Zheng Hui

Researcher, Baidu

Joined

October 2018

Names

Zheng Hui (Preferred)

Emails

****@aliyun.com (Confirmed)

Personal Links

Career & Education History

Researcher

Baidu (baidu.com)

2025 – Present

Researcher

Mango TV (MGTV) (mgtv.com)

2024 – 2025

Researcher

Alibaba Group (alibaba-inc.com)

2022 – 2024

PhD student

Xidian University (xidian.edu.cn)

2019 – 2021

MS student

Xidian University (xidian.edu.cn)

2016 – 2019

Undergrad student

Xidian University (xidian.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Xinbo Gao

2019 – 2021

Expertise

multi-modal video generation

2025 – Present

video inpainting

2024 – Present

video generation

2022 – Present

3d point cloud alaysis

2019 – Present

image inpainting

2017 – Present

image super-resolution

2016 – Present

Publications

AdaSVD: Adaptive Singular Value Decomposition for Large Language Models
Zhiteng Li, Mingyuan Xia, Jingyuan Zhang, Zheng Hui, Haotong Qin, Linghe Kong, Yulun Zhang, Xiaokang Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SEDiT: Mask-Free Video Subtitle Erasure with Prompt Instruction
Zheng Hui, Yunlong Bai
- Submitted to ICLR 2026
- Readers: Everyone
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
Junyi Wu, Zhiteng Li, Zheng Hui, Yulun Zhang, Linghe Kong, Xiaokang Yang
- CoRR 2025
- Readers: Everyone
AdaSVD: Adaptive Singular Value Decomposition for Large Language Models
Zhiteng Li, Mingyuan Xia, Jingyuan Zhang, Zheng Hui, Linghe Kong, Yulun Zhang, Xiaokang Yang
- CoRR 2025
- Readers: Everyone
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models
Yabo Zhang, Yuxiang Wei, Xianhui Lin, Zheng Hui, Peiran Ren, Xuansong Xie, Wangmeng Zuo
- AAAI 2025
- Readers: Everyone
Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction
Qiqi Bao, Zheng Hui, Rui Zhu, Peiran Ren, Xuansong Xie, Wenming Yang
- AAAI 2024
- Readers: Everyone
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models
Yabo Zhang, Yuxiang Wei, Xianhui Lin, Zheng Hui, Peiran Ren, Xuansong Xie, Xiangyang Ji, Wangmeng Zuo
- CoRR 2024
- Readers: Everyone
DreaMoving: A Human Video Generation Framework based on Diffusion Models
Mengyang Feng, Jinlin Liu, Kai Yu, Yuan Yao, Zheng Hui, Xiefan Guo, Xianhui Lin, Haolan Xue, Chen Shi, Xiaowen Li, Aojie Li, Xiaoyang Kang, Biwen Lei, Miaomiao Cui, Peiran Ren, Xuansong Xie
- CoRR 2023
- Readers: Everyone
NTIRE 2023 Video Colorization Challenge
Xiaoyang Kang, Xianhui Lin, Kai Zhang, Zheng Hui, Wangmeng Xiang, Jun-Yan He, Xiaoming Li, Peiran Ren, Xuansong Xie, Radu Timofte, Yixin Yang, Jinshan Pan, Zhong Zheng, Peng Qiyan, Jiangxin Zhang, Jinhui Dong, Jinjing Tan, Chi-Chen Lin, Lin Qipei Li, Qirong Liang et al. (18 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CVPR Workshops 2023
- Readers: Everyone
Adaptive Modulation and Rectangular Convolutional Network for Stereo Image Super-Resolution
Xiumei Wang, Tianmeng Li, Zheng Hui, Peitao Cheng
- Pattern Recognit. Lett. 2022
- Readers: Everyone

View all 36 publications

Co-Authors

View all 427 co-authors