Peize Sun

Researcher, Facebook

Joined

May 2021

Names

Peize Sun (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Facebook (meta.com)

2024 – Present

PhD student

Computer Science, The University of Hong Kong (hku.hk)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Ping Luo

2020 – 2024

Expertise

large language models

2023 – 2030

vision-and-language models

2021 – 2025

object detection

2018 – 2022

Publications

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
ARGen-Dexion: Autoregressive Image Generation Made Stronger by Vision Decoder
Xu Ma, Peize Sun, Xiaoyu Xiang, Haoyu Ma, Kunpeng Li, Hao Tang, Yitian Zhang, Yizhou Wang, Sam Tsai, Yun Fu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SAM 3: Segment Anything with Concepts
Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Didac Suris Coll-Vinent, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, Jie Lei, Tengyu Ma, Baishan Guo, Arpit Kalla, Markus Marks, Joseph Greer, Meng Wang, Peize Sun, Roman Rädle, Triantafyllos Afouras et al. (18 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Goku: Generative Flow Kit for Unified Image-Video Creation
Shoufa Chen, Chongjian GE, Yuqi Zhang, Yida Zhang, Fengda Zhu, Hao Yang, Hongxiang Hao, Wuhui, Zhichao Lai, Yifei Hu, Ting-Che Lin, Shilong Zhang, Fu Li, Chuan Li, Xing Wang, Yanghua Peng, Peize Sun, Ping Luo, Yi Jiang, Zehuan Yuan et al. (2 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
OmniGen-AR: AutoRegressive Any-to-Image Generation
Junke Wang, Xun Wang, Qiushan Guo, Peize Sun, Weilin Huang, Zuxuan Wu, Yu-Gang Jiang
- NeurIPS 2025 poster
- Readers: Everyone
Perception Encoder: The best visual embeddings are not at the output of the network
Daniel Bolya, Po-Yao Huang, Peize Sun, Jang Hyun Cho, Andrea Madotto, Chen Wei, Tengyu Ma, Jiale Zhi, Jathushan Rajasegaran, Hanoona Abdul Rasheed, Junke Wang, Marco Monteiro, Hu Xu, Shiyu Dong, Nikhila Ravi, Shang-Wen Li, Piotr Dollar, Christoph Feichtenhofer
- NeurIPS 2025 oral
- Readers: Everyone
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
Jang Hyun Cho, Andrea Madotto, Effrosyni Mavroudi, Triantafyllos Afouras, Tushar Nagarajan, Muhammad Maaz, Yale Song, Tengyu Ma, Shuming Hu, Suyog Jain, Miguel Martin, Huiyu Wang, Hanoona Abdul Rasheed, Peize Sun, Po-Yao Huang, Daniel Bolya, Nikhila Ravi, Shashank Jain, Tammy Stark, Seungwhan Moon et al. (9 additional authors not shown)
- NeurIPS 2025 spotlight
- Readers: Everyone
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
Huayu Chen, Hang Su, Peize Sun, Jun Zhu
- ICLR 2025 Oral
- Readers: Everyone
IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model
Yatai Ji, Shilong Zhang, Jie Wu, Peize Sun, Weifeng Chen, Xuefeng Xiao, Sidi Yang, Yujiu Yang, Ping Luo
- ICLR 2025 Poster
- Readers: Everyone
ControlAR: Controllable Image Generation with Autoregressive Models
Zongming Li, Tianheng Cheng, Shoufa Chen, Peize Sun, Haocheng Shen, Longjin Ran, Xiaoxin Chen, Wenyu Liu, Xinggang Wang
- ICLR 2025 Poster
- Readers: Everyone

View all 41 publications

Co-Authors

View all 207 co-authors