Lei Zhang

Intern, NVIDIA

PhD student, University of California, San Diego

Joined

October 2022

Names

Lei Zhang (Preferred)

Emails

****@zju.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@ucsd.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Intern

NVIDIA (nvidia.com)

2026 – Present

PhD student

University of California, San Diego (ucsd.edu)

2024 – Present

Intern

Meta (meta.com)

2025 – 2025

MS student

Zhejiang University (zju.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Julian McAuley

2024 – Present

Expertise

Computer Vision

Present

Multi-modal Learning

Present

Publications

Autoregressive Pretraining with Mamba in Vision
Sucheng Ren, Xianhang Li, Haoqin Tu, Feng Wang, Fangxun Shu, Lei Zhang, Jieru Mei, Linjie Yang, Peng Wang, Heng Wang, Alan Yuille, Cihang Xie
- ICLR 2025 Poster
- Readers: Everyone
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models
Wenqiao Zhang, Tianwei Lin, Jiang Liu, Haoyuan Li, Fangxun Shu, Wanggui He, Zhelun Yu, Lei Zhang, Zheqi Lv, Hao Jiang, Juncheng Li, Siliang Tang, Yueting Zhuang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
Fangxun Shu, Yue Liao, Lei Zhang, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chan, TaoZhong, Zhelun Yu, Wanggui He, Siming Fu, Haoyuan Li, Si Liu, Hongsheng Li, Hao Jiang
- ICLR 2025 Poster
- Readers: Everyone
Autoregressive Pretraining with Mamba in Vision
Sucheng Ren, Xianhang Li, Haoqin Tu, Feng Wang, Fangxun Shu, Lei Zhang, Jieru Mei, Linjie Yang, Peng Wang, Heng Wang, Alan L. Yuille, Cihang Xie
- CoRR 2024
- Readers: Everyone
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, Leilei Gan, Hao Jiang
- CoRR 2024
- Readers: Everyone
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models
Wenqiao Zhang, Tianwei Lin, Jiang Liu, Fangxun Shu, Haoyuan Li, Lei Zhang, Wanggui He, Hao Zhou, Zheqi Lv, Hao Jiang, Juncheng Li, Siliang Tang, Yueting Zhuang
- CoRR 2024
- Readers: Everyone
Towards Fairness-aware Adversarial Network Pruning
Lei Zhang, Zhibo Wang, Xiaowei Dong, Yunhe Feng, Xiaoyi Pang, Zhifei Zhang, Kui Ren
- ICCV 2023
- Readers: Everyone
Accelerating Dataset Distillation via Model Augmentation
Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu
- Published: 01 Jan 2023, Last Modified: 26 Jan 2024
- CVPR 2023
- Readers: Everyone
Compress & Align: Curating Image-Text Data with Human Knowledge
Lei Zhang, Fangxun Shu, Sucheng Ren, Bingchen Zhao, Hao Jiang, Cihang Xie
- Published: 01 Jan 2023, Last Modified: 05 Feb 2024
- CoRR 2023
- Readers: Everyone
Audio-Visual LLM for Video Understanding
Fangxun Shu, Lei Zhang, Hao Jiang, Cihang Xie
- Published: 01 Jan 2023, Last Modified: 05 Feb 2024
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors

View all 61 co-authors