I am currently a 2nd-year Ph.D. student (2022–now) in the Department of Automation at the University of Science and Technology of China (USTC), supervised by Prof. Tianzhu Zhang. I received my bachelor’s degree in Computer Science and Technology from Central South University in 2022.
My research interests lie in semantic segmentation, few-shot learning, and AI-generated content (AIGC).
I have published some papers at the top international AI conferences.
🔥 News
- 2025.09: 🎉🎉 ECOCSeg was accepted by NeurIPS 2025.
- 2025.06: 🎉🎉 LARM was accepted by ICCV 2025.
- 2025.05: 🎉🎉 BLDA was accepted by ICML 2025.
- 2025.03: 🎉🎉 DATO was accepted by CVPR 2025.
- 2025.03: 🎉🎉 VISA was accepted by CVPR 2025.
- 2024.12: 🎉🎉 I got 1st place on WSI-level Glomeruli Detection in Kidney Pathology Image Segmentation Challenge (MICCAI 2024).
- 2024.07: 🎉🎉 DLE was accepted by ECCV 2024.
- 2024.04: 🎉🎉 DENet was accepted by IJCAI 2024.
- 2023.09: 🎉🎉 I got 1st place on Cell Detection from Cell-Tissue Interaction Challenge (MICCAI 2023)
- 2022.12: 🎉🎉 I got Meritorious Winner (Rank: 4/102) in the Weakly Supervised Cell Segmentation in Multi-modality High-Resolution Microscopy Images Challenge (NeurIPS 2022).
📝 Publications
Generalized Few-Shot Point Cloud Segmentation via LLM-Assisted Hyper-Relation Matching
Zhaoyang Li, Yuan Wang, GUoxin Xiong, Wangkai Li, Yuwen Pan, Tianzhu Zhang.
Balanced Learning for Domain Adaptive Semantic Segmentation
Wangkai Li, Rui Sun, Bohao Liao, Zhaoyang Li, Tianzhu Zhang.
Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation
Zhaoyang Li, Yuan Wang, Wangkai Li, Tianzhu Zhang, Xiang Liu
Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing
Yanjun Li, Zhaoyang Li, Honghui Chen, Lizhi Xu
Localization and expansion: A decoupled framework for point cloud few-shot semantic segmentation
Zhaoyang Li, Yuan Wang, Wangkai Li, Rui Sun, Tianzhu Zhang
Aggregation and purification: dual enhancement network for point cloud few-shot segmentation
Guoxin Xiong, Yuan Wang, Zhaoyang Li, Wenfei Yang, Tianzhu Zhang, Xu Zhou, Shifeng Zhang, Yongdong Zhang
🎖 Honors and Awards
- First-class Scholarship, Graduate School of USTC
- First-class Scholarship, Undergraduate School of Central South University
📖 Educations
- 2022.09 - (now), Ph.D. student in the Department of Automation at the University of Science and Technology of China (USTC), Hefei.
- 2018.09 - 2022.06, Undergraduate, Central South University, Changsha.
💻 Internships
- 2025.06-now, ByteDance
, Shanghai. - 2022.12-2024.06, Institute of Artifical Intelligence, Hefei Comprehensive National Science Center
, Hefei.