Haofan Wang

Work Email: wanghaofan (at) xiaohongshu.com
School Email: haofanw (at) alumni.cmu.edu
Personal Email: haofanwang.ai (at) gmail.com
Research Interests
  • Consistent Image Generation
  • Temporally Consistent Video Generation
  • Fast Inference, Fine-grained Control, Multi-Features Disentanglement

Haofan Wang (王浩帆) is a research engineer at InstantX and Xiaohongshu, working primarily on controllable and conditional content generation (AIGC). Before that, he worked at MMU, Kuaishou. He obtained master degree from Carnegie Mellon University. He visited Image and Video Understanding Laboratory (IVUL), King Abdullah University of Science and Technology (KAUST) in 2020 and DATA Lab, Texas A&M University in 2019, repectively. He studied at UC Berkeley in 2017 as a visiting student, and worked as undergraduate research assistant at Berkeley RISE Lab, collaborating with Corey Zumar on Clipper. He also spent time at OpenMined, RealAI, Everspry, Horizon Robotics and Institute of Software Chinese Academy of Sciences. His highlighted works inlcude InstantStyle, InstantID, Score-CAM.

Selected Publications (Full List)
Haofan Wang*, Qixun Wang, Xu Bai, Zekui Qing, and Anthony Chen. * means corresponding author.
Arxiv 2024
[Project Page] [Code]
Qixun Wang, Xu Bai, Haofan Wang*, Zekui Qing, and Anthony Chen. * means corresponding author.
Arxiv 2024
[Project Page] [Code]
Anthony Chen, Huanrui Yang, Yulu Gan, Denis A Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Shanghang Zhang, and Kurt Keutzer.
Arxiv 2023
[Paper] [Project Page]
Zhenyu Lou, Qiongjie Cui, Haofan Wang, Xu Tang, and Hong Zhou.
CVPR 2024
[Paper] [Project Page]
Pengxiang Ding, Qiongjie Cui, Haofan Wang, Min Zhang Mengyuan Liu and Donglin Wang.
AAAI 2024
[Paper] [Project Page]
Liang Pan, Jingbo Wang, Buzhen Huang, Junyu Zhang, Haofan Wang, Xu Tang, and Yangang Wang.
3DV 2024
[Paper] [Code] [Project Page]
Qiongjie Cui, Huaijiang Sun, Jianfeng Lu, Weiqing Li, Bin Li, and Haofan Wang.
ICCV 2023, Poster
[Paper] [Project Page]
Yu Lu, Feiyue Ni, Haofan Wang, Xiaofeng Guo, Linchao Zhu, Zongxin Yang, Ruihua Song, Lele Cheng, and Yi Yang.
IEEE Transactions on Multimedia (TMM), 2023
[Paper] [Project Page]
Weijiang Yu*, Haofan Wang*, Guohao Li, Nong Xiao, and Bernard Ghanem. * means equal contribution.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2023
[Paper] [Code]
Jue Wang*, Haofan Wang*, Weijia Wu, Jincan Deng, Yu Lu, Xiaofeng Guo, and Debing Zhang. * means equal contribution.
ICML 2022 Pre-training Workshop
[Paper] [Code] [Citation: 11]
Zifan Wang, Haofan Wang, Shakul Ramkumar, Matt Fredrikson, Piotr Mardziel, and Anupam Datta
NeurIPS 2020, Poster
[Paper] [Poster] [Code] [Citation: 29]
IEEE CVPR 2020 Workshop on Fair, Data Efficient and Trusted Computer Vision
[Project Page] [Paper] [Slides] [News] [Citation: 531]
  • [02/2024] MMLab@NTU & ShowLab@NUS & Guest Lecture@NUS CS5260. InstantID: Zero-shot Identity-Preserving Generation in Seconds
  • [12/2022] Xiaohongshu. A Review of Recent Progress in AIGC and its Applications
  • [06/2021] MMU, Kuaishou. An Overview of Large Scale Pre-Training
  • Alumni Interns
  • Yangyi Huang (MS@ZJU) -> Next: Research Intern@NVIDIA
  • Liang Pan (MS@SEU) -> Next: Research Intern@Shanghai AI Lab
  • Pengxiang Ding (MS@BUPT) -> Next: Ph.D@Westlake University
  • Yifan Yao (MS@SJTU) -> Next:China Life Insurance Company Limited
  • Teaching
  • TA of 18-793 Image and Video Processing, Prof: Aswin C Sankaranarayanan, Summer 2020, Carnegie Mellon University
  • Professional Services
  • Journal Reviewer: IJCV, TMM, TKDD, AI Communications
  • Conference Reviewer: NeurIPS (2021,2022,2023), ICLR (2022,2023,2024), ICML (2022,2023), ECCV (2022,2024), CVPR (2023,2024), XAI4CV@CVPR (2023), ICCV (2023), PRCV (2023)
  • Career Trajectory

    Kuaishou (2021-2022) --> Xiaohongshu (2022-) --> What's NeXT? --> Digital Nomad (203x)


    Piano Level 7 (Yamaha YU118DN, Roland HP704), Scuba Diving (AOW), Snowboarding (elementatry), Amateur photographer (Sony RX100M5, Mavic Air, Instax Mini90, Osmo Pocket3), Janpanese (elementary), US Stock player