Yu and
Lifang He},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous
Academic Networks},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {511--520},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00060},
doi = {10.1109/ICDM50108.2020.00060},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SunPLWDZY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00364,
author = {Qian Li and
Hao Peng and
Jianxin Li and
Congying Xia and
Renyu Yang and
Lichao Sun and
Philip S. Yu and
Lifang He},
title = {A Survey on Text Classification: From Shallow to Deep Learning},
journal = {CoRR},
volume = {abs/2008.00364},
year = {2020},
url = {https://arxiv.org/abs/2008.00364},
eprinttype = {arXiv},
eprint = {2008.00364},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03667,
author = {Shijie Zhu and
Jianxin Li and
Hao Peng and
Senzhang Wang and
Philip S. Yu and
Lifang He},
title = {Adversarial Directed Graph Embedding},
journal = {CoRR},
volume = {abs/2008.03667},
year = {2020},
url = {https://arxiv.org/abs/2008.03667},
eprinttype = {arXiv},
eprint = {2008.03667},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05880,
author = {Hao Peng and
Jianxin Li and
Zheng Wang and
Renyu Yang and
Mingzhe Liu and
Mingming Zhang and
Philip S. Yu and
Lifang He},
title = {Lifelong Property Price Prediction: {A} Case Study for the Toronto
Real Estate Market},
journal = {CoRR},
volume = {abs/2008.05880},
year = {2020},
url = {https://arxiv.org/abs/2008.05880},
eprinttype = {arXiv},
eprint = {2008.05880},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13099,
author = {Qingyun Sun and
Hao Peng and
Jianxin Li and
Senzhang Wang and
Xiangyu Dong and
Liangxuan Zhao and
Philip S. Yu and
Lifang He},
title = {Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous
Academic Networks},
journal = {CoRR},
volume = {abs/2008.13099},
year = {2020},
url = {https://arxiv.org/abs/2008.13099},
eprinttype = {arXiv},
eprint = {2008.13099},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12677,
author = {Ye Liu and
Yao Wan and
Lifang He and
Hao Peng and
Philip S. Yu},
title = {{KG-BART:} Knowledge Graph-Augmented {BART} for Generative Commonsense
Reasoning},
journal = {CoRR},
volume = {abs/2009.12677},
year = {2020},
url = {https://arxiv.org/abs/2009.12677},
eprinttype = {arXiv},
eprint = {2009.12677},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02394,
author = {Lichao Sun and
Congying Xia and
Wenpeng Yin and
Tingting Liang and
Philip S. Yu and
Lifang He},
title = {Mixup-Transfomer: Dynamic Data Augmentation for {NLP} Tasks},
journal = {CoRR},
volume = {abs/2010.02394},
year = {2020},
url = {https://arxiv.org/abs/2010.02394},
eprinttype = {arXiv},
eprint = {2010.02394},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00802,
author = {Zhongfen Deng and
Hao Peng and
Congying Xia and
Jianxin Li and
Lifang He and
Philip S. Yu},
title = {Hierarchical Bi-Directional Self-Attention Networks for Paper Review
Rating Recommendation},
journal = {CoRR},
volume = {abs/2011.00802},
year = {2020},
url = {https://arxiv.org/abs/2011.00802},
eprinttype = {arXiv},
eprint = {2011.00802},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03462,
author = {Zhaoming Kong and
Xiaowei Yang and
Lifang He},
title = {A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods},
journal = {CoRR},
volume = {abs/2011.03462},
year = {2020},
url = {https://arxiv.org/abs/2011.03462},
eprinttype = {arXiv},
eprint = {2011.03462},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05980,
author = {Haoteng Tang and
Guixiang Ma and
Lifang He and
Heng Huang and
Liang Zhan},
title = {CommPOOL: An Interpretable Graph Pooling Framework for Hierarchical
Graph Representation Learning},
journal = {CoRR},
volume = {abs/2012.05980},
year = {2020},
url = {https://arxiv.org/abs/2012.05980},
eprinttype = {arXiv},
eprint = {2012.05980},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YuHYZL19,
author = {Ke Yu and
Lifang He and
Philip S. Yu and
Wenkai Zhang and
Yue Liu},
title = {Coupled Tensor Decomposition for User Clustering in Mobile Internet
Traffic Interaction Pattern},
journal = {{IEEE} Access},
volume = {7},
pages = {18113--18124},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2894267},
doi = {10.1109/ACCESS.2019.2894267},
timestamp = {Mon, 09 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YuHYZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmir/CuiZHY19,
author = {Limeng Cui and
Jiawei Zhang and
Lifang He and
Philip S. Yu},
title = {Multi-view collective tensor decomposition for cross-modal hashing},
journal = {Int. J. Multim. Inf. Retr.},
volume = {8},
number = {1},
pages = {47--59},
year = {2019},
url = {https://doi.org/10.1007/s13735-018-0164-0},
doi = {10.1007/S13735-018-0164-0},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmir/CuiZHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZhengL0XHLNDY19,
author = {Lei Zheng and
Chun{-}Ta Lu and
Lifang He and
Sihong Xie and
He Huang and
Chaozhuo Li and
Vahid Noroozi and
Bowen Dong and
Philip S. Yu},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {{MARS:} Memory Attention-Aware Recommender System},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {11--20},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00015},
doi = {10.1109/DSAA.2019.00015},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/ZhengL0XHLNDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Najafi0Y19,
author = {Mehrnaz Najafi and
Lifang He and
Philip S. Yu},
editor = {Sarit Kraus},
title = {Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3187--3194},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/442},
doi = {10.24963/IJCAI.2019/442},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Najafi0Y19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04898,
author = {Hao Peng and
Jianxin Li and
Qiran Gong and
Senzhang Wang and
Lifang He and
Bo Li and
Lihong Wang and
Philip S. Yu},
title = {Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for
Large-Scale Multi-Label Text Classification},
journal = {CoRR},
volume = {abs/1906.04898},
year = {2019},
url = {http://arxiv.org/abs/1906.04898},
eprinttype = {arXiv},
eprint = {1906.04898},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Liu0CYRL18,
author = {Ye Liu and
Lifang He and
Bokai Cao and
Philip S. Yu and
Ann B. Ragin and
Alex D. Leow},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {117--124},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11288},
doi = {10.1609/AAAI.V32I1.11288},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Liu0CYRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Zhang00LZW18,
author = {Xi Zhang and
Lifang He and
Kun Chen and
Yuan Luo and
Jiayu Zhou and
Fei Wang},
title = {Multi-View Graph Convolutional Network and Its Applications on Neuroimage
Analysis for Parkinson's Disease},
booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
San Francisco, CA, November 3-7, 2018},
publisher = {{AMIA}},
year = {2018},
url = {https://knowledge.amia.org/67852-amia-1.4259402/t004-1.4263758/t004-1.4263759/2975707-1.4263769/2977079-1.4263766},
timestamp = {Wed, 17 Apr 2024 11:47:15 +0200},
biburl = {https://dblp.org/rec/conf/amia/Zhang00LZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhengW0XWY18,
author = {Lei Zheng and
Yixue Wang and
Lifang He and
Sihong Xie and
Fengjiao Wang and
Philip S. Yu},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {{PER:} {A} Probabilistic Attentional Model for Personalized Text Recommendations},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {911--920},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622542},
doi = {10.1109/BIGDATA.2018.8622542},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhengW0XWY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/Sun00CXWY18,
author = {Lichao Sun and
Lifang He and
Zhipeng Huang and
Bokai Cao and
Congying Xia and
Xiaokai Wei and
Philip S. Yu},
editor = {Xindong Wu and
Yew{-}Soon Ong and
Charu C. Aggarwal and
Huanhuan Chen},
title = {Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information
Networks},
booktitle = {2018 {IEEE} International Conference on Big Knowledge, {ICBK} 2018,
Singapore, November 17-18, 2018},
pages = {131--138},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICBK.2018.00025},
doi = {10.1109/ICBK.2018.00025},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/Sun00CXWY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiW0YLL18,
author = {Chaozhuo Li and
Senzhang Wang and
Lifang He and
Philip S. Yu and
Yanbo Liang and
Zhoujun Li},
title = {{SSDMV:} Semi-Supervised Deep Social Spammer Detection by Multi-view
Data Fusion},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {247--256},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00040},
doi = {10.1109/ICDM.2018.00040},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiW0YLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeLCZSYW18,
author = {Lifang He and
Chun{-}Ta Lu and
Yong Chen and
Jiawei Zhang and
Linlin Shen and
Philip S. Yu and
Fei Wang},
title = {A Self-Organizing Tensor Architecture for Multi-view Clustering},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1007--1012},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00126},
doi = {10.1109/ICDM.2018.00126},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeLCZSYW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangW0LY18,
author = {Jianguo Zhang and
Ji Wang and
Lifang He and
Zhao Li and
Philip S. Yu},
title = {Layerwise Perturbation-Based Adversarial Training for Hard Drive Health
Degree Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1428--1433},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00197},
doi = {10.1109/ICDM.2018.00197},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangW0LY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CuiCZ0SY18,
author = {Limeng Cui and
Zhensong Chen and
Jiawei Zhang and
Lifang He and
Yong Shi and
Philip S. Yu},
title = {Multi-View Fusion Through Cross-Modal Retrieval},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {1977--1981},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451405},
doi = {10.1109/ICIP.2018.8451405},
timestamp = {Thu, 11 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/CuiCZ0SY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/CuiCZ0SY18,
author = {Limeng Cui and
Zhensong Chen and
Jiawei Zhang and
Lifang He and
Yong Shi and
Philip S. Yu},
editor = {Kiyoharu Aizawa and
Michael S. Lew and
Shin'ichi Satoh},
title = {Multi-view Collective Tensor Decomposition for Cross-modal Hashing},
booktitle = {Proceedings of the 2018 {ACM} on International Conference on Multimedia
Retrieval, {ICMR} 2018, Yokohama, Japan, June 11-14, 2018},
pages = {73--81},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3206025.3206065},
doi = {10.1145/3206025.3206065},
timestamp = {Thu, 29 Jul 2021 12:11:15 +0200},
biburl = {https://dblp.org/rec/conf/mir/CuiCZ0SY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/00010XZW18,
author = {Lifang He and
Kun Chen and
Wanwan Xu and
Jiayu Zhou and
Fei Wang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Boosted Sparse and Low-Rank Tensor Regression},
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 = {1017--1026},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8d34201a5b85900908db6cae92723617-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/00010XZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Jiang0ZZXY18,
author = {Fei Jiang and
Lifang He and
Yi Zheng and
Enqiang Zhu and
Jin Xu and
Philip S. Yu},
editor = {Martin Ester and
Dino Pedreschi},
title = {On Spectral Graph Embedding: {A} Non-Backtracking Perspective and
Graph Approximation},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {324--332},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.37},
doi = {10.1137/1.9781611975321.37},
timestamp = {Fri, 17 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Jiang0ZZXY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Lu0DCY18,
author = {Chun{-}Ta Lu and
Lifang He and
Hao Ding and
Bokai Cao and
Philip S. Yu},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Learning from Multi-View Multi-Way Data via Structural Factorization
Machines},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1593--1602},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186071},
doi = {10.1145/3178876.3186071},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Lu0DCY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00384,
author = {Mehrnaz Najafi and
Lifang He and
Philip S. Yu},
title = {Error-Robust Multi-View Clustering},
journal = {CoRR},
volume = {abs/1801.00384},
year = {2018},
url = {http://arxiv.org/abs/1801.00384},
eprinttype = {arXiv},
eprint = {1801.00384},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05855,
author = {Fei Jiang and
Lifang He and
Yi Zheng and
Enqiang Zhu and
Jin Xu and
Philip S. Yu},
title = {On Spectral Graph Embedding: {A} Non-Backtracking Perspective and
Graph Approximation},
journal = {CoRR},
volume = {abs/1801.05855},
year = {2018},
url = {http://arxiv.org/abs/1801.05855},
eprinttype = {arXiv},
eprint = {1801.05855},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07037,
author = {Lei Zheng and
Chun{-}Ta Lu and
Lifang He and
Sihong Xie and
Vahid Noroozi and
He Huang and
Philip S. Yu},
title = {{MARS:} Memory Attention-Aware Recommender System},
journal = {CoRR},
volume = {abs/1805.07037},
year = {2018},
url = {http://arxiv.org/abs/1805.07037},
eprinttype = {arXiv},
eprint = {1805.07037},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08801,
author = {Xi Zhang and
Lifang He and
Kun Chen and
Yuan Luo and
Jiayu Zhou and
Fei Wang},
title = {Multi-View Graph Convolutional Network and Its Applications on Neuroimage
Analysis for Parkinson's Disease},
journal = {CoRR},
volume = {abs/1805.08801},
year = {2018},
url = {http://arxiv.org/abs/1805.08801},
eprinttype = {arXiv},
eprint = {1805.08801},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07703,
author = {Ye Liu and
Lifang He and
Bokai Cao and
Philip S. Yu and
Ann B. Ragin and
Alex D. Leow},
title = {Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis},
journal = {CoRR},
volume = {abs/1806.07703},
year = {2018},
url = {http://arxiv.org/abs/1806.07703},
eprinttype = {arXiv},
eprint = {1806.07703},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04110,
author = {Lichao Sun and
Lifang He and
Zhipeng Huang and
Bokai Cao and
Congying Xia and
Xiaokai Wei and
Philip S. Yu},
title = {Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information
Networks},
journal = {CoRR},
volume = {abs/1809.04110},
year = {2018},
url = {http://arxiv.org/abs/1809.04110},
eprinttype = {arXiv},
eprint = {1809.04110},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04188,
author = {Jianguo Zhang and
Ji Wang and
Lifang He and
Zhao Li and
Philip S. Yu},
title = {Layerwise Perturbation-Based Adversarial Training for Hard Drive Health
Degree Prediction},
journal = {CoRR},
volume = {abs/1809.04188},
year = {2018},
url = {http://arxiv.org/abs/1809.04188},
eprinttype = {arXiv},
eprint = {1809.04188},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07874,
author = {Lifang He and
Chun{-}Ta Lu and
Yong Chen and
Jiawei Zhang and
Linlin Shen and
Philip S. Yu and
Fei Wang},
title = {A Self-Organizing Tensor Architecture for Multi-View Clustering},
journal = {CoRR},
volume = {abs/1810.07874},
year = {2018},
url = {http://arxiv.org/abs/1810.07874},
eprinttype = {arXiv},
eprint = {1810.07874},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01158,
author = {Lifang He and
Kun Chen and
Wanwan Xu and
Jiayu Zhou and
Fei Wang},
title = {Boosted Sparse and Low-Rank Tensor Regression},
journal = {CoRR},
volume = {abs/1811.01158},
year = {2018},
url = {http://arxiv.org/abs/1811.01158},
eprinttype = {arXiv},
eprint = {1811.01158},
timestamp = {Fri, 30 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/YangHLY17,
author = {Ning Yang and
Lifang He and
Zheng Li and
Philip S. Yu},
title = {Reducing uncertainty of dynamic heterogeneous information networks:
a fusing reconstructing approach},
journal = {Data Min. Knowl. Discov.},
volume = {31},
number = {3},
pages = {879--906},
year = {2017},
url = {https://doi.org/10.1007/s10618-017-0492-3},
doi = {10.1007/S10618-017-0492-3},
timestamp = {Thu, 12 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/YangHLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WangZCHSYLH17,
author = {Senzhang Wang and
Xiaoming Zhang and
Jianping Cao and
Lifang He and
Leon Stenneth and
Philip S. Yu and
Zhoujun Li and
Zhiqiu Huang},
title = {Computing Urban Traffic Congestions by Incorporating Sparse {GPS}
Probe Data and Social Media Data},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {4},
pages = {40:1--40:30},
year = {2017},
url = {https://doi.org/10.1145/3057281},
doi = {10.1145/3057281},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WangZCHSYLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/NajafiHY17,
author = {Mehrnaz Najafi and
Lifang He and
Philip S. Yu},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Error-robust multi-view clustering},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {736--745},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8257989},
doi = {10.1109/BIGDATA.2017.8257989},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/NajafiHY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SunWZHYS17,
author = {Lichao Sun and
Xiaokai Wei and
Jiawei Zhang and
Lifang He and
Philip S. Yu and
Witawas Srisa{-}an},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Contaminant removal for Android malware detection systems},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {1053--1062},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258029},
doi = {10.1109/BIGDATA.2017.8258029},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SunWZHYS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MaHLSYLR17,
author = {Guixiang Ma and
Lifang He and
Chun{-}Ta Lu and
Weixiang Shao and
Philip S. Yu and
Alex D. Leow and
Ann B. Ragin},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Multi-view Clustering with Graph Embedding for Connectome Analysis},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {127--136},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132909},
doi = {10.1145/3132847.3132909},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MaHLSYLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangCHLSY17,
author = {Yuqi Wang and
Jiannong Cao and
Lifang He and
Wengen Li and
Lichao Sun and
Philip S. Yu},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Coupled Sparse Matrix Factorization for Response Time Prediction in
Logistics Services},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {939--947},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132948},
doi = {10.1145/3132847.3132948},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangCHLSY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhuZHWZZY17,
author = {Junxing Zhu and
Jiawei Zhang and
Lifang He and
Quanyuan Wu and
Bin Zhou and
Chenwei Zhang and
Philip S. Yu},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Broad Learning based Multi-Source Collaborative Recommendation},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1409--1418},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132976},
doi = {10.1145/3132847.3132976},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhuZHWZZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeLDWSYR17,
author = {Lifang He and
Chun{-}Ta Lu and
Hao Ding and
Shen Wang and
Linlin Shen and
Philip S. Yu and
Ann B. Ragin},
title = {Multi-way Multi-level Kernel Modeling for Neuroimaging Classification},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {6846--6854},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.724},
doi = {10.1109/CVPR.2017.724},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HeLDWSYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiangHLCYW17,
author = {Tingting Liang and
Lifang He and
Chun{-}Ta Lu and
Liang Chen and
Philip S. Yu and
Jian Wu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {A Broad Learning Approach for Context-Aware Mobile Application Recommendation},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {955--960},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.121},
doi = {10.1109/ICDM.2017.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiangHLCYW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MaLHYR17,
author = {Guixiang Ma and
Chun{-}Ta Lu and
Lifang He and
Philip S. Yu and
Ann B. Ragin},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Multi-view Graph Embedding with Hub Detection for Brain Network Analysis},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {967--972},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.123},
doi = {10.1109/ICDM.2017.123},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MaLHYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeLMWSYR17,
author = {Lifang He and
Chun{-}Ta Lu and
Guixiang Ma and
Shen Wang and
LinLin Shen and
Philip S. Yu and
Ann B. Ragin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Kernelized Support Tensor Machines},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1442--1451},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/he17a.html},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeLMWSYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangHCLYR17,
author = {Shen Wang and
Lifang He and
Bokai Cao and
Chun{-}Ta Lu and
Philip S. Yu and
Ann B. Ragin},
title = {Structural Deep Brain Network Mining},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {475--484},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3097988},
doi = {10.1145/3097983.3097988},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangHCLYR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaoHWXYKL17,
author = {Bokai Cao and
Lifang He and
Xiaokai Wei and
Mengqi Xing and
Philip S. Yu and
Heide Klumpp and
Alex D. Leow},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {t-BNE: Tensor-based Brain Network Embedding},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {189--197},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.22},
doi = {10.1137/1.9781611974973.22},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaoHWXYKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LuHSCY17,
author = {Chun{-}Ta Lu and
Lifang He and
Weixiang Shao and
Bokai Cao and
Philip S. Yu},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Multilinear Factorization Machines for Multi-Task Multi-View Learning},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {701--709},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018716},
doi = {10.1145/3018661.3018716},
timestamp = {Mon, 20 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LuHSCY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuHDY17,
author = {Chun{-}Ta Lu and
Lifang He and
Hao Ding and
Philip S. Yu},
title = {Learning from Multi-View Structural Data via Structural Factorization
Machines},
journal = {CoRR},
volume = {abs/1704.03037},
year = {2017},
url = {http://arxiv.org/abs/1704.03037},
eprinttype = {arXiv},
eprint = {1704.03037},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuHDY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03621,
author = {Tingting Liang and
Lifang He and
Chun{-}Ta Lu and
Liang Chen and
Philip S. Yu and
Jian Wu},
title = {A Broad Learning Approach for Context-Aware Mobile Application Recommendation},
journal = {CoRR},
volume = {abs/1709.03621},
year = {2017},
url = {http://arxiv.org/abs/1709.03621},
eprinttype = {arXiv},
eprint = {1709.03621},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03659,
author = {Guixiang Ma and
Chun{-}Ta Lu and
Lifang He and
Philip S. Yu and
Ann B. Ragin},
title = {Multi-view Graph Embedding with Hub Detection for Brain Network Analysis},
journal = {CoRR},
volume = {abs/1709.03659},
year = {2017},
url = {http://arxiv.org/abs/1709.03659},
eprinttype = {arXiv},
eprint = {1709.03659},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02715,
author = {Lichao Sun and
Xiaokai Wei and
Jiawei Zhang and
Lifang He and
Philip S. Yu and
Witawas Srisa{-}an},
title = {Contaminant Removal for Android Malware Detection Systems},
journal = {CoRR},
volume = {abs/1711.02715},
year = {2017},
url = {http://arxiv.org/abs/1711.02715},
eprinttype = {arXiv},
eprint = {1711.02715},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/TangDHJ16,
author = {De{-}Yu Tang and
Shoubin Dong and
Lifang He and
Yi Jiang},
title = {Intrusive tumor growth inspired optimization algorithm for data clustering},
journal = {Neural Comput. Appl.},
volume = {27},
number = {2},
pages = {349--374},
year = {2016},
url = {https://doi.org/10.1007/s00521-015-1849-4},
doi = {10.1007/S00521-015-1849-4},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/TangDHJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShaoHLY16,
author = {Weixiang Shao and
Lifang He and
Chun{-}Ta Lu and
Philip S. Yu},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Online multi-view clustering with incomplete views},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1012--1017},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840701},
doi = {10.1109/BIGDATA.2016.7840701},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShaoHLY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShaoHLWY16,
author = {Weixiang Shao and
Lifang He and
Chun{-}Ta Lu and
Xiaokai Wei and
Philip S. Yu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Online Unsupervised Multi-view Feature Selection},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1203--1208},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0160},
doi = {10.1109/ICDM.2016.0160},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShaoHLWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuXSHY16,
author = {Chun{-}Ta Lu and
Sihong Xie and
Weixiang Shao and
Lifang He and
Philip S. Yu},
editor = {Subbarao Kambhampati},
title = {Item Recommendation for Emerging Online Businesses},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3797--3803},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/534},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LuXSHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShaoZHY16,
author = {Weixiang Shao and
Jiawei Zhang and
Lifang He and
Philip S. Yu},
title = {Multi-source Multi-view Clustering via discrepancy penalty},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2714--2721},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727540},
doi = {10.1109/IJCNN.2016.7727540},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ShaoZHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeLMCSY16,
author = {Lifang He and
Chun{-}Ta Lu and
Jiaqi Ma and
Jianping Cao and
Linlin Shen and
Philip S. Yu},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Joint Community and Structural Hole Spanner Detection via Harmonic
Modularity},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {875--884},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939807},
doi = {10.1145/2939672.2939807},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HeLMCSY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/WangHSYLH16,
author = {Senzhang Wang and
Lifang He and
Leon Stenneth and
Philip S. Yu and
Zhoujun Li and
Zhiqiu Huang},
editor = {Chi{-}Yin Chow and
Prem Prakash Jayaraman and
Wei Wu},
title = {Estimating Urban Traffic Congestions with Multi-sourced Data},
booktitle = {{IEEE} 17th International Conference on Mobile Data Management, {MDM}
2016, Porto, Portugal, June 13-16, 2016},
pages = {82--91},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/MDM.2016.25},
doi = {10.1109/MDM.2016.25},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/WangHSYLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaHCZYR16,
author = {Guixiang Ma and
Lifang He and
Bokai Cao and
Jiawei Zhang and
Philip S. Yu and
Ann B. Ragin},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Multi-graph Clustering Based on Interior-Node Topology with Applications
to Brain Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {476--492},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_30},
doi = {10.1007/978-3-319-46128-1\_30},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MaHCZYR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangZHAY16,
author = {Jiawei Zhang and
Qianyi Zhan and
Lifang He and
Charu C. Aggarwal and
Philip S. Yu},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Trust Hole Identification in Signed Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {697--713},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_44},
doi = {10.1007/978-3-319-46128-1\_44},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangZHAY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MaHLYSR16,
author = {Guixiang Ma and
Lifang He and
Chun{-}Ta Lu and
Philip S. Yu and
Linlin Shen and
Ann B. Ragin},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {819--827},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.92},
doi = {10.1137/1.9781611974348.92},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MaHLYSR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShaoZHY16,
author = {Weixiang Shao and
Jiawei Zhang and
Lifang He and
Philip S. Yu},
title = {Multi-Source Multi-View Clustering via Discrepancy Penalty},
journal = {CoRR},
volume = {abs/1604.04029},
year = {2016},
url = {http://arxiv.org/abs/1604.04029},
eprinttype = {arXiv},
eprint = {1604.04029},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShaoZHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShaoHLWY16,
author = {Weixiang Shao and
Lifang He and
Chun{-}Ta Lu and
Xiaokai Wei and
Philip S. Yu},
title = {Online Unsupervised Multi-view Feature Selection},
journal = {CoRR},
volume = {abs/1609.08286},
year = {2016},
url = {http://arxiv.org/abs/1609.08286},
eprinttype = {arXiv},
eprint = {1609.08286},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShaoHLWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShaoHLY16,
author = {Weixiang Shao and
Lifang He and
Chun{-}Ta Lu and
Philip S. Yu},
title = {Online Multi-view Clustering with Incomplete Views},
journal = {CoRR},
volume = {abs/1611.00481},
year = {2016},
url = {http://arxiv.org/abs/1611.00481},
eprinttype = {arXiv},
eprint = {1611.00481},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShaoHLY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/YangHLH15,
author = {Xiaowei Yang and
Le Han and
Yan Li and
Lifang He},
title = {A bilateral-truncated-loss based robust support vector machine for
classification problems},
journal = {Soft Comput.},
volume = {19},
number = {10},
pages = {2871--2882},
year = {2015},
url = {https://doi.org/10.1007/s00500-014-1448-9},
doi = {10.1007/S00500-014-1448-9},
timestamp = {Thu, 12 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/YangHLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiuGHY15,
author = {Xiaolan Liu and
Tengjiao Guo and
Lifang He and
Xiaowei Yang},
title = {A Low-Rank Approximation-Based Transductive Support Tensor Machine
for Semisupervised Classification},
journal = {{IEEE} Trans. Image Process.},
volume = {24},
number = {6},
pages = {1825--1838},
year = {2015},
url = {https://doi.org/10.1109/TIP.2015.2403235},
doi = {10.1109/TIP.2015.2403235},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LiuGHY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/HanZHYZ15,
author = {Xiaobing Han and
Yanfei Zhong and
Lifang He and
Philip S. Yu and
Liangpei Zhang},
editor = {Yike Guo and
Karl J. Friston and
A. Aldo Faisal and
Sean L. Hill and
Hanchuan Peng},
title = {The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for
Neuroimaging Data Classification},
booktitle = {Brain Informatics and Health - 8th International Conference, {BIH}
2015, London, UK, August 30 - September 2, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9250},
pages = {156--166},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23344-4\_16},
doi = {10.1007/978-3-319-23344-4\_16},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/brain/HanZHYZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WangHSYL15,
author = {Senzhang Wang and
Lifang He and
Leon Stenneth and
Philip S. Yu and
Zhoujun Li},
editor = {Jie Bao and
Christian Sengstock and
Mohammed Eunus Ali and
Yan Huang and
Michael Gertz and
Matthias Renz and
Jagan Sankaranarayanan},
title = {Citywide traffic congestion estimation with social media},
booktitle = {Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances
in Geographic Information Systems, Bellevue, WA, USA, November 3-6,
2015},
pages = {34:1--34:10},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2820783.2820829},
doi = {10.1145/2820783.2820829},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/WangHSYL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ShaoHY15,
author = {Weixiang Shao and
Lifang He and
Philip S. Yu},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Clustering on Multi-source Incomplete Data via Tensor Modeling and
Factorization},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {485--497},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_38},
doi = {10.1007/978-3-319-18032-8\_38},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ShaoHY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShaoHY15,
author = {Weixiang Shao and
Lifang He and
Philip S. Yu},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Multiple Incomplete Views Clustering via Weighted Nonnegative Matrix
Factorization with L\({}_{\mbox{2}}\), 1 Regularization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {318--334},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_20},
doi = {10.1007/978-3-319-23528-8\_20},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShaoHY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangTH14,
author = {Xiaowei Yang and
Liangjun Tan and
Lifang He},
title = {A robust least squares support vector machine for regression and classification
with noise},
journal = {Neurocomputing},
volume = {140},
pages = {41--52},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.03.037},
doi = {10.1016/J.NEUCOM.2014.03.037},
timestamp = {Thu, 12 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YangTH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GuoHHY14,
author = {Tengjiao Guo and
Le Han and
Lifang He and
Xiaowei Yang},
title = {A GA-based feature selection and parameter optimization for linear
support higher-order tensor machine},
journal = {Neurocomputing},
volume = {144},
pages = {408--416},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.05.018},
doi = {10.1016/J.NEUCOM.2014.05.018},
timestamp = {Thu, 12 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GuoHHY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaoHKYHR14,
author = {Bokai Cao and
Lifang He and
Xiangnan Kong and
Philip S. Yu and
Zhifeng Hao and
Ann B. Ragin},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Tensor-Based Multi-view Feature Selection with Applications to Brain
Diseases},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {40--49},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.26},
doi = {10.1109/ICDM.2014.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaoHKYHR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeSKHYY14,
author = {Lifang He and
Hong{-}Han Shuai and
Xiangnan Kong and
Zhifeng Hao and
Xiaowei Yang and
Philip S. Yu},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Low-Density Cut Based Tree Decomposition for Large-Scale {SVM} Problems},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {839--844},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.127},
doi = {10.1109/ICDM.2014.127},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeSKHYY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeKYYRH14,
author = {Lifang He and
Xiangnan Kong and
Philip S. Yu and
Xiaowei Yang and
Ann B. Ragin and
Zhifeng Hao},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {DuSK: {A} Dual Structure-preserving Kernel for Supervised Tensor Learning
with Applications to Neuroimages},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {127--135},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.15},
doi = {10.1137/1.9781611973440.15},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeKYYRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeKYRHY14,
author = {Lifang He and
Xiangnan Kong and
Philip S. Yu and
Ann B. Ragin and
Zhifeng Hao and
Xiaowei Yang},
title = {DuSK: {A} Dual Structure-preserving Kernel for Supervised Tensor Learning
with Applications to Neuroimages},
journal = {CoRR},
volume = {abs/1407.8289},
year = {2014},
url = {http://arxiv.org/abs/1407.8289},
eprinttype = {arXiv},
eprint = {1407.8289},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeKYRHY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YangYHG13,
author = {Xiaowei Yang and
Qiaozhen Yu and
Lifang He and
Tengjiao Guo},
title = {The one-against-all partition based binary tree support vector machine
algorithms for multi-class classification},
journal = {Neurocomputing},
volume = {113},
pages = {1--7},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.12.048},
doi = {10.1016/J.NEUCOM.2012.12.048},
timestamp = {Thu, 12 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/YangYHG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/HeYH13,
author = {Lifang He and
Xiaowei Yang and
Zhifeng Hao},
title = {An adaptive class pairwise dimensionality reduction algorithm},
journal = {Neural Comput. Appl.},
volume = {23},
number = {2},
pages = {299--310},
year = {2013},
url = {https://doi.org/10.1007/s00521-012-0897-2},
doi = {10.1007/S00521-012-0897-2},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/HeYH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HaoHCY13,
author = {Zhifeng Hao and
Lifang He and
Bingqian Chen and
Xiaowei Yang},
title = {A Linear Support Higher-Order Tensor Machine for Classification},
journal = {{IEEE} Trans. Image Process.},
volume = {22},
number = {7},
pages = {2911--2920},
year = {2013},
url = {https://doi.org/10.1109/TIP.2013.2253485},
doi = {10.1109/TIP.2013.2253485},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HaoHCY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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