Sheng Xu

Researcher, Alibaba Group

Joined

February 2020

Names

Sheng Xu (Preferred)

Emails

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

****@alibaba-inc.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2024 – Present

PhD student

Beihang University (buaa.edu.cn)

2020 – 2024

MS student

Beihang University (buaa.edu.cn)

2018 – 2020

Undergrad student

Beihang University (buaa.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Jinhu Lu

2020 – 2024

PhD Advisor

Baochang Zhang

2020 – 2024

Expertise

Generative AI

2023 – Present

Model compression

2020 – Present

Publications

OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
Zhongjian Wang, Peng Zhang, Jinwei Qi, wang guang yuan, Sheng Xu, Bang Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement
Sheng Xu, Mingze Wang, Yanjing Li, Mingbao Lin, Baochang Zhang, David Doermann, Xiao Sun
- ICML 2024 Poster
- Readers: Everyone
Q-DM: An Efficient Low-bit Quantized Diffusion Model
Yanjing Li, Sheng Xu, Xianbin Cao, Xiao Sun, Baochang Zhang
- NeurIPS 2023 poster
- Readers: Everyone
Resilient Binary Neural Network
Sheng Xu, Yanjing Li, Teli Ma, Mingbao Lin, Hao Dong, Baochang Zhang, Peng Gao, Jinhu Lv
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer
Sheng Xu, Yanjing Li, Mingbao Lin, Peng Gao, Guodong Guo, Jinhu Lu, Baochang Zhang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Implicit Diffusion Models for Continuous Super-Resolution
Sicheng Gao, Xuhui Liu, Bohan Zeng, Sheng Xu, Yanjing Li, Xiaoyan Luo, Jianzhuang Liu, Xiantong Zhen, Baochang Zhang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer
Yanjing Li, Sheng Xu, Baochang Zhang, Xianbin Cao, Peng Gao, Guodong Guo
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Filter pruning via expectation-maximization
Sheng Xu, Yanjing Li, Linlin Yang, Baochang Zhang, Dianmin Sun, Kexin Liu
- 2022 (modified: 15 Nov 2022)
- Neural Comput. Appl. 2022
- Readers: Everyone
Towards Compact 1-bit CNNs via Bayesian Learning
Junhe Zhao, Sheng Xu, Baochang Zhang, Jiaxin Gu, David S. Doermann, Guodong Guo
- 2022 (modified: 15 Nov 2022)
- Int. J. Comput. Vis. 2022
- Readers: Everyone
IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors
Sheng Xu, Yanjing Li, Bohan Zeng, Teli Ma, Baochang Zhang, Xianbin Cao, Peng Gao, Jinhu Lü
- 2022 (modified: 15 Nov 2022)
- ECCV (11) 2022
- Readers: Everyone

View all 25 publications

Co-Authors

View all 61 co-authors