Publications
A collection of my research work.
Stop Pushing Friends Away: Trustworthy Hybrid Contrastive Multi-modal Clustering
Guoliang Zou, Shizhe Hu, Tongji Chen, Yangdong Ye
Information Fusion 2026
Reliable Continual Multi-modal Clustering
Guoliang Zou, Shizhe Hu, Sijia Li, Yuyang Du, Tongji Chen, Yangdong Ye
Pattern Recognition 2026
Interest-driven Deep Multi-modal Clustering
Guoliang Zou, Tongji Chen, Sijia Li, Jin Qin, Yangdong Ye, Shizhe Hu
Proceedings of the AAAI Conference on Artificial Intelligence 2026
Proxy Information Bottleneck for Multi-modal Clustering
Guoliang Zou, Sijia Li, Jinlan Wang, Tianyi Zhang, Pantongtong Li, Yangdong Ye, Shizhe Hu
Proceedings of the 34th ACM International Conference on Multimedia 2026
Cross-modal Information Propagation for Contrastive Multi-modal Clustering
Tongji Chen†, Guoliang Zou†, Shizhe Hu, Yangdong Ye
Information Processing & Management 2026
Dual global information guidance for deep contrastive multi-modal clustering
Guoliang Zou, Shizhe Hu, Tongji Chen, Yunpeng Wu, Yangdong Ye
Information Sciences 2025
Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering
Shizhe Hu, Jiahao Fan, Guoliang Zou†, Yangdong Ye†
Proceedings of the AAAI Conference on Artificial Intelligence 2025
Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning
Shizhe Hu, Chengkun Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye
IEEE Transactions on Neural Networks and Learning Systems 2025
Learning Dual Enhanced Representation for Contrastive Multi-view Clustering
Guoliang Zou, Yangdong Ye, Tongji Chen, Shizhe Hu
Proceedings of the 32nd ACM International Conference on Multimedia 2024
Joint contrastive triple-learning for deep multi-view clustering.
Shizhe Hu, Guoliang Zou, Chaoyang Zhang, Zhengzheng Lou, Ruilin Geng, Yangdong Ye
Information Processing & Management 2023
A Parameter-free Multi-view Information Bottleneck Clustering Method by Cross-view Weighting
Shizhe Hu, Ruilin Geng, Zhaoxu Cheng, Chaoyang Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye
Proceedings of the 30th ACM International Conference on Multimedia 2022