I am a Post-doc Fellow at the Department of Computer Science and Engineering, Hong Kong University of Science and Technology (HKUST), working with Professor Hao Chen. Before that, I obtained my PhD from the School of Electronic Engineering, Xidian University, supervised by Professor Cheng Deng. My research lies at the broad area of artificial intelligence and machine learning. I am interested in multi-modal learning, video understanding, and computational pathology .
🔥 News
- 2024.10: 🎉🎉 one paper was accepted to AAAI 2025.
- 2024.05: 🎉🎉 one paper was accepted to ACL 2024.
- 2024.01: 🎉🎉 one paper was accepted to IEEE Trans. Image Process. (TIP).
- 2023.06: 🎉🎉 one paper was accepted to IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI).
- 2022.08: 🎉🎉 one paper was accepted to IEEE Trans. Multimedia (TMM).
- 2022.07: 🎉🎉 one paper was accepted to IEEE Trans. Image Process. (TIP).
- 2020.12: 🎉🎉 one paper was accepted to AAAI 2021.
📝 Publications
(* Equal Contribution)
Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning.\
Kun Wei, Zhe Xu, Cheng Deng\
AAAI Conference on Artificial Intelligence (AAAI), 2025.
Zhe Xu, Kun Wei, Xu Yang, Cheng Deng\
The 62nd Annual Meeting of the Association for Computational Linguistics (ACL), 2024.
Do You Guys Want to Dance: Zero-Shot Compositional Human Dance Generation with Multiple Persons.\
Zhe Xu, Kun Wei, Xu Yang, Cheng Deng\
ArXiv, 2024.
Class-Incremental Unsupervised Domain Adaptation via Pseudo-Label Distillation.\
Kun Wei, Xu Yang, Zhe Xu, Cheng Deng\
IEEE Trans. Image Process., 2024. (IF=10.8)
Bilateral Relation Distillation for Weakly Supervised Temporal Action Localization.\
Zhe Xu, Kun Wei, Erkun Yang, Cheng Deng, Wei Liu\
IEEE Trans. Pattern Anal. Mach. Intell., 2023. (IF=20.8)
Point-Supervised Video Temporal Grounding.\
Zhe Xu, Kun Wei, Xu Yang, Cheng Deng\
IEEE Trans. Multimedia, 2022. (IF=8.4)
HiSA: Hierarchically Semantic Associating for Video Temporal Grounding.\
Zhe Xu, Da Chen, Kun Wei, Cheng Deng, Hui Xue\
IEEE Trans. Image Process., 2022. (IF=10.8)
Generalized Zero-Shot Learning via Disentangled Representation.\
Xiangyu Li*, Zhe Xu*, Kun Wei, Cheng Deng\
AAAI Conference on Artificial Intelligence (AAAI), 2021.
🎖 Honors and Awards
- 2023.10 Tencent Scholarship, Tencent.
- 2022.10 National Scholarship, Ministry of Education of the People’s Republic of China.
- 2022.10 Outstanding Graduate Student, Xidian University.
📖 Educations
- 2019.09 - 2024.12, Xidian University, Ph.D., Major: Electronic Science and Technology.
- 2015.09 - 2019.06, Xidian University, B.Eng., Major: Electronic Science and Technology.