About Me
Hi! I’m Boyu Han (韩博宇). Now I am a second-year PhD. student in VIPL research group of Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS), supervised by Prof. Qianqian Xu (许倩倩) (Professor at ICT, CAS) and Qingming Huang (黄庆明) (IEEE Fellow). I have received the B.E. degree in the SCSE at the University of Electronic Science and Technology of China (UESTC) in 2023. My research interests include machine learning and computer vision. I have authored or co-authored several academic papers in top-tier international conferences, including NeurIPS and ICML. If you are interested in my research, please email me at hanboyu23z@ict.ac.cn.
🔥 News
- 2025.06: 🎉🎉🎉 Our team (MR-CAS) won the 1st place in CVPR 2025 Competition for Fine-grained Video Understanding (EgoVis HoloAssist Challenges, Mistake Detection Track)!
- 2024.09: 🎉🎉🎉 One paper accepted to NeurIPS 2024, thanks to all co-authors!
- 2024.05: 🎉🎉🎉 One paper accepted to ICML 2024, thanks to all co-authors!
- 2023.09: 🎉 Start my journey in VIPL research group of ICT, CAS!!
- 2023.06: 🎉 Happy graduation from UESTC!!
📝 Publications
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
Boyu Han, Qianqian Xu*, Zhiyong Yang, Shilong Bao, Peisong Wen, Yangbangyan Jiang, Qingming Huang*
Advances in Neural Information Processing Systems (NeurIPS) 2024
![[Poster]](https://neurips.cc/media/PosterPDFs/NeurIPS%202024/94250.png?t=1733470344.9781482){kind=link}
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
Zhiyong Yang, Qianqian Xu*, Zitai Wang, Sicong Li, Boyu Han, Shilong Bao, Xiaochun Cao, Qingming Huang*
International Conference on Machine Learning (ICML) 2024
![[Poster]](https://icml.cc/media/PosterPDFs/ICML%202024/33489.png?t=1719404023.5924995){kind=link}
Efficient Adversarial Training for AUC Optimization
Shilong Bao, Qianqian Xu*, Zhiyong Yang, Cong Hua, Boyu Han, Xiaochun Cao, Qingming Huang*
Chinese Journal of Computers (CJC) 2025
- This paper presents a systematic investigation of a more generalized and efficient AdAUC framework, introducing a novel Ranking-aware Adversarial Regularization algorithm to achieve a better balance between standard and robust AUC performance.
🥇 Competitions
EgoVis HoloAssist Challenges @ CVPR 2025, 1st Place
Team MR-CAS: Boyu Han, Qianqian Xu, Shilong Bao, Zhiyong Yang, Sicong Li, Qingming Huang
- Mistake Detection Track, Fine-grained Video Understanding.
📖 Academic Services
Conferences
- NeurIPS：PC Member (2024, 2025)
- ICLR：PC Member (2025)
- ICML：PC Member (2025)
- IJCAI：PC Member (2025)
- ACM MM：PC Member (2025)
- AISTATS：PC Member (2025)
Journals
- IEEE Transactions on Multimedia (T-MM): Reviewer
- IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT): Reviewer
- ACM Transactions on Multimedia Computing, Communications and Applications (TOMM): Reviewer
- Multimedia Systems: Reviewer
🎖 Honors and Awards
- Outstanding Graduate of Sichuan Province(四川省优秀毕业生), 2023
- Outstanding Graduate of University of Electronic Science and Technology of China (电子科技大学优秀毕业生), 2023
- National Scholarship (国家奖学金), 2022
- Tencent First Prize Scholarship (腾讯一等奖学金), 2021
- Three-time First-Class Annual Scholarship for Outstanding Students by University of Electronic Science and Technology of China (电子科技大学一等优秀学生奖学金), 2020-2022
- Outstanding Winner and AMS Award in the American College Students Mathematical Modeling Contest (美国大学生数学建模竞赛O奖及AMS奖), 2021
🎓 Educations
2023.09 - now, Ph.D. Student.
Institute of Computing Technology, Chinese Academy of Sciences.
University of Chinese Academy of Sciences, Beijing.
2019.09 - 2023.06, Undergraduate.
School of Computer Science and Engineering (School of Cyber Security).
University of Electronic Science and Technology of China, Chengdu, Sichuan.