About Me
Hi! My name is Guoliang Zou (邹国梁). I am a Ph.D. student from School of Computer Science and Artificial Intelligence, Zhengzhou University, China, under the supervision of Professor Ye and the co-supervision of Research Fellow Hu.
My current research focuses on information bottleneck theory, trusted multi-modal learning, continual learning, multi-modal learning and clustering.
News
One paper is accepted by Pattern Recognition (中科院 1区, TOP), 2026.
One paper is accepted by the 34th ACM Multimedia (CCF A), 2026.
One paper is accepted by Information Fusion (中科院 1区, TOP), 2026.
A Henan Provincial Youth Student Science Foundation Project (河南省自然青年学生科学基金项目) is obtained, 2026.
One paper is accepted by Information Processing & Management (中科院 1区, TOP), 2026.
One paper is accepted by the 40th AAAI [Oral] (CCF A), 2026.
A Zhengzhou University Young Student Basic Research Projects Seed Projects (郑州大学青年学生基础研究项目种子项目) is obtained, 2025.
One paper is accepted by Information Sciences (中科院 2区), 2025.
One paper is accepted by the 39th AAAI (CCF A), 2025.
One paper is accepted by the 32nd ACM Multimedia (CCF A), 2024.
One paper is accepted by IEEE Transactions on Neural Networks and Learning Systems (中科院 1区, TOP), 2024.
One paper is accepted by Information Processing & Management [Highly Cited Paper] (中科院 1区, TOP), 2023.
One paper is accepted by the 30th ACM Multimedia (CCF A), 2022.
Selected Publications
View All →Stop Pushing Friends Away: Trustworthy Hybrid Contrastive Multi-modal Clustering
Guoliang Zou, Shizhe Hu, Tongji Chen, Yangdong Ye
Information Fusion
Reliable Continual Multi-modal Clustering
Guoliang Zou, Shizhe Hu, Sijia Li, Yuyang Du, Tongji Chen, Yangdong Ye
Pattern Recognition
Dual global information guidance for deep contrastive multi-modal clustering
Guoliang Zou, Shizhe Hu, Tongji Chen, Yunpeng Wu, Yangdong Ye
Information Sciences
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
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
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
Cross-modal Information Propagation for Contrastive Multi-modal Clustering
Tongji Chen†, Guoliang Zou†, Shizhe Hu, Yangdong Ye
Information Processing & Management
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
Joint contrastive triple-learning for deep multi-view clustering.
Shizhe Hu, Guoliang Zou, Chaoyang Zhang, Zhengzheng Lou, Ruilin Geng, Yangdong Ye
Information Processing & Management
Honors and Awards
— Research Grants
- Henan Provincial Natural Science Foundation for Young Student Researchers (No. 262300422748) — 主持 (2026)
- Zhengzhou University Young Student Basic Research Seed Project (No. ZZXM202532) — 主持 (2025)
— Selected Honors
- National Encouragement Scholarship
- Nominee for the Top Ten Outstanding Graduates — selected among only 20 graduating students university-wide
- Outstanding Graduate of Henan Province — 2 times
- First-Class Scholarship — 7 times
- Outstanding Graduate of Zhengzhou University
- Outstanding Student of Henan Province
- Outstanding Graduate Student Leader, Zhengzhou University — 2 times
Educations
- 2023.09 — Present, Zhengzhou University
Ph.D. Candidate in Software Engineering - 2020.09 — 2023.06, Zhengzhou University
M.S. in Computer Technology - 2016.09 — 2020.06, Zhengzhou University of Light Industry
B.S. in Computer Science and Technology
Academic Services
- Conference Reviewer:
- AAAI Conference on Artificial Intelligence (AAAI)
- ACM Multimedia Conference (ACMMM)
- Journal Reviewer:
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE Transactions on Circuits and Systems for Video Technology
- Neurocomputing