Sheng Li

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Yun Raymond FuNEU, COE Distinguished Professor; MAE, FAAAS, FIEEE, FSPIE, FOSA, FIAPRVerified email at neu.edu
Zhixuan ChuAlibaba GroupVerified email at alibaba-inc.com
Ming ShaoUMass Dartmouth (Associate Professor)Verified email at umassd.edu
Zhiqiang TaoAssistant Professor, Rochester Institute of TechnologyVerified email at rit.edu
Handong ZhaoAdobe ResearchVerified email at ece.neu.edu
Xiaoyuan JingWuhan University; Nanjing University of Posts and TelecommunicationsVerified email at njupt.edu.cn
Yaliang LiAlibaba GroupVerified email at alibaba-inc.com
Jing GaoAssociate Professor, Elmore Family School of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Liuyi YaoAlibaba GroupVerified email at alibaba-inc.com
Tianming LiuDistinguished Research Professor of Computer Science, University of GeorgiaVerified email at cs.uga.edu
Zhengming DingAssistant Professor of Computer Science, Tulane UniversityVerified email at tulane.edu
Aidong Zhang, Fellow of ACM, IEEE, a...Professor of Computer Science, University of VirginiaVerified email at virginia.edu
Zhao Zhang 张召Professor of Computer Science, Hefei University of Technology; PhD, CityU HKVerified email at ee.cityu.edu.hk
Hongfu LiuAssistant Professor of Computer Science, Brandeis UniversityVerified email at brandeis.edu
Jaya KawaleVerified email at tubi.tv
Ronghang ZhuUniversity of GeorgiaVerified email at uga.edu
Kang LiNortheastern UniversityVerified email at husky.neu.edu
David Zhang, DapengDistinguished Presidential Chair Prof., Chinese Univ of HK (SZ); Emeritus Prof., HK Polytechnic UnivVerified email at cuhk.edu.cn
Guangcan LiuProfessor of Southeast University, Nanjing, China.Verified email at cornell.edu
Meng Wang, IEEE Fellow, IAPR FellowHefei University of TechnologyVerified email at hfut.edu.cn

Sheng Li

Associate Professor of Data Science, University of Virginia

Verified email at virginia.edu - Homepage

Data Mining Machine Learning Causal Inference Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep collaborative filtering via marginalized denoising auto-encoder S Li, J Kawale, Y Fu Proceedings of the 24th ACM international on conference on information and …, 2015	530	2015
A survey on causal inference L Yao, Z Chu, S Li, Y Li, J Gao, A Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (5), 1-46, 2021	306	2021
Scene graph generation with external knowledge and image reconstruction J Gu, H Zhao, Z Lin, S Li, J Cai, M Ling Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	295	2019
Representation learning for treatment effect estimation from observational data L Yao, S Li, Y Li, M Huai, J Gao, A Zhang Advances in neural information processing systems 31, 2018	263	2018
From ensemble clustering to multi-view clustering Z Tao, H Liu, S Li, Z Ding, Y Fu IJCAI, 2017	149	2017
Learning robust and discriminative subspace with low-rank constraints S Li, Y Fu IEEE transactions on neural networks and learning systems 27 (11), 2160-2173, 2015	144	2015
Graph adaptive knowledge transfer for unsupervised domain adaptation Z Ding, S Li, M Shao, Y Fu Proceedings of the European Conference on Computer Vision (ECCV), 37-52, 2018	127	2018
Learning low-rank and discriminative dictionary for image classification L Li, S Li, Y Fu Image and Vision Computing 32 (10), 814--823, 2014	124	2014
Cross-view projective dictionary learning for person re-identification S Li, M Shao, Y Fu Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015	120	2015
Temporal subspace clustering for human motion segmentation S Li, K Li, Y Fu Proceedings of the IEEE international conference on computer vision, 4453-4461, 2015	114	2015
Infinite ensemble for image clustering H Liu, M Shao, S Li, Y Fu Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	103	2016
Person re-identification by cross-view multi-level dictionary learning S Li, M Shao, Y Fu IEEE transactions on pattern analysis and machine intelligence 40 (12), 2963 …, 2017	83	2017
Marginalized multiview ensemble clustering Z Tao, H Liu, S Li, Z Ding, Y Fu IEEE transactions on neural networks and learning systems 31 (2), 600-611, 2019	80	2019
Visual to text: Survey of image and video captioning S Li, Z Tao, K Li, Y Fu IEEE Transactions on Emerging Topics in Computational Intelligence 3 (4 …, 2019	80	2019
A review on deep learning techniques applied to answer selection T Lai, T Bui, S Li Proceedings of the 27th international conference on computational …, 2018	78	2018
Multi-view low-rank analysis for outlier detection S Li, M Shao, Y Fu Proceedings of the 2015 SIAM International Conference on Data Mining, 748-756, 2015	78	2015
Robust Subspace Discovery through Supervised Low-Rank Constraints S Li, Y Fu SIAM International Conference on Data Mining (SDM 2014), 163-171, 2014	71	2014
Low-Rank Coding with b-Matching Constraint for Semi-Supervised Classification S Li, Y Fu The Twenty-Third International Joint Conference on Artificial Intelligence …, 2013	71	2013
Matching on balanced nonlinear representations for treatment effects estimation S Li, Y Fu Advances in Neural Information Processing Systems 30, 2017	70	2017
Learning balanced and unbalanced graphs via low-rank coding S Li, Y Fu IEEE Transactions on Knowledge and Data Engineering 27 (5), 1274-1287, 2014	70	2014

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