Jincheng YU

Researcher, NVIDIA

Joined

May 2021

Names

Jincheng YU (Preferred)

Emails

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

****@cse.ust.hk (Confirmed)

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

****@nvidia.com (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

NVIDIA (nvidia.com)

2024 – Present

MS student

The Hong Kong University of Science and Technology (ust.hk)

2019 – 2024

Undergrad student

Zhejiang University (zju.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

James Kwok

2019 – 2024

Expertise

Text to Image

2022 – Present

Publications

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
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
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
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
Enze Xie, Junsong Chen, Yuyang Zhao, Jincheng YU, Ligeng Zhu, Yujun Lin, Zhekai Zhang, Muyang Li, Junyu Chen, Han Cai, Bingchen Liu, Daquan Zhou, Song Han
- ICML 2025 poster
- Readers: Everyone
DiffFlow: A Unified SDE for Score-Based Diffusion Models and Generative Adversarial Networks
Jingwei Zhang, Han Shi, Jincheng YU, Enze Xie, Zhenguo Li
- Submitted to ICLR 2024
- Readers: Everyone
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Longhui Yu, Weisen Jiang, Han Shi, Jincheng YU, Zhengying Liu, Yu Zhang, James Kwok, Zhenguo Li, Adrian Weller, Weiyang Liu
- ICLR 2024 spotlight
- Readers: Everyone
PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Junsong Chen, Jincheng YU, Chongjian GE, Lewei Yao, Enze Xie, Zhongdao Wang, James Kwok, Ping Luo, Huchuan Lu, Zhenguo Li
- ICLR 2024 spotlight
- Readers: Everyone
MATS: Memory Attention for Time-Series forecasting
Jincheng YU, Lifeng Shen, Han Shi, James Kwok
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors

View all 45 co-authors