Shoufa Chen

I am a Ph.D. student at the Department of Computer Science, The University of Hong Kong (HKU), advised by Prof. Ping Luo.

Before that, I obtained my bachelor degree from Huazhong University of Science and Technology (HUST), advised by Prof. Xinggang Wang.

Email  /  Google Scholar  /  Github

Recent News
  • [2022/09] One paper was accepted by NeurIPS 2022.
  • [2022/05] One paper was accepted by ICML 2022.
  • [2022/01] One paper was accepted by ICLR 2022 as an oral presentation.
  • [2021/07] One paper was accepted by ICCV 2021.

Research

DiffusionDet: Diffusion Model for Object Detection
Shoufa Chen, Peize Sun, Yibing Song, Ping Luo
arxiv preprint, Nov, 2022
Paper / Code

AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
Shoufa Chen*, Chongjian Ge*, Zhan Tong, Jiangliu Wang, Yibing Song, Jue Wang, Ping Luo
Neural Information Processing Systems (NeurIPS), 2022 (* denotes equal contribution)
Paper / Project / Code

CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer
Yao Mu, Shoufa Chen, Mingyu Ding, Jianyu Chen, Runjian Chen, Ping Luo
International Conference on Machine Learning (ICML), 2022
Paper / Project / Code

CycleMLP: A MLP-like Architecture for Dense Prediction
Shoufa Chen, Enze Xie, Chongjian Ge, Runjian Chen, Ding Liang, Ping Luo
International Conference on Learning Representations (ICLR), 2022 ( oral presentation)
Paper / Code

Watch Only Once: An End-to-End Video Action Detection Framework
Shoufa Chen, Peize Sun, Enze Xie, Chongjian Ge, Jiannan Wu, Lan Ma, Jiajun Shen, Ping Luo
International Conference on Computer Vision (ICCV), 2021
Paper / Code


Honors and Awards
  • Hong Kong PhD Fellowship Scheme, 2021-2025
  • China National Scholarship, 2017, 2018

Academic Service
    Conference Reviewer for NeurIPS, ICLR