đ¨âđĢ About Me ä¸æ
I'm now an Assistant Professor in Visual Computing Research Center (VCC), headed by Prof. Hui Huang, at the College of Computer Science & Software Engineering, Shenzhen University. I received my PhD degree in computer science from Hong Kong Baptist University in 2022 (supervised by Prof. Yiu-ming Cheung), my master degree in signal and information processing from Xidian University in 2018 (supervised by Prof. LI Ming), and my bachelor degree in communication engineering from Hanhong College, Southwest University, in 2015. My research focuses on optimization analysis of deep learning for practical applications, including long-tail learning, continual learning, noisy label learning, and multimodal learning. For postgraduate students, please check įĄåŖĢæįįŽįĢ .
đĸ [2026.04.17] Still a few postgraduate quotas in Fall 2026. If you are interested in long-tail learning or Agentic AI, please contact me.
đĨ Recent News
- 2026/05: The China Image and Graphics Conference officially announced a special forum co-organized by Prof. Hu (Zhengzhou University), Prof. Lu (Xiamen University), and me: "The Boundary of Foundation Model Generalization: Long-tail Challenges and Continual Learning". Welcome to join! See details [here].
- 2026/01: I was invited to serve as Chair of the ICDM 2026 Bluesky Track together with Prof. Jipeng Qiang. ICDM'26 [website]
- 2026/02: đđđ Three papers accepted to CVPR 2026, congratulations to Jiacheng Yang, Hezhao Liu, Shihao Hou and Prof. Lu!
- 2025/06/13: SZU email is available. Please contact me at mengkeli@szu.edu.cn.
- 2025/06/09: One TNNLS paper is accepted. Congrats to Prof. Lu!
- 2025/05/01: One ICML paper is accepted. Congrats to Chong and Prof. Zhang!
More News
- 2025/03/12: Please contact me temporarily using mengkejiajia@hotmail.com. The original email address is no longer valid.
- 2024/12/10: One AAAI paper is accepted. Congrats to Yunfan and Prof. Zhang! [paper]
- 2024/09/26: One NeurIPS paper is accepted. Congrats to Ye! [paper]
- 2024/08/17: Won the best paper award at DOCS 2024. Congrats to all colleagues!
- 2024/05/15: One TAI paper about long-tailed learning is accepted. [paper]
- 2024/04/29: One co-authored TPAMI paper is accepted. Congrats to Zhikai!
- 2024/04/17: One co-authored paper about long-tailed continual learning is accepted by IJCAI. [paper] [code]
- 2023/12/09: One AAAI paper is accepted. [paper] [code]
- 2023/12/04: One Guangdong Basic and Applied Basic Research Foundation project is granted.
- 2023/10/10: One co-authored TPAMI paper is accepted. Congrats to Weichao!
- 2023/08/24: One NSFC youth project is granted.
- 2023/08/22: One co-authored paper is accepted by TCSVT. Congrats to Zhikai!
- 2023/02/28: One co-authored CVPR paper is accepted. [paper] [code]
đ¯ Research Interests
đ§âđ Supervised Students
- Ye Liu (2023-)Long-tail learning
- Haiquan Ling (2024-)Long-tail noisy label learning
- Lihao Chen (2024-)3D point cloud analysis
- Qihao Min (2025-)Agentic AI