- Communication-Efficient Federated Multi-view Clustering, Jiyuan Liu, Xinwang Liu, Siqi Wang, Xinhang Wan, Dongsheng Li, Kai Lu, Kunlun He, IEEE-TPAMI.
- Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation, Yaowenhu, Wenxuan Tu, Yue Liu, Xinhang Wan, Junyi Yan, Taichun Zhou, Xinwang Liu, ICML 2025.
- Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels, Jiyuan Liu, Xinwang Liu, Chuankun Li, Xinhang Wan, Hao Tan, Yi Zhang, Weixuan Liang, Qian Qu, Yu Feng, Renxiang Guan, Ke Liang, CVPR 2025.
- Incremental Nyström-based Multiple Kernel Clustering, Yu Feng, Weixuan Liang, Xinhang Wan, Jiyuan Liu, Suyuan Liu, Qian Qu, Renxiang Guan, Huiying Xu, Xinwang Liu, AAAI 2025.
- Incomplete Multi-view Clustering via Diffusion Contrastive Generation, Yuanyang Zhang, Yijie Lin, Weiqing Yan, Li Yao, Xinhang Wan, Guangyuan Li, Chao Zhang, Guanzhou Ke, Jie Xu, AAAI 2025.
- DShield: Defending against Backdoor Attacks on Graph Neural Networks via Discrepancy Learning, Hao Yu, Chuan Ma, Xinhang Wan, Jun Wang, Tao Xiang, Meng Shen, Xinwang Liu, NDSS 2025.
- A Lightweight Anchor-Based Incremental Framework to Multi-view Clustering, Qian Qu, Xinhang Wan, Weixuan Liang, Jiyuan Liu, Yu Feng, Huiying Xu, Xinwang Liu, En Zhu, ACM MM 2024. Code PDF
- Multiple Kernel Clustering with Adaptive Multi-scale Partition Selection, Jun Wang, Zhenglai Li, Chang Tang#, Suyuan Liu, Xinhang Wan, Xinwang Liu#, IEEE-TKDE. Code PDF
- Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering, Shengju Yu, Dong Zhibin, Siwei Wang, Xinhang Wan, Yue Liu, Weixuan Liang, Pei Zhang, Wenxuan Tu, Xinwang Liu#, ICML 2024 (spotlight). PDF
- Scalable Incomplete Multi-View Clustering with Structure Alignment, Yi Wen, Siwei Wang#, Ke Liang, Weixuan Liang, Xinhang Wan, Xinwang Liu#, Suyuan Liu, Jiyuan Liu, and En Zhu, ACM MM 2023. Code PDF
- Efficient Multi-View Graph Clustering with Local and Global Structure Preservation, Yi Wen*, Suyuan Liu*, Xinhang Wan, Siwei Wang, Ke Liang, Xinwang Liu#, Xihong Yang, Pei Zhang, ACM MM 2023. Code PDF
- Unpaired Multi-View Graph Clustering with Cross-View Structure Matching, Yi Wen, Siwei Wang, Qing Liao, Weixuan Liang, Ke Liang, Xinhang Wan, Xinwang Liu#, IEEE-TNNLS.Code PDF
