Selected Conference Papers

(# denotes co-first author, * denotes the corresponding author)

2025

1. [ICML'25] Zhengzheng Lou, Hang Xue, Chaoyang Zhang, Shizhe Hu*: A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method. Forty-second International Conference on Machine Learning (ICML), May. 2025. (CCF Rank A)
2. [ICML'25] Zhengzheng Lou, Ke Zhang, Yucong Wu, Shizhe Hu*: Super Deep Contrastive Information Bottleneck for Multi-modal Clustering. Forty-second International Conference on Machine Learning (ICML), May. 2025. (CCF Rank A) [Code]
3. [AAAI'25] Shizhe Hu, Jiahao Fan, Guoliang Zou*, Yangdong Ye*: Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering. AAAI Conference on Artificial Intelligence (AAAI), 39(16), 17314-17322, April. 2025. (CCF Rank A) [PDF] [Code]
4. [AAAI'25] Shizhe Hu, Binyan Tian, Weibo Liu, Yangdong Ye*: Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined. AAAI Conference on Artificial Intelligence (AAAI), 39(16), 17305-17313, April. 2025. (CCF Rank A) [PDF] [Code]

2024

1. [ACM MM'24] Guoliang Zou#, Yangdong Ye#, Tongji Chen, Shizhe Hu*: Learning Dual Enhanced Representation for Contrastive Multi-view Clustering. ACM Multimedia (ACM MM), Oct.28 - Nov. 1, Melbourne, VIC, Australia, 2024: 8731-8739. (CCF Rank A) [PDF] [Code]
2. [IJCAI'24] Zhengzheng Lou#, Chaoyang Zhang#, Hang Xue, Yangdong Ye, Qinglei Zhou, Shizhe Hu*: Self-supervised Weighted Information Bottleneck for Multi-view Clustering. In the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Aug.3- Aug. 9, Jeju, South Korea, 2024: 4643-4650. (CCF Rank A) [PDF]

Before 2024

1. [ACM MM'22] Shizhe Hu, Ruilin Geng, Zhaoxu Cheng, Chaoyang Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye*: A Parameter-free Multi-view Information Bottleneck Clustering Method by Cross-view Weighting. ACM Multimedia (ACM MM), Oct. 10-Oct. 14, Lisboa, Portugal, 2022: 3792-3800. [PDF] [PPT] [Poster] [Video Presentation] (CCF Rank A)
2. [IEEE ICASSP'20] Shizhe Hu, Zhenquan Hou, Zhengzheng Lou, Yangdong Ye*: Content VS Context: How about "Walking Hand-In-Hand" for Image Clustering. IEEE ICASSP 2020. [PDF] (CCF Rank B)
3. [IEEE CVPR'17] Xiaoqiang Yan, Shizhe Hu, Yangdong Ye*: Multi-task Clustering of Human Actions by Sharing Information. CVPR 2017. [PDF] (CCF Rank A)
4. [SDM'20] Xiaoqiang Yan, Yiqiao Mao, Shizhe Hu, Yangdong Ye: Heterogeneous Dual-Task Clustering with Visual-Textual Information. SDM 2020. [PDF] (CCF Rank B)
5. [PRAI'22] Xin Zeng, Shizhe Hu, Huake Wang and Jinna Zhang: Joint Contextual Transformer and Multi-scale Information Shared Network for Crowd Counting. International Conference on Pattern Recognition and Artificial Intelligence (PRAI) 2022. [PDF]