Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Zhenhui Li
@inproceedings{DBLP:conf/aaai/YangLTLZYW24,
author = {Kai Yang and
Jiayang Li and
Wenxin Tai and
Zhenhui Li and
Ting Zhong and
Guangqiang Yin and
Yong Wang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Improving {IP} Geolocation With Target-Centric {IP} Graph (Student
Abstract)},
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 = {23693--23695},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i21.30529},
doi = {10.1609/AAAI.V38I21.30529},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangLTLZYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/accs/LiHHJ23,
author = {Zhenhui Li and
Zhouli He and
Feng Huang and
Renyuan Jia},
title = {A Bit-Level Three-Dimensional Rectangular Image Encryption Algorithm
Using New Chaotic Maps},
journal = {Autom. Control. Comput. Sci.},
volume = {57},
number = {4},
pages = {380--388},
year = {2023},
url = {https://doi.org/10.3103/S0146411623040053},
doi = {10.3103/S0146411623040053},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/accs/LiHHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/FengLLYWLLHSLLPLCPC23,
author = {Zhengyun Feng and
Huan Lin and
Zaiyi Liu and
Lixu Yan and
Yumeng Wang and
Bingbing Li and
Entao Liu and
Chu Han and
Zhenwei Shi and
Cheng Lu and
Zhenbing Liu and
Cheng Pang and
Zhenhui Li and
Yanfen Cui and
Xipeng Pan and
Xin Chen},
title = {Artificial intelligence-quantified tumour-lymphocyte spatial interaction
predicts disease-free survival in resected lung adenocarcinoma: {A}
graph-based, multicentre study},
journal = {Comput. Methods Programs Biomed.},
volume = {238},
pages = {107617},
year = {2023},
url = {https://doi.org/10.1016/j.cmpb.2023.107617},
doi = {10.1016/J.CMPB.2023.107617},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/FengLLYWLLHSLLPLCPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetes/WangHL23,
author = {Wenjing Wang and
Taiyi He and
Zhenhui Li},
title = {Digital inclusive finance, economic growth and innovative development},
journal = {Kybernetes},
volume = {52},
number = {9},
pages = {3064--3084},
year = {2023},
url = {https://doi.org/10.1108/K-09-2021-0866},
doi = {10.1108/K-09-2021-0866},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kybernetes/WangHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/ZhangCSJZDYGZHHKLXGZWLZDSLLS23,
author = {Jiadong Zhang and
Zhiming Cui and
Zhenwei Shi and
Yingjia Jiang and
Zhiliang Zhang and
Xiaoting Dai and
Zhenlu Yang and
Yuning Gu and
Lei Zhou and
Chu Han and
Xiaomei Huang and
Chenglu Ke and
Suyun Li and
Zeyan Xu and
Fei Gao and
Luping Zhou and
Rongpin Wang and
Jun Liu and
Jiayin Zhang and
Zhongxiang Ding and
Kun Sun and
Zhenhui Li and
Zaiyi Liu and
Dinggang Shen},
title = {A robust and efficient {AI} assistant for breast tumor segmentation
from {DCE-MRI} via a spatial-temporal framework},
journal = {Patterns},
volume = {4},
number = {9},
pages = {100826},
year = {2023},
url = {https://doi.org/10.1016/j.patter.2023.100826},
doi = {10.1016/J.PATTER.2023.100826},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/patterns/ZhangCSJZDYGZHHKLXGZWLZDSLLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MoHLLSLZHQCWPXHLLWL23,
author = {Yuhao Mo and
Chu Han and
Yu Liu and
Min Liu and
Zhenwei Shi and
Jiatai Lin and
Bingchao Zhao and
Chunwang Huang and
Bingjiang Qiu and
Yanfen Cui and
Lei Wu and
Xipeng Pan and
Zeyan Xu and
Xiaomei Huang and
Zhenhui Li and
Zaiyi Liu and
Ying Wang and
Changhong Liang},
title = {HoVer-Trans: Anatomy-Aware HoVer-Transformer for ROI-Free Breast Cancer
Diagnosis in Ultrasound Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {6},
pages = {1696--1706},
year = {2023},
url = {https://doi.org/10.1109/TMI.2023.3236011},
doi = {10.1109/TMI.2023.3236011},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/MoHLLSLZHQCWPXHLLWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LiSZSLKS23,
author = {Yonghao Li and
Yiqing Shen and
Jiadong Zhang and
Shujie Song and
Zhenhui Li and
Jing Ke and
Dinggang Shen},
title = {A Hierarchical Graph V-Net With Semi-Supervised Pre-Training for Histological
Image Based Breast Cancer Classification},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {12},
pages = {3907--3918},
year = {2023},
url = {https://doi.org/10.1109/TMI.2023.3317132},
doi = {10.1109/TMI.2023.3317132},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/LiSZSLKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhangCZSLLS23,
author = {Jiadong Zhang and
Zhiming Cui and
Luping Zhou and
Yiqun Sun and
Zhenhui Li and
Zaiyi Liu and
Dinggang Shen},
title = {Breast Fibroglandular Tissue Segmentation for Automated {BPE} Quantification
With Iterative Cycle-Consistent Semi-Supervised Learning},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {12},
pages = {3944--3955},
year = {2023},
url = {https://doi.org/10.1109/TMI.2023.3319646},
doi = {10.1109/TMI.2023.3319646},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/ZhangCZSLLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiSGZSLS23,
author = {Meiyu Li and
Kaicong Sun and
Yuning Gu and
Kai Zhang and
Yiqun Sun and
Zhenhui Li and
Dinggang Shen},
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 = {Developing Large Pre-trained Model for Breast Tumor Segmentation from
Ultrasound Images},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14226},
pages = {89--96},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43990-2\_9},
doi = {10.1007/978-3-031-43990-2\_9},
timestamp = {Thu, 05 Oct 2023 18:00:39 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiSGZSLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangCZCGLFS23,
author = {Jiadong Zhang and
Qianqian Chen and
Luping Zhou and
Zhiming Cui and
Fei Gao and
Zhenhui Li and
Qianjin Feng and
Dinggang Shen},
editor = {Sharib Ali and
Fons van der Sommen and
Maureen van Eijnatten and
Bartlomiej W. Papiez and
Yueming Jin and
Iris Kolenbrander},
title = {MoSID: Modality-Specific Information Disentanglement from Multi-parametric
{MRI} for Breast Tumor Segmentation},
booktitle = {Cancer Prevention Through Early Detection - Second International Workshop,
CaPTion 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14295},
pages = {94--104},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45350-2\_8},
doi = {10.1007/978-3-031-45350-2\_8},
timestamp = {Wed, 11 Oct 2023 18:49:10 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhangCZCGLFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17464,
author = {Haoyu Geng and
Guanjie Zheng and
Zhengqing Han and
Hua Wei and
Zhenhui Li},
title = {{HMES:} {A} Scalable Human Mobility and Epidemic Simulation System
with Fast Intervention Modeling},
journal = {CoRR},
volume = {abs/2303.17464},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17464},
doi = {10.48550/ARXIV.2303.17464},
eprinttype = {arXiv},
eprint = {2303.17464},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/HanYZLSWCQZLLPL22,
author = {Chu Han and
Huasheng Yao and
Bingchao Zhao and
Zhenhui Li and
Zhenwei Shi and
Lei Wu and
Xin Chen and
Jinrong Qu and
Ke Zhao and
Rushi Lan and
Changhong Liang and
Xipeng Pan and
Zaiyi Liu},
title = {Meta multi-task nuclei segmentation with fewer training samples},
journal = {Medical Image Anal.},
volume = {80},
pages = {102481},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102481},
doi = {10.1016/J.MEDIA.2022.102481},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/HanYZLSWCQZLLPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Jenkins0JL22,
author = {Porter Jenkins and
Hua Wei and
J. Stockton Jenkins and
Zhenhui Li},
title = {Bayesian Model-Based Offline Reinforcement Learning for Product Allocation},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12531--12537},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21523},
doi = {10.1609/AAAI.V36I11.21523},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Jenkins0JL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001S0CL22,
author = {Hua Wei and
Guni Sheron and
Cathy Wu and
Sanjay Chawla and
Zhenhui Li},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {The Third Workshop on Data-driven Intelligent Transportation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5177--5178},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557496},
doi = {10.1145/3511808.3557496},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0001S0CL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/GengZHWL22,
author = {Haoyu Geng and
Guanjie Zheng and
Zhengqing Han and
Hua Wei and
Zhenhui Li},
title = {{HMES:} {A} Scalable Human Mobility and Epidemic Simulation System
with Fast Intervention Modeling},
booktitle = {{IEEE} Smartworld, Ubiquitous Intelligence {\&} Computing, Scalable
Computing {\&} Communications, Digital Twin, Privacy Computing,
Metaverse, Autonomous {\&} Trusted Vehicles, SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
2022, Haikou, China, December 15-18, 2022},
pages = {468--475},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00085},
doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-DIGITALTWIN-PRICOMP-METAVERSE56740.2022.00085},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/GengZHWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00896,
author = {Chumeng Liang and
Zherui Huang and
Yicheng Liu and
Zhanyu Liu and
Guanjie Zheng and
Hanyuan Shi and
Yuhao Du and
Fuliang Li and
Zhenhui Li},
title = {CBLab: Scalable Traffic Simulation with Enriched Data Supporting},
journal = {CoRR},
volume = {abs/2210.00896},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00896},
doi = {10.48550/ARXIV.2210.00896},
eprinttype = {arXiv},
eprint = {2210.00896},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/YuTYYL21,
author = {Yanwei Yu and
Xianfeng Tang and
Huaxiu Yao and
Xiuwen Yi and
Zhenhui Li},
title = {Citywide Traffic Volume Inference with Surveillance Camera Records},
journal = {{IEEE} Trans. Big Data},
volume = {7},
number = {6},
pages = {900--912},
year = {2021},
url = {https://doi.org/10.1109/TBDATA.2019.2935057},
doi = {10.1109/TBDATA.2019.2935057},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/YuTYYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLDLJ21,
author = {Huandong Wang and
Yong Li and
Mu Du and
Zhenhui Li and
Depeng Jin},
title = {App2Vec: Context-Aware Application Usage Prediction},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {6},
pages = {112:1--112:21},
year = {2021},
url = {https://doi.org/10.1145/3451396},
doi = {10.1145/3451396},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangLDLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001XLL21,
author = {Hua Wei and
Dongkuan Xu and
Junjie Liang and
Zhenhui Li},
title = {How Do We Move: Modeling Human Movement with System Dynamics},
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 = {4445--4452},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16571},
doi = {10.1609/AAAI.V35I5.16571},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001XLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JenkinsFJYWL21,
author = {Porter Jenkins and
Ahmad Farag and
J. Stockton Jenkins and
Huaxiu Yao and
Suhang Wang and
Zhenhui Li},
title = {Neural Utility Functions},
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 = {7917--7925},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16966},
doi = {10.1609/AAAI.V35I9.16966},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JenkinsFJYWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/Jenkins0JL21,
author = {Porter Jenkins and
Hua Wei and
J. Stockton Jenkins and
Zhenhui Li},
editor = {Joon{-}Seok Kim and
Taylor Anderson and
Jeon{-}Young Kang and
Ashwin Shashidharan},
title = {Probabilistic simulation of spatial demand for intelligent product
allocation},
booktitle = {GeoSim@SIGSPATIAL 2021: Proceedings of the 4th {ACM} {SIGSPATIAL}
International Workshop on GeoSpatial Simulation, Beijing, China, 2
November 2021},
pages = {9--18},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486184.3491078},
doi = {10.1145/3486184.3491078},
timestamp = {Wed, 04 Oct 2023 11:17:01 +0200},
biburl = {https://dblp.org/rec/conf/gis/Jenkins0JL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhengL0CL21,
author = {Guanjie Zheng and
Chang Liu and
Hua Wei and
Chacha Chen and
Zhenhui Li},
title = {Rebuilding City-Wide Traffic Origin Destination from Road Speed Data},
booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
Chania, Greece, April 19-22, 2021},
pages = {301--312},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDE51399.2021.00033},
doi = {10.1109/ICDE51399.2021.00033},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhengL0CL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaoHZ0TZHL21,
author = {Huaxiu Yao and
Long{-}Kai Huang and
Linjun Zhang and
Ying Wei and
Li Tian and
James Zou and
Junzhou Huang and
Zhenhui Li},
editor = {Marina Meila and
Tong Zhang},
title = {Improving Generalization in Meta-learning via Task Augmentation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11887--11897},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yao21b.html},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YaoHZ0TZHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhengL0JC0L21,
author = {Guanjie Zheng and
Chang Liu and
Hua Wei and
Porter Jenkins and
Chacha Chen and
Tao Wen and
Zhenhui Li},
editor = {Zhi{-}Hua Zhou},
title = {Knowledge-based Residual Learning},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {1653--1659},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/228},
doi = {10.24963/IJCAI.2021/228},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhengL0JC0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001YLWYFYL21,
author = {Hua Wei and
Deheng Ye and
Zhao Liu and
Hao Wu and
Bo Yuan and
Qiang Fu and
Wei Yang and
Zhenhui Li},
editor = {Zhi{-}Hua Zhou},
title = {Boosting Offline Reinforcement Learning with Residual Generative Modeling},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3574--3580},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/492},
doi = {10.24963/IJCAI.2021/492},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/0001YLWYFYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhengLXL21,
author = {Guanjie Zheng and
Hanyang Liu and
Kai Xu and
Zhenhui Li},
editor = {Zhi{-}Hua Zhou},
title = {Objective-aware Traffic Simulation via Inverse Reinforcement Learning},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3771--3777},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/519},
doi = {10.24963/IJCAI.2021/519},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhengLXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoWHXHL21,
author = {Huaxiu Yao and
Ying Wei and
Long{-}Kai Huang and
Ding Xue and
Junzhou Huang and
Zhenhui Li},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Functionally Regionalized Knowledge Transfer for Low-resource Drug
Discovery},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8256--8268},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/459a4ddcb586f24efd9395aa7662bc7c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YaoWHXHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11845,
author = {Hua Wei and
Chacha Chen and
Chang Liu and
Guanjie Zheng and
Zhenhui Li},
title = {Learning to Simulate on Sparse Trajectory Data},
journal = {CoRR},
volume = {abs/2103.11845},
year = {2021},
url = {https://arxiv.org/abs/2103.11845},
eprinttype = {arXiv},
eprint = {2103.11845},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08279,
author = {Chang Liu and
Guanjie Zheng and
Zhenhui Li},
title = {Learning to Route via Theory-Guided Residual Network},
journal = {CoRR},
volume = {abs/2105.08279},
year = {2021},
url = {https://arxiv.org/abs/2105.08279},
eprinttype = {arXiv},
eprint = {2105.08279},
timestamp = {Sun, 19 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09560,
author = {Guanjie Zheng and
Hanyang Liu and
Kai Xu and
Zhenhui Li},
title = {Objective-aware Traffic Simulation via Inverse Reinforcement Learning},
journal = {CoRR},
volume = {abs/2105.09560},
year = {2021},
url = {https://arxiv.org/abs/2105.09560},
eprinttype = {arXiv},
eprint = {2105.09560},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10411,
author = {Hua Wei and
Deheng Ye and
Zhao Liu and
Hao Wu and
Bo Yuan and
Qiang Fu and
Wei Yang and
Zhenhui Li},
title = {Boosting Offline Reinforcement Learning with Residual Generative Modeling},
journal = {CoRR},
volume = {abs/2106.10411},
year = {2021},
url = {https://arxiv.org/abs/2106.10411},
eprinttype = {arXiv},
eprint = {2106.10411},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/WeiZGL20,
author = {Hua Wei and
Guanjie Zheng and
Vikash V. Gayah and
Zhenhui Li},
title = {Recent Advances in Reinforcement Learning for Traffic Signal Control:
{A} Survey of Models and Evaluation},
journal = {{SIGKDD} Explor.},
volume = {22},
number = {2},
pages = {12--18},
year = {2020},
url = {https://doi.org/10.1145/3447556.3447565},
doi = {10.1145/3447556.3447565},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/WeiZGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZangYZXXL20,
author = {Xinshi Zang and
Huaxiu Yao and
Guanjie Zheng and
Nan Xu and
Kai Xu and
Zhenhui Li},
title = {MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal
Control},
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 = {1153--1160},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5467},
doi = {10.1609/AAAI.V34I01.5467},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZangYZXXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYHJLC20,
author = {Chuxu Zhang and
Huaxiu Yao and
Chao Huang and
Meng Jiang and
Zhenhui Li and
Nitesh V. Chawla},
title = {Few-Shot Knowledge Graph Completion},
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 = {3041--3048},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i03.5698},
doi = {10.1609/AAAI.V34I03.5698},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangYHJLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenWXZYXXL20,
author = {Chacha Chen and
Hua Wei and
Nan Xu and
Guanjie Zheng and
Ming Yang and
Yuanhao Xiong and
Kai Xu and
Zhenhui Li},
title = {Toward {A} Thousand Lights: Decentralized Deep Reinforcement Learning
for Large-Scale Traffic Signal Control},
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 = {3414--3421},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5744},
doi = {10.1609/AAAI.V34I04.5744},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenWXZYXXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoZWJWHCL20,
author = {Huaxiu Yao and
Chuxu Zhang and
Ying Wei and
Meng Jiang and
Suhang Wang and
Junzhou Huang and
Nitesh V. Chawla and
Zhenhui Li},
title = {Graph Few-Shot Learning via Knowledge Transfer},
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 = {6656--6663},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6142},
doi = {10.1609/AAAI.V34I04.6142},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoZWJWHCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhengLXL20,
author = {Guanjie Zheng and
Hanyang Liu and
Kai Xu and
Zhenhui Li},
title = {Learning to Simulate Vehicle Trajectories from Demonstrations},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1822--1825},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00179},
doi = {10.1109/ICDE48307.2020.00179},
timestamp = {Fri, 05 Jun 2020 17:54:38 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhengLXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YaoWTLDLL20,
author = {Huaxiu Yao and
Xian Wu and
Zhiqiang Tao and
Yaliang Li and
Bolin Ding and
Ruirui Li and
Zhenhui Li},
title = {Automated Relational Meta-learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rklp93EtwH},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/YaoWTLDLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YaoJKL20,
author = {Huaxiu Yao and
Xiaowei Jia and
Vipin Kumar and
Zhenhui Li},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Learning with Small Data},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3539--3540},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406466},
doi = {10.1145/3394486.3406466},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YaoJKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoZMLSX20,
author = {Huaxiu Yao and
Yingbo Zhou and
Mehrdad Mahdavi and
Zhenhui Li and
Richard Socher and
Caiming Xiong},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Online Structured Meta-learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/4b86ca48d90bd5f0978afa3a012503a4-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YaoZMLSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0001CLZL20,
author = {Hua Wei and
Chacha Chen and
Chang Liu and
Guanjie Zheng and
Zhenhui Li},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Learning to Simulate on Sparse Trajectory Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {530--545},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_32},
doi = {10.1007/978-3-030-67667-4\_32},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0001CLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiYM20,
author = {Zhenhui Li and
Huaxiu Yao and
Fenglong Ma},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Learning with Small Data},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {884--887},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371874},
doi = {10.1145/3336191.3371874},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LiYM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00745,
author = {Huaxiu Yao and
Xian Wu and
Zhiqiang Tao and
Yaliang Li and
Bolin Ding and
Ruirui Li and
Zhenhui Li},
title = {Automated Relational Meta-learning},
journal = {CoRR},
volume = {abs/2001.00745},
year = {2020},
url = {http://arxiv.org/abs/2001.00745},
eprinttype = {arXiv},
eprint = {2001.00745},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03210,
author = {Porter Jenkins and
Hua Wei and
J. Stockton Jenkins and
Zhenhui Li},
title = {A Probabilistic Simulator of Spatial Demand for Product Allocation},
journal = {CoRR},
volume = {abs/2001.03210},
year = {2020},
url = {https://arxiv.org/abs/2001.03210},
eprinttype = {arXiv},
eprint = {2001.03210},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00613,
author = {Hua Wei and
Zhenhui Li},
title = {Learning to Simulate Human Movement},
journal = {CoRR},
volume = {abs/2003.00613},
year = {2020},
url = {https://arxiv.org/abs/2003.00613},
eprinttype = {arXiv},
eprint = {2003.00613},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13040,
author = {Huaxiu Yao and
Longkai Huang and
Ying Wei and
Li Tian and
Junzhou Huang and
Zhenhui Li},
title = {Don't Overlook the Support Set: Towards Improving Generalization in
Meta-learning},
journal = {CoRR},
volume = {abs/2007.13040},
year = {2020},
url = {https://arxiv.org/abs/2007.13040},
eprinttype = {arXiv},
eprint = {2007.13040},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00181,
author = {Jiatu Shi and
Huaxiu Yao and
Xian Wu and
Tong Li and
Zedong Lin and
Tengfei Wang and
Binqiang Zhao and
Zhenhui Li},
title = {Relation-aware Meta-learning for Market Segment Demand Prediction
with Limited Records},
journal = {CoRR},
volume = {abs/2008.00181},
year = {2020},
url = {https://arxiv.org/abs/2008.00181},
eprinttype = {arXiv},
eprint = {2008.00181},
timestamp = {Tue, 24 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11545,
author = {Huaxiu Yao and
Yingbo Zhou and
Mehrdad Mahdavi and
Zhenhui Li and
Richard Socher and
Caiming Xiong},
title = {Online Structured Meta-learning},
journal = {CoRR},
volume = {abs/2010.11545},
year = {2020},
url = {https://arxiv.org/abs/2010.11545},
eprinttype = {arXiv},
eprint = {2010.11545},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15522,
author = {Hongjian Wang and
Qi Li and
Lanbo Zhang and
Yue Lu and
Steven Yoo and
Srinivas Vadrevu and
Zhenhui Li},
title = {Automatic Historical Feature Generation through Tree-based Method
in Ads Prediction},
journal = {CoRR},
volume = {abs/2012.15522},
year = {2020},
url = {https://arxiv.org/abs/2012.15522},
eprinttype = {arXiv},
eprint = {2012.15522},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangYKGL19,
author = {Hongjian Wang and
Huaxiu Yao and
Daniel Kifer and
Corina Graif and
Zhenhui Li},
title = {Non-Stationary Model for Crime Rate Inference Using Modern Urban Data},
journal = {{IEEE} Trans. Big Data},
volume = {5},
number = {2},
pages = {180--194},
year = {2019},
url = {https://doi.org/10.1109/TBDATA.2017.2786405},
doi = {10.1109/TBDATA.2017.2786405},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WangYKGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangTKKL19,
author = {Hongjian Wang and
Xianfeng Tang and
Yu{-}Hsuan Kuo and
Daniel Kifer and
Zhenhui Li},
title = {A Simple Baseline for Travel Time Estimation using Large-scale Trip
Data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {10},
number = {2},
pages = {19:1--19:22},
year = {2019},
url = {https://doi.org/10.1145/3293317},
doi = {10.1145/3293317},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/WangTKKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YaoTWZL19,
author = {Huaxiu Yao and
Xianfeng Tang and
Hua Wei and
Guanjie Zheng and
Zhenhui Li},
title = {Revisiting Spatial-Temporal Similarity: {A} Deep Learning Framework
for Traffic Prediction},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5668--5675},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015668},
doi = {10.1609/AAAI.V33I01.33015668},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YaoTWZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WeiXZZZC0ZXL19,
author = {Hua Wei and
Nan Xu and
Huichu Zhang and
Guanjie Zheng and
Xinshi Zang and
Chacha Chen and
Weinan Zhang and
Yanmin Zhu and
Kai Xu and
Zhenhui Li},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {CoLight: Learning Network-level Cooperation for Traffic Signal Control},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1913--1922},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357902},
doi = {10.1145/3357384.3357902},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WeiXZZZC0ZXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhengXZFWZLXL19,
author = {Guanjie Zheng and
Yuanhao Xiong and
Xinshi Zang and
Jie Feng and
Hua Wei and
Huichu Zhang and
Yong Li and
Kai Xu and
Zhenhui Li},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Learning Phase Competition for Traffic Signal Control},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1963--1972},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357900},
doi = {10.1145/3357384.3357900},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhengXZFWZLXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JenkinsFWL19,
author = {Porter Jenkins and
Ahmad Farag and
Suhang Wang and
Zhenhui Li},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Unsupervised Representation Learning of Spatial Data via Multimodal
Embedding},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1993--2002},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358001},
doi = {10.1145/3357384.3358001},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/JenkinsFWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiongZXL19,
author = {Yuanhao Xiong and
Guanjie Zheng and
Kai Xu and
Zhenhui Li},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Learning Traffic Signal Control from Demonstrations},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2289--2292},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358079},
doi = {10.1145/3357384.3358079},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XiongZXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaoWHL19,
author = {Huaxiu Yao and
Ying Wei and
Junzhou Huang and
Zhenhui Li},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Hierarchically Structured Meta-learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7045--7054},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/yao19b.html},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YaoWHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiCZWGXL19,
author = {Hua Wei and
Chacha Chen and
Guanjie Zheng and
Kan Wu and
Vikash V. Gayah and
Kai Xu and
Zhenhui Li},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {PressLight: Learning Max Pressure Control to Coordinate Traffic Signals
in Arterial Network},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1290--1298},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330949},
doi = {10.1145/3292500.3330949},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WeiCZWGXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuZXZL19,
author = {Nan Xu and
Guanjie Zheng and
Kai Xu and
Yanmin Zhu and
Zhenhui Li},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Targeted Knowledge Transfer for Learning Traffic Signal Plans},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11440},
pages = {175--187},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16145-3\_14},
doi = {10.1007/978-3-030-16145-3\_14},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/XuZXZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoLWTL19,
author = {Huaxiu Yao and
Yiding Liu and
Ying Wei and
Xianfeng Tang and
Zhenhui Li},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Learning from Multiple Cities: {A} Meta-Learning Approach for Spatial-Temporal
Prediction},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {2181--2191},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313577},
doi = {10.1145/3308558.3313577},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YaoLWTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangJWWL19,
author = {Hongjian Wang and
Porter Jenkins and
Hua Wei and
Fei Wu and
Zhenhui Li},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Learning Task-Specific City Region Partition},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {3300--3306},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313704},
doi = {10.1145/3308558.3313704},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangJWWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangFLDZZ00JL19,
author = {Huichu Zhang and
Siyuan Feng and
Chang Liu and
Yaoyao Ding and
Yichen Zhu and
Zihan Zhou and
Weinan Zhang and
Yong Yu and
Haiming Jin and
Zhenhui Li},
editor = {Ling Liu and
Ryen W. White and
Amin Mantrach and
Fabrizio Silvestri and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {CityFlow: {A} Multi-Agent Reinforcement Learning Environment for Large
Scale City Traffic Scenario},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {3620--3624},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3314139},
doi = {10.1145/3308558.3314139},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangFLDZZ00JL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08518,
author = {Huaxiu Yao and
Yiding Liu and
Ying Wei and
Xianfeng Tang and
Zhenhui Li},
title = {Learning from Multiple Cities: {A} Meta-Learning Approach for Spatial-Temporal
Prediction},
journal = {CoRR},
volume = {abs/1901.08518},
year = {2019},
url = {http://arxiv.org/abs/1901.08518},
eprinttype = {arXiv},
eprint = {1901.08518},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08117,
author = {Hua Wei and
Guanjie Zheng and
Vikash V. Gayah and
Zhenhui Li},
title = {A Survey on Traffic Signal Control Methods},
journal = {CoRR},
volume = {abs/1904.08117},
year = {2019},
url = {http://arxiv.org/abs/1904.08117},
eprinttype = {arXiv},
eprint = {1904.08117},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04716,
author = {Guanjie Zheng and
Xinshi Zang and
Nan Xu and
Hua Wei and
Zhengyao Yu and
Vikash V. Gayah and
Kai Xu and
Zhenhui Li},
title = {Diagnosing Reinforcement Learning for Traffic Signal Control},
journal = {CoRR},
volume = {abs/1905.04716},
year = {2019},
url = {http://arxiv.org/abs/1905.04716},
eprinttype = {arXiv},
eprint = {1905.04716},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04722,
author = {Guanjie Zheng and
Yuanhao Xiong and
Xinshi Zang and
Jie Feng and
Hua Wei and
Huichu Zhang and
Yong Li and
Kai Xu and
Zhenhui Li},
title = {Learning Phase Competition for Traffic Signal Control},
journal = {CoRR},
volume = {abs/1905.04722},
year = {2019},
url = {http://arxiv.org/abs/1905.04722},
eprinttype = {arXiv},
eprint = {1905.04722},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05217,
author = {Huichu Zhang and
Siyuan Feng and
Chang Liu and
Yaoyao Ding and
Yichen Zhu and
Zihan Zhou and
Weinan Zhang and
Yong Yu and
Haiming Jin and
Zhenhui Li},
title = {CityFlow: {A} Multi-Agent Reinforcement Learning Environment for Large
Scale City Traffic Scenario},
journal = {CoRR},
volume = {abs/1905.05217},
year = {2019},
url = {http://arxiv.org/abs/1905.05217},
eprinttype = {arXiv},
eprint = {1905.05217},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05301,
author = {Huaxiu Yao and
Ying Wei and
Junzhou Huang and
Zhenhui Li},
title = {Hierarchically Structured Meta-learning},
journal = {CoRR},
volume = {abs/1905.05301},
year = {2019},
url = {http://arxiv.org/abs/1905.05301},
eprinttype = {arXiv},
eprint = {1905.05301},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05717,
author = {Hua Wei and
Nan Xu and
Huichu Zhang and
Guanjie Zheng and
Xinshi Zang and
Chacha Chen and
Weinan Zhang and
Yanmin Zhu and
Kai Xu and
Zhenhui Li},
title = {CoLight: Learning Network-level Cooperation for Traffic Signal Control},
journal = {CoRR},
volume = {abs/1905.05717},
year = {2019},
url = {http://arxiv.org/abs/1905.05717},
eprinttype = {arXiv},
eprint = {1905.05717},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11056,
author = {Guanjie Zheng and
Mengqi Liu and
Tao Wen and
Hongjian Wang and
Huaxiu Yao and
Susan L. Brantley and
Zhenhui Li},
title = {Targeted Source Detection for Environmental Data},
journal = {CoRR},
volume = {abs/1908.11056},
year = {2019},
url = {http://arxiv.org/abs/1908.11056},
eprinttype = {arXiv},
eprint = {1908.11056},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03053,
author = {Huaxiu Yao and
Chuxu Zhang and
Ying Wei and
Meng Jiang and
Suhang Wang and
Junzhou Huang and
Nitesh V. Chawla and
Zhenhui Li},
title = {Graph Few-shot Learning via Knowledge Transfer},
journal = {CoRR},
volume = {abs/1910.03053},
year = {2019},
url = {http://arxiv.org/abs/1910.03053},
eprinttype = {arXiv},
eprint = {1910.03053},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11298,
author = {Chuxu Zhang and
Huaxiu Yao and
Chao Huang and
Meng Jiang and
Zhenhui Li and
Nitesh V. Chawla},
title = {Few-Shot Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/1911.11298},
year = {2019},
url = {http://arxiv.org/abs/1911.11298},
eprinttype = {arXiv},
eprint = {1911.11298},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/Yu0L18,
author = {Yanwei Yu and
Hongjian Wang and
Zhenhui Li},
title = {Inferring Mobility Relationship via Graph Embedding},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {2},
number = {3},
pages = {147:1--147:21},
year = {2018},
url = {https://doi.org/10.1145/3264957},
doi = {10.1145/3264957},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/Yu0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Yao0KTJLGYL18,
author = {Huaxiu Yao and
Fei Wu and
Jintao Ke and
Xianfeng Tang and
Yitian Jia and
Siyu Lu and
Pinghua Gong and
Jieping Ye and
Zhenhui Li},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction},
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 = {2588--2595},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11836},
doi = {10.1609/AAAI.V32I1.11836},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Yao0KTJLGYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KuoLK18,
author = {Yu{-}Hsuan Kuo and
Zhenhui Li and
Daniel Kifer},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Detecting Outliers in Data with Correlated Measures},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {287--296},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271798},
doi = {10.1145/3269206.3271798},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/KuoLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/YuY0TL18,
author = {Yanwei Yu and
Huaxiu Yao and
Hongjian Wang and
Xianfeng Tang and
Zhenhui Li},
editor = {Jian Pei and
Yannis Manolopoulos and
Shazia W. Sadiq and
Jianxin Li},
title = {Representation Learning for Large-Scale Dynamic Networks},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference,
{DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10828},
pages = {526--541},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91458-9\_32},
doi = {10.1007/978-3-319-91458-9\_32},
timestamp = {Fri, 03 Apr 2020 17:07:24 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/YuY0TL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiZYL18,
author = {Hua Wei and
Guanjie Zheng and
Huaxiu Yao and
Zhenhui Li},
editor = {Yike Guo and
Faisal Farooq},
title = {IntelliLight: {A} Reinforcement Learning Approach for Intelligent
Traffic Light Control},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2496--2505},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220096},
doi = {10.1145/3219819.3220096},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WeiZYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangWLWLCWX18,
author = {Yong Zhang and
Hua Wei and
Xuelian Lin and
Fei Wu and
Zhenhui Li and
Kaiheng Chen and
Yuandong Wang and
Jie Xu},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Context-Aware Location Annotation on Mobility Records Through User
Grouping},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10939},
pages = {583--596},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4\_46},
doi = {10.1007/978-3-319-93040-4\_46},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangWLWLCWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiuLAZ18,
author = {Yan Liu and
Zhenhui Li and
Wei Ai and
Lingyu Zhang},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {{SIGIR} 2018 Workshop on Intelligent Transportation Informatics},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {1441--1443},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210201},
doi = {10.1145/3209978.3210201},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiuLAZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhengZZXY0L18,
author = {Guanjie Zheng and
Fuzheng Zhang and
Zihan Zheng and
Yang Xiang and
Nicholas Jing Yuan and
Xing Xie and
Zhenhui Li},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {{DRN:} {A} Deep Reinforcement Learning Framework for News Recommendation},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {167--176},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3185994},
doi = {10.1145/3178876.3185994},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhengZZXY0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08714,
author = {Huaxiu Yao and
Fei Wu and
Jintao Ke and
Xianfeng Tang and
Yitian Jia and
Siyu Lu and
Pinghua Gong and
Jieping Ye and
Zhenhui Li},
title = {Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction},
journal = {CoRR},
volume = {abs/1802.08714},
year = {2018},
url = {http://arxiv.org/abs/1802.08714},
eprinttype = {arXiv},
eprint = {1802.08714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01254,
author = {Huaxiu Yao and
Xianfeng Tang and
Hua Wei and
Guanjie Zheng and
Yanwei Yu and
Zhenhui Li},
title = {Modeling Spatial-Temporal Dynamics for Traffic Prediction},
journal = {CoRR},
volume = {abs/1803.01254},
year = {2018},
url = {http://arxiv.org/abs/1803.01254},
eprinttype = {arXiv},
eprint = {1803.01254},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04165,
author = {Fei Wu and
Hongjian Wang and
Zhenhui Li},
title = {Semantic Exploration of Traffic Dynamics},
journal = {CoRR},
volume = {abs/1804.04165},
year = {2018},
url = {http://arxiv.org/abs/1804.04165},
eprinttype = {arXiv},
eprint = {1804.04165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08640,
author = {Yu{-}Hsuan Kuo and
Zhenhui Li and
Daniel Kifer},
title = {Detecting Outliers in Data with Correlated Measures},
journal = {CoRR},
volume = {abs/1808.08640},
year = {2018},
url = {http://arxiv.org/abs/1808.08640},
eprinttype = {arXiv},
eprint = {1808.08640},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mis/ChiYLL17,
author = {Meng Chi and
Jianhua Yang and
Yabo Liu and
Zhenhui Li},
title = {A Traffic Prediction Model for Self-Adapting Routing Overlay Network
in Publish/Subscribe System},
journal = {Mob. Inf. Syst.},
volume = {2017},
pages = {8429878:1--8429878:8},
year = {2017},
url = {https://doi.org/10.1155/2017/8429878},
doi = {10.1155/2017/8429878},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mis/ChiYLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0002L17,
author = {Hongjian Wang and
Zhenhui Li},
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 = {Region Representation Learning via Mobility Flow},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {237--246},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133006},
doi = {10.1145/3132847.3133006},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0002L17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuAL17,
author = {Fei Wu and
Pranay Anchuri and
Zhenhui Li},
title = {Structural Event Detection from Log Messages},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1175--1184},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098124},
doi = {10.1145/3097983.3098124},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengBLL17,
author = {Guanjie Zheng and
Susan L. Brantley and
Thomas Lauvaux and
Zhenhui Li},
title = {Contextual Spatial Outlier Detection with Metric Learning},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {2161--2170},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098143},
doi = {10.1145/3097983.3098143},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhengBLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiZAXL17,
author = {Zhenhui Li and
Guanjie Zheng and
Amal Agarwal and
Lingzhou Xue and
Thomas Lauvaux},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Discovery of Causal Time Intervals},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {804--812},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.90},
doi = {10.1137/1.9781611974973.90},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiZAXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/Li17,
author = {Zhenhui Li},
editor = {Michael Gertz and
Matthias Renz and
Xiaofang Zhou and
Erik G. Hoel and
Wei{-}Shinn Ku and
Agn{\`{e}}s Voisard and
Chengyang Zhang and
Haiquan Chen and
Liang Tang and
Yan Huang and
Chang{-}Tien Lu and
Siva Ravada},
title = {Semantic Understanding of Spatial Trajectories},
booktitle = {Advances in Spatial and Temporal Databases - 15th International Symposium,
{SSTD} 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10411},
pages = {398--401},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64367-0\_24},
doi = {10.1007/978-3-319-64367-0\_24},
timestamp = {Mon, 07 Dec 2020 17:16:29 +0100},
biburl = {https://dblp.org/rec/conf/ssd/Li17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuL16,
author = {Fei Wu and
Zhenhui Li},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Where Did You Go: Personalized Annotation of Mobility Records},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {589--598},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983845},
doi = {10.1145/2983323.2983845},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WuL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WangKKL16,
author = {Hongjian Wang and
Yu{-}Hsuan Kuo and
Daniel Kifer and
Zhenhui Li},
editor = {Siva Ravada and
Mohammed Eunus Ali and
Shawn D. Newsam and
Matthias Renz and
Goce Trajcevski},
title = {A simple baseline for travel time estimation using large-scale trip
data},
booktitle = {Proceedings of the 24th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2016, Burlingame,
California, USA, October 31 - November 3, 2016},
pages = {61:1--61:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996913.2996943},
doi = {10.1145/2996913.2996943},
timestamp = {Tue, 06 Nov 2018 11:07:36 +0100},
biburl = {https://dblp.org/rec/conf/gis/WangKKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/WuWL16,
author = {Fei Wu and
Hongjian Wang and
Zhenhui Li},
editor = {Siva Ravada and
Mohammed Eunus Ali and
Shawn D. Newsam and
Matthias Renz and
Goce Trajcevski},
title = {Interpreting traffic dynamics using ubiquitous urban data},
booktitle = {Proceedings of the 24th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2016, Burlingame,
California, USA, October 31 - November 3, 2016},
pages = {69:1--69:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996913.2996962},
doi = {10.1145/2996913.2996962},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/WuWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangKGL16,
author = {Hongjian Wang and
Daniel Kifer and
Corina Graif and
Zhenhui Li},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Crime Rate Inference with Big Data},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {635--644},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939736},
doi = {10.1145/2939672.2939736},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangKGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiWH15,
author = {Zhenhui Li and
Jingjing Wang and
Jiawei Han},
title = {ePeriodicity: Mining Event Periodicity from Incomplete Observations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {5},
pages = {1219--1232},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2365801},
doi = {10.1109/TKDE.2014.2365801},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuWLLH15,
author = {Fei Wu and
Hongjian Wang and
Zhenhui Li and
Wang{-}Chien Lee and
Zhuojie Huang},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {SemMobi: {A} Semantic Annotation System for Mobility Data},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {255--258},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742837},
doi = {10.1145/2740908.2742837},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/WuWLLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuLLWH15,
author = {Fei Wu and
Zhenhui Li and
Wang{-}Chien Lee and
Hongjian Wang and
Zhuojie Huang},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Semantic Annotaion of Mobility Data using Social Media},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1253--1263},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741675},
doi = {10.1145/2736277.2741675},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/WuLLWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangLKK15,
author = {Hongjian Wang and
Zhenhui Li and
Yu{-}Hsuan Kuo and
Dan Kifer},
title = {A Simple Baseline for Travel Time Estimation using Large-Scale Trip
Data},
journal = {CoRR},
volume = {abs/1512.08580},
year = {2015},
url = {http://arxiv.org/abs/1512.08580},
eprinttype = {arXiv},
eprint = {1512.08580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangLKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WuLLH14,
author = {Fei Wu and
Tobias Kin Hou Lei and
Zhenhui Li and
Jiawei Han},
title = {MoveMine 2.0: Mining Object Relationships from Movement Data},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {13},
pages = {1613--1616},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1613-wu.pdf},
doi = {10.14778/2733004.2733043},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WuLLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/YuSSLY14,
author = {Mo Yu and
Wenjun Si and
Guojie Song and
Zhenhui Li and
John Yen},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Who were you talking to - Mining interpersonal relationships from
cellphone network data},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {485--490},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921630},
doi = {10.1109/ASONAM.2014.6921630},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/YuSSLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangLL14,
author = {Hongjian Wang and
Zhenhui Li and
Wang{-}Chien Lee},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {{PGT:} Measuring Mobility Relationship Using Personal, Global and
Temporal Factors},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {570--579},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.111},
doi = {10.1109/ICDM.2014.111},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YinYLL14,
author = {Peifeng Yin and
Mao Ye and
Wang{-}Chien Lee and
Zhenhui Li},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Mining {GPS} Data for Trajectory Recommendation},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {50--61},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_5},
doi = {10.1007/978-3-319-06605-9\_5},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YinYLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/Li14,
author = {Zhenhui Li},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Spatiotemporal Pattern Mining: Algorithms and Applications},
booktitle = {Frequent Pattern Mining},
pages = {283--306},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_12},
doi = {10.1007/978-3-319-07821-2\_12},
timestamp = {Mon, 05 Jun 2017 13:20:20 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/Li14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiDWLKC13,
author = {Zhenhui Li and
Bolin Ding and
Fei Wu and
Tobias Kin Hou Lei and
Roland Kays and
Margaret Crofoot},
title = {Attraction and Avoidance Detection from Movements},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {3},
pages = {157--168},
year = {2013},
url = {http://www.vldb.org/pvldb/vol7/p157-li.pdf},
doi = {10.14778/2732232.2732235},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiDWLKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuLMG13,
author = {Zhaohui Wu and
Zhenhui Li and
Prasenjit Mitra and
C. Lee Giles},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Can back-of-the-book indexes be automatically created?},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1745--1750},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505627},
doi = {10.1145/2505515.2505627},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WuLMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/WuDLMG13,
author = {Zhaohui Wu and
Sujatha Das and
Zhenhui Li and
Prasenjit Mitra and
C. Lee Giles},
editor = {Simone Marinai and
Kim Marriott},
title = {Searching online book documents and analyzing book citations},
booktitle = {{ACM} Symposium on Document Engineering 2013, DocEng '13, Florence,
Italy, September 10-13, 2013},
pages = {81--90},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2494266.2494282},
doi = {10.1145/2494266.2494282},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/doceng/WuDLMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiWC13,
author = {Zhenhui Li and
Fei Wu and
Margaret Crofoot},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Mining Following Relationships in Movement Data},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {458--467},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.98},
doi = {10.1109/ICDM.2013.98},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiWC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/DongWLJX13,
author = {Weiguang Dong and
Hongguang Wang and
Zhenhui Li and
Yong Jiang and
Jizhong Xiao},
title = {Development of a wall-climbing robot with biped-wheel hybrid locomotion
mechanism},
booktitle = {2013 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2013, Tokyo, Japan, November 3-7, 2013},
pages = {2333--2338},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IROS.2013.6696683},
doi = {10.1109/IROS.2013.6696683},
timestamp = {Tue, 05 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/iros/DongWLJX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/LiWW13,
author = {Zhenhui Li and
Hongguang Wang and
Yuechao Wang},
title = {Path planning for power transmission line inspection robot based on
visual obstacle detection},
booktitle = {{IEEE} International Conference on Robotics and Biomimetics, {ROBIO}
2013, Shenzhen, China, December 12-14, 2013},
pages = {158--163},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ROBIO.2013.6739452},
doi = {10.1109/ROBIO.2013.6739452},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/robio/LiWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Li12,
author = {Zhenhui Li},
title = {Mining periodicity and object relationship in spatial and temporal
data},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2012},
url = {https://hdl.handle.net/2142/42370},
timestamp = {Fri, 13 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Li12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiHDK12,
author = {Zhenhui Li and
Jiawei Han and
Bolin Ding and
Roland Kays},
title = {Mining periodic behaviors of object movements for animal and biological
sustainability studies},
journal = {Data Min. Knowl. Discov.},
volume = {24},
number = {2},
pages = {355--386},
year = {2012},
url = {https://doi.org/10.1007/s10618-011-0227-9},
doi = {10.1007/S10618-011-0227-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LiHDK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FuxmanKLT12,
author = {Ariel Fuxman and
Anitha Kannan and
Zhenhui Li and
Panayiotis Tsaparas},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Enabling direct interest-aware audience selection},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {575--584},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396836},
doi = {10.1145/2396761.2396836},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/FuxmanKLT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiWH12,
author = {Zhenhui Li and
Jingjing Wang and
Jiawei Han},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Mining event periodicity from incomplete observations},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {444--452},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339604},
doi = {10.1145/2339530.2339604},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiWH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuDLH12,
author = {Quanquan Gu and
Marina Danilevsky and
Zhenhui Li and
Jiawei Han},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Locality Preserving Feature Learning},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {477--485},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/gu12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuDLH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3725,
author = {Quanquan Gu and
Zhenhui Li and
Jiawei Han},
title = {Generalized Fisher Score for Feature Selection},
journal = {CoRR},
volume = {abs/1202.3725},
year = {2012},
url = {http://arxiv.org/abs/1202.3725},
eprinttype = {arXiv},
eprint = {1202.3725},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiHJTYDLK11,
author = {Zhenhui Li and
Jiawei Han and
Ming Ji and
Lu{-}An Tang and
Yintao Yu and
Bolin Ding and
Jae{-}Gil Lee and
Roland Kays},
title = {MoveMine: Mining moving object data for discovery of animal movement
patterns},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {4},
pages = {37:1--37:32},
year = {2011},
url = {https://doi.org/10.1145/1989734.1989741},
doi = {10.1145/1989734.1989741},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/LiHJTYDLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuLH11,
author = {Quanquan Gu and
Zhenhui Li and
Jiawei Han},
editor = {Wolfram Burgard and
Dan Roth},
title = {Learning a Kernel for Multi-Task Clustering},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {368--373},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7914},
doi = {10.1609/AAAI.V25I1.7914},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/YuPTLH11,
author = {Xiao Yu and
Ang Pan and
Lu{-}An Tang and
Zhenhui Li and
Jiawei Han},
title = {Geo-Friends Recommendation in GPS-based Cyber-physical Social Network},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},
pages = {361--368},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ASONAM.2011.118},
doi = {10.1109/ASONAM.2011.118},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/YuPTLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GuLH11,
author = {Quanquan Gu and
Zhenhui Li and
Jiawei Han},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Correlated multi-label feature selection},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1087--1096},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063734},
doi = {10.1145/2063576.2063734},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GuLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuLH11,
author = {Quanquan Gu and
Zhenhui Li and
Jiawei Han},
editor = {Toby Walsh},
title = {Joint Feature Selection and Subspace Learning},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1294--1299},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-219},
doi = {10.5591/978-1-57735-516-8/IJCAI11-219},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuLH11,
author = {Quanquan Gu and
Zhenhui Li and
Jiawei Han},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Linear Discriminant Dimensionality Reduction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {549--564},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_45},
doi = {10.1007/978-3-642-23780-5\_45},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DingWHL11,
author = {Bolin Ding and
Marianne Winslett and
Jiawei Han and
Zhenhui Li},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {Differentially private data cubes: optimizing noise sources and consistency},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {217--228},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989347},
doi = {10.1145/1989323.1989347},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/DingWHL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssd/LiLDH11,
author = {Zhenhui Li and
Cindy Xide Lin and
Bolin Ding and
Jiawei Han},
editor = {Dieter Pfoser and
Yufei Tao and
Kyriakos Mouratidis and
Mario A. Nascimento and
Mohamed F. Mokbel and
Shashi Shekhar and
Yan Huang},
title = {Mining Significant Time Intervals for Relationship Detection},
booktitle = {Advances in Spatial and Temporal Databases - 12th International Symposium,
{SSTD} 2011, Minneapolis, MN, USA, August 24-26, 2011, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6849},
pages = {386--403},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22922-0\_23},
doi = {10.1007/978-3-642-22922-0\_23},
timestamp = {Tue, 02 Jan 2024 12:43:46 +0100},
biburl = {https://dblp.org/rec/conf/ssd/LiLDH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuLH11,
author = {Quanquan Gu and
Zhenhui Li and
Jiawei Han},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Generalized Fisher Score for Feature Selection},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {266--273},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2175\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiDHK10,
author = {Zhenhui Li and
Bolin Ding and
Jiawei Han and
Roland Kays},
title = {Swarm: Mining Relaxed Temporal Moving Object Clusters},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {723--734},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R65.pdf},
doi = {10.14778/1920841.1920934},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LiDHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LiLLH10,
author = {Zhenhui Li and
Jae{-}Gil Lee and
Xiaolei Li and
Jiawei Han},
editor = {Hiroyuki Kitagawa and
Yoshiharu Ishikawa and
Qing Li and
Chiemi Watanabe},
title = {Incremental Clustering for Trajectories},
booktitle = {Database Systems for Advanced Applications, 15th International Conference,
{DASFAA} 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {5982},
pages = {32--46},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12098-5\_3},
doi = {10.1007/978-3-642-12098-5\_3},
timestamp = {Fri, 30 Dec 2022 14:22:15 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/LiLLH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HanLT10,
author = {Jiawei Han and
Zhenhui Li and
Lu{-}An Tang},
editor = {Hiroyuki Kitagawa and
Yoshiharu Ishikawa and
Qing Li and
Chiemi Watanabe},
title = {Mining Moving Object, Trajectory and Traffic Data},
booktitle = {Database Systems for Advanced Applications, 15th International Conference,
{DASFAA} 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {5982},
pages = {485--486},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12098-5\_56},
doi = {10.1007/978-3-642-12098-5\_56},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/HanLT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiDHKN10,
author = {Zhenhui Li and
Bolin Ding and
Jiawei Han and
Roland Kays and
Peter Nye},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Mining periodic behaviors for moving objects},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {1099--1108},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835942},
doi = {10.1145/1835804.1835942},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiDHKN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LiJLTYHK10,
author = {Zhenhui Li and
Ming Ji and
Jae{-}Gil Lee and
Lu An Tang and
Yintao Yu and
Jiawei Han and
Roland Kays},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {MoveMine: mining moving object databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {1203--1206},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807319},
doi = {10.1145/1807167.1807319},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LiJLTYHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiZJH10,
author = {Zhenhui Li and
Ding Zhou and
Yun{-}Fang Juan and
Jiawei Han},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Keyword extraction for social snippets},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {1143--1144},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772845},
doi = {10.1145/1772690.1772845},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiZJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiLHL09,
author = {Xiaolei Li and
Zhenhui Li and
Jiawei Han and
Jae{-}Gil Lee},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {Temporal Outlier Detection in Vehicle Traffic Data},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1319--1322},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.230},
doi = {10.1109/ICDE.2009.230},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiLHL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 05:59 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
