Short Bio

I am currently a 2nd-year Ph.D. student in the School of Computer Science at Sichuan University, advised by Prof. Dezhong Peng and co-advised by Dr. Yuan Sun, Dr. Xu Wang, and Dr. Peng Hu.

My research mainly focuses on Cross-modal Retrieval, Multi-view Learning, Multi-modal Object REID, Noisy Label Learning, and Partial Label Learning. ( ).

🔥 News

2026.05: 🎉🎉 One paper was accepted by IEEE Transactions on Image Processing.
2026.05: 🎉🎉 One paper was accepted by ICML 2026.
2026.03: I will serve as a reviewer for NeurIPS 2026.
2026.03: I will serve as a reviewer for ACMMM 2026.
2026.01: I will serve as a reviewer for ECCV 2026.
2025.11: 🎉🎉 Two papers were accepted by AAAI 2026, and one was selected for an Oral presentation, see you in Singapore!
2025.09: 🎉🎉 One paper was accepted by NeurIPS 2025, Spotlight (accepatance rate = 3.19%).

📖 Academic Service

Serving as a reviewer for conferences and journals including

NeurIPS, ICML, CVPR, ECCV, AAAI, ACM MM, IJCAI, TIP, TMM, TKDE, TIFS, and PR.

📝 Selected Publications

ICML 2026

Correspondence Cognitive Learning for Multi-Modal Object Re-Identification

Chao Su, Shuying Li, Ruitao Pu, Dezhong Peng, Zhenwen Ren, Yuan Sun

Forty-third International Conference on Machine Learning (ICML 2026), regular.

AAAI 2026

Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels

Chao Su, Yanan Li, Xu Wang, Yingke Chen, Huiming Zheng, Dezhong Peng, Yuan Sun

Fourty AAAI Conference on Artificial Intelligence (AAAI 2026), oral.

NeurIPS 2025

Neighbor-aware Contrastive Disambiguation for Cross-Modal Hashing with Redundant Annotations

Chao Su, Likang Peng, Yuan Sun, Dezhong Peng, Xi Peng, Xu Wang

The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025), spotlight.

AAAI 2025

DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels

Chao Su, Huiming Zheng, Dezhong Peng, Xu Wang

Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2025), poster.

📖 Educations

2024.09 - now, PhD student, College of Computer Science, Sichuan University.
2021.09 - 2024.06, Master, College of Computer Science, Sichuan University.
2017.09 - 2021.06, Bachelor, College of Software Engineering, Sichuan University.

💻 Internships