Lei Zhang
Email: lez023 [at] ucsd [dot] edu
Hi, welcome to my homepage! I am an incoming Ph.D. student in the Department of Computer Science, UCSD. I am fortunated to work with Prof. Julian McAuley focusing on problems in Vision-Language Learning, epsecially Multimodal Understanding, Generation, and Alignment.
Publications (Selected)
- Accelerating Dataset Distillation via Model Augmentation
Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Li Yao, Dongkuan Xu.
CVPR 2023. Highlight.
- Towards Fairness-aware Adversarial Network Pruning
Lei Zhang, Zhibo Wang, Xiaowei Dong, Yunhe Feng, Xiaoyi Pang, Zhifei Zhang, Kui Ren.
ICCV. 2023.
- Compress & Align: Leveraging Human Knowledge to Curate Image-Text Data
Lei Zhang, Fangxun Shu, Sucheng Ren, Bingchen Zhao, Hao Jiang, Cihang Xie.
Preprint 2024.
- Audio-Visual LLM for Video Understanding
Fangxun Shu*, Lei Zhang*, Hao Jiang, Cihang Xie.
Preprint 2024.
Education
- Ph.D. (Computer Science), University of California, San Diego. 2024.09 - Now
- M.S. Zhejiang University. 2021.09 - 2024.06
- B.S. South China University of Technology. 2017.09 - 2021.06
Service
- Reviewing for CVPR, ECCV, NeurIPS, ICML
