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Multi-view Clustering via Deep Matrix Factorization and Partition Alignment

May 10, 2021
Chen Zhang, Siwei Wang, Jiyuan Liu, Sihang Zhou, Pei Zhang, Xinwang Liu, En Zhu, Changwang Zhang

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Multi-view Deep One-class Classification: A Systematic Exploration

Apr 27, 2021
Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin

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Deep Distribution-preserving Incomplete Clustering with Optimal Transport

Mar 21, 2021
Mingjie Luo, Siwei Wang, Xinwang Liu, Wenxuan Tu, Yi Zhang, Xifeng Guo, Sihang Zhou, En Zhu

* Data are provided at 

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Multi-object Tracking with a Hierarchical Single-branch Network

Jan 06, 2021
Fan Wang, Lei Luo, En Zhu, Siwei Wang, Jun Long

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Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix

Aug 31, 2020
Weixuan Liang, Sihang Zhou, Jian Xiong, Xinwang Liu, Siwei Wang, En Zhu, Zhiping Cai, Xin Xu

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Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events

Aug 27, 2020
Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft

* To be published as an oral paper in Proceedings of the 28th ACM International Conference on Multimedia (ACM MM '20). 9 pages, 7 figures 

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SimpleMKKM: Simple Multiple Kernel K-means

May 12, 2020
Xinwang Liu, En Zhu, Jiyuan Liu, Timothy Hospedales, Yang Wang, Meng Wang

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Understand Dynamic Regret with Switching Cost for Online Decision Making

Nov 28, 2019
Yawei Zhao, Qian Zhao, Xingxing Zhang, En Zhu, Xinwang Liu, Jianping Yin

* Accepted by ACM Transactions on Intelligent Systems and Technology (TIST) 

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Simultaneous Clustering and Optimization for Evolving Datasets

Aug 04, 2019
Yawei Zhao, En Zhu, Xinwang Liu, Chang Tang, Deke Guo, Jianping Yin

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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Dynamic Online Gradient Descent with Improved Query Complexity: A Theoretical Revisit

Jan 08, 2019
Yawei Zhao, En Zhu, Xinwang Liu, Jianping Yin

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Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets

Aug 20, 2018
Yawei Zhao, Kai Xu, Xinwang Liu, En Zhu, Xinzhong Zhu, Jianping Yin

* Accepted by IEEE Transactions on Knowledge and Data Engineering, 2018 

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