Enze Xie

Researcher, NVIDIA Research

Joined

December 2019

Names

Enze Xie (Preferred)

Emails

****@connect.hku.hk (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

NVIDIA Research (nvidia.com)

2024 – Present

Researcher

Huawei Noah's Ark Lab (huawei.com)

2022 – 2024

PhD student

The University of Hong Kong (hku.hk)

2019 – 2022

Advisors, Relations & Conflicts

Coworker

Song Han

2024 – Present

Coworker

Sanja Fidler

2021 – 2022

Coauthor

Anima Anandkumar

2021 – 2022

PhD Advisor

Ping Luo

2019 – 2022

Coauthor

Chunhua Shen

2018 – 2021

Expertise

autonomous driving

2021 – Present

VLM and LLMs

2020 – Present

generative models

2017 – Present

Publications

Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel
Chuanyang Zheng, Jiankai Sun, Yihang Gao, Enze Xie, Yuehao Wang, Peihao Wang, Ting Xu, Matthew Chang, Liliang Ren, Jingyao Li, Jing Xiong, Kashif Rasul, Mac Schwager, Anderson Schneider, Zhangyang Wang, Yuriy Nevmyvaka
- ICLR 2026 Poster
- Readers: Everyone
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
Yonggan Fu, Lexington Whalen, Zhifan Ye, Xin Dong, Shizhe Diao, Jingyu Liu, Chengyue Wu, Hao Zhang, Enze Xie, Song Han, Maksim Khadkevich, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov
- Submitted to ICLR 2026
- Readers: Everyone
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
Junyu Chen, Wenkun He, Yuchao Gu, Yuyang Zhao, Jincheng YU, Junsong Chen, Dongyun Zou, Yujun Lin, Zhekai Zhang, Muyang Li, Haocheng Xi, Ligeng Zhu, Enze Xie, Song Han, Han Cai
- Submitted to ICLR 2026
- Readers: Everyone
DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space
Wenkun He, Yuchao Gu, Junyu Chen, Dongyun Zou, Yujun Lin, Zhekai Zhang, Haocheng Xi, Muyang Li, Ligeng Zhu, Jincheng YU, Junsong Chen, Enze Xie, Song Han, Han Cai
- Submitted to ICLR 2026
- Readers: Everyone
Fast-dLLM v2: Efficient Block-Diffusion LLM
Chengyue Wu, Hao Zhang, Shuchen Xue, Shizhe Diao, Yonggan Fu, Zhijian Liu, Pavlo Molchanov, Ping Luo, Song Han, Enze Xie
- ICLR 2026 Poster
- Readers: Everyone
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Chengyue Wu, Hao Zhang, Shuchen Xue, Zhijian Liu, Shizhe Diao, Ligeng Zhu, Ping Luo, Song Han, Enze Xie
- ICLR 2026 Poster
- Readers: Everyone
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
Junsong Chen, Yuyang Zhao, Jincheng YU, Ruihang Chu, Junyu Chen, Shuai Yang, Xianbang Wang, Yicheng Pan, Daquan Zhou, Huan Ling, Haozhe Liu, Hongwei Yi, Hao Zhang, Muyang Li, Yukang Chen, Han Cai, Sanja Fidler, Ping Luo, Song Han, Enze Xie
- ICLR 2026 Oral
- Readers: Everyone
LongLive: Real-time Interactive Long Video Generation
Shuai Yang, Wei Huang, Ruihang Chu, Yicheng Xiao, Yuyang Zhao, Xianbang Wang, Muyang Li, Enze Xie, Ying-Cong Chen, Yao Lu, Song Han, Yukang Chen
- ICLR 2026 Poster
- Readers: Everyone
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
Kewei Zhang, Ye Huang, Yufan Deng, Jincheng YU, Junsong Chen, Huan Ling, Enze Xie, Daquan Zhou
- ICLR 2026 Poster
- Readers: Everyone
ChronoEdit: Towards Temporal Reasoning for In-Context Image Editing and World Simulation
Jay Zhangjie Wu, Xuanchi Ren, Tianchang Shen, Tianshi Cao, Kai He, Yifan Lu, Ruiyuan Gao, Enze Xie, Shiyi Lan, Jose M. Alvarez, Jun Gao, Sanja Fidler, Zian Wang, Huan Ling
- ICLR 2026 Poster
- Readers: Everyone

View all 45 publications

Co-Authors

View all 177 co-authors