Zheng Zhan

Researcher, Microsoft

Joined

February 2020

Names

Zheng Zhan (Preferred)

Emails

****@husky.neu.edu (Confirmed)

****@northeastern.edu (Confirmed)

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Microsoft (microsoft.com)

2025 – Present

PhD student

Northeastern University (northeastern.edu)

2019 – 2025

Advisors, Relations & Conflicts

Coworker

John Langford

Present

Expertise

Large language models

2024 – Present

diffusion models

2024 – Present

State Space Model

2024 – Present

continual learning

2022 – Present

model compression

2019 – Present

Publications

LightCache: Memory-Efficient, Training-Free Acceleration for Video Generation
Yang Xiao, Gen Li, Kaiyuan Deng, Yushu Wu, Zheng Zhan, Yanzhi Wang, Xiaolong Ma, Bo Hui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, yelong shen
- ES-FoMo III
- Readers: Everyone
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, yelong shen
- NeurIPS 2025 poster
- Readers: Everyone
Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
Qitao Tan, Jun Liu, Zheng Zhan, Caiwen Ding, Yanzhi Wang, Xiaolong Ma, Jaewoo Lee, Jin Lu, Geng Yuan
- NeurIPS 2025 poster
- Readers: Everyone
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
Zheng Zhan, Liliang Ren, Shuohang Wang, Liyuan Liu, Yang Liu, Yeyun Gong, Yanzhi Wang, yelong shen
- NeurIPS 2025 poster
- Readers: Everyone
Sparse Learning for State Space Models on Mobile
Xuan Shen, Hangyu Zheng, Yifan Gong, Zhenglun Kong, Changdi Yang, Zheng Zhan, Yushu Wu, Xue Lin, Yanzhi Wang, Pu Zhao, Wei Niu
- ICLR 2025 Poster
- Readers: Everyone
Fusion-$\mathcal{X}$: Advancing LLM Ability with Adaptive Heterogeneous Model Integration
Zhenglun Kong, Zheng Zhan, Shiyue Hou, Yifan Gong, Xin Meng, Peiyan Dong, Xuan Shen, Zifeng Wang, Pu Zhao, Hao Tang, Stratis Ioannidis, Yanzhi Wang
- Submitted to ICLR 2025
- Readers: Everyone
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
Zheng Zhan, Yushu Wu, Yifan Gong, Zichong Meng, Zhenglun Kong, Changdi Yang, Geng Yuan, Pu Zhao, Wei Niu, Yanzhi Wang
- NeurIPS 2024 poster
- Readers: Everyone
Exploring Token Pruning in Vision State Space Models
Zheng Zhan, Zhenglun Kong, Yifan Gong, Yushu Wu, Zichong Meng, Hangyu Zheng, Xuan Shen, Stratis Ioannidis, Wei Niu, Pu Zhao, Yanzhi Wang
- NeurIPS 2024 poster
- Readers: Everyone
Search for Efficient Large Language Models
Xuan Shen, Pu Zhao, Yifan Gong, Zhenglun Kong, Zheng Zhan, Yushu Wu, Ming Lin, Chao Wu, Xue Lin, Yanzhi Wang
- NeurIPS 2024 poster
- Readers: Everyone

View all 50 publications

Co-Authors

View all 91 co-authors