Xiaoliang Dai

Research Scientist, GenAI, Facebook

Joined

December 2019

Names

Xiaoliang Dai (Preferred)

Emails

****@fb.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Research Scientist

GenAI, Facebook (fb.com)

2019 – Present

PhD student

Princeton University (princeton.edu)

2014 – 2019

Undergrad student

Peking University (pku.edu.cn)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Niraj K. Jha

2014 – 2019

Expertise

Computer vision

2014 – Present

deep learning

2014 – Present

Publications

MoCha: Towards Movie-Grade Talking Character Generation
Cong Wei, Bo Sun, Haoyu Ma, Ji Hou, Felix Juefei-Xu, Zecheng He, Xiaoliang Dai, Luxin Zhang, Kunpeng Li, Tingbo Hou, Animesh Sinha, Peter Vajda, Wenhu Chen
- NeurIPS 2025 spotlight
- Readers: Everyone
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
Xu Ma, Peize Sun, Haoyu Ma, Hao Tang, Chih-Yao Ma, Jialiang Wang, Kunpeng Li, Xiaoliang Dai, Yujun Shi, Xuan Ju, Yushi Hu, Artsiom Sanakoyeu, Felix Juefei-Xu, Ji Hou, Junjiao Tian, Tao Xu, Tingbo Hou, Yen-Cheng Liu, Zecheng He, Zijian He et al. (4 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
Improving Chain-of-Thought Efficiency for Autoregressive Image Generation
Zeqi Gu, Markos Georgopoulos, Xiaoliang Dai, Marjan Ghazvininejad, Chu Wang, Felix Juefei-Xu, Kunpeng Li, Yujun Shi, Zecheng He, Zijian He, Jiawei Zhou, Abe Davis, Jialiang Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MoCha: Towards Movie-Grade Talking Character Generation
Cong Wei, Bo Sun, Haoyu Ma, Ji Hou, Felix Juefei-Xu, Zecheng He, Xiaoliang Dai, Luxin Zhang, Kunpeng Li, Tingbo Hou, Animesh Sinha, Peter Vajda, Wenhu Chen
- NeurIPS 2025 spotlight
- Readers: Everyone
Cache Me if You Can: Accelerating Diffusion Models through Block Caching
Felix Wimbauer, Bichen Wu, Edgar Schoenfeld, Xiaoliang Dai, Ji Hou, Zijian He, Artsiom Sanakoyeu, Peizhao Zhang, Sam Tsai, Jonas K Kohler, Christian Rupprecht, Daniel Cremers, Peter Vajda, Jialiang Wang
- CVPR 2024
- Readers: Everyone
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning
Bolin Lai, Xiaoliang Dai, Lawrence Chen, Guan Pang, James Matthew Rehg, Miao Liu
- ECCV 2024
- Readers: Everyone
SceneTextGen: Layout-Agnostic Scene Text Image Synthesis with Diffusion Models
Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan
- OpenReview Archive Direct Upload
- Readers: Everyone
Layout-Agnostic Scene Text Image Synthesis with Diffusion Models
Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan
- Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 7496-7506
- Readers: Everyone
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run
Bichen Wu, Chaojian Li, Hang Zhang, Xiaoliang Dai, Peizhao Zhang, Matthew Yu, Jialiang Wang, Celine Lin, Peter Vajda
- 10 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu
- 10 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 19 publications

Co-Authors

View all 87 co-authors