Henghui Ding

Professor
Office: B315 Computing Center, 220 Handan Rd, Fudan University
Email: henghui.ding@gmail.com

Henghui Ding is currently a Professor at Fudan University. Prior to that, he was a Presidential Postdoctoral Fellow (Principal Investigator) at Nanyang Technological University (NTU) in Singapore, a Postdoctoral Researcher at ETH Zürich in Switzerland, and a Research Scientist at ByteDance AI Lab in Singapore. He received the Ph.D. degree (winner of the Best Thesis Award) from NTU in 2020, and the B.E. degree from Xi’an Jiaotong University in 2016. His research interests broadly include machine learning and computer vision. Specifically, he focuses on scene understanding (e.g., video/image segmentation, detection), AIGC (e.g., video/image generation/editing), multi-modal learning (e.g., vision-language), low-shot learning, and human–computer interaction. He serves/served as an Area Chair of CVPR’(24-25), NeurIPS’(24-25), ICML’25, ICLR’25, ACM MM’(24-25), BMVC’(24-25), and a Senior Program Committee (SPC) member of AAAI’(22-25), IJCAI’(23-25). He serves as an Associate Editor for IEEE Transactions on Image Processing (TIP).

Openings: We are looking for self-motivated undergraduate interns, graduate (Master/Ph.D.) students to join our group. If you are interested, please email me with your resume and transcript.

News

Jun 2025 6 papers accepted to ICCV 2025. Congratulations to Xincheng, Kaining, and Ziye!
May 2025 Call for Papers: 7th LSVOS Workshop@ICCV 2025.
May 2025 Serving as an Area Chair for BMVC 2025.
May 2025 1 paper accepted to ICML 2025 as Oral.
Mar 2025 Call for Papers: CVPR 2025 PVUW Workshop.
Feb 2025 3 papers accepted to CVPR 2025.
Feb 2025 Serving as an Area Chair for ACM MM 2025.
Feb 2025 Serving as an Area Chair for NeurIPS 2025.
Dec 2024 Serving as an Associate Editor for IEEE TIP.
3 papers accepted to AAAI 2025.
Serving as an Area Chair for ICML 2025.
Nov 2024 Serving as a Senior Program Committee (SPC) member for IJCAI 2025.
Sep 2024 Serving as an Area Chair for CVPR 2025. 3 papers accepted to NeurIPS 2024.
Aug 2024 Serving as an Area Chair for ICLR 2025.
Jul 2024 2 papers accepted to ECCV 2024.
3 papers accepted to ACM MM 2024.
Transformer-based Segmentation Survey accepted to IEEE TPAMI.
Jun 2024 Serving as a Senior Program Committee (SPC) member for AAAI 2025.
Image Editing Survey.
CVPR 2024 MOSE & MeViS Challenge Report.
May 2024 Serving as an Area Chair for BMVC 2024.
Apr 2024 1 paper on Video Segmentation accepted to IEEE TPAMI.
Serving as an Area Chair for NeurIPS 2024.
Mar 2024 Call for Papers: CVPR 2024 PVUW Workshop
Jan 2024 Open Vocabulary Learning Survey accepted to IEEE TPAMI.
3 papers accepted to CVPR 2024.
Dec 2023 1 paper accepted to AAAI 2024.
Nov 2023 1 paper accepted to IEEE TIP, 1 paper accepted to IEEE TMM.
Serving as a Senior Program Committee (SPC) member for IJCAI 2024.
Sep 2023 Several papers accepted, 1 NeurIPS, 1 IEEE TIFS, 1 PR.
Aug 2023 MeViS Dataset is released. Evaluation server is online.
Serving as an Area Chair for CVPR 2024.
Jul 2023 5 papers accepted to ICCV 2023.
MOSE Dataset accepted to ICCV 2023.
Serving as a Senior Program Committee (SPC) member for AAAI 2024.
Jun 2023 1 paper accepted to IEEE TPAMI.
May 2023 2 paper accepted to IEEE TIP.
Named CVPR 2023 Outstanding Reviewer.
Mar 2023 6 papers accepted to CVPR 2023, 1 Highlight.
Feb 2023 MOSE Dataset is released. Evaluation server is online..
Jan 2023 3 papers accepted to ICLR 2023, 1 paper accepted to ISBI 2023.
Dec 2022 Serving as a Senior Program Committee (SPC) member for IJCAI 2023.
Nov 2022 Serving as an Associate Editor for IET Computer Vision.
Oct 2022 2 papers accepted to IEEE TPAMI.
Sep 2022 2 papers accepted to NeurIPS 2022.
Jul 2022 2 papers accepted to ECCV 2022.
Mar 2022 4 papers accepted to CVPR 2022.
Sep 2021 Serving as a Senior Program Committee (SPC) member for AAAI 2022.
2 papers accepted to NeurIPS 2021.
Jul 2021 8 papers accepted to ICCV 2021.

Selected Publications

  1. A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models
    Xincheng Shuai, Henghui Ding†, Xingjun Ma, Rongcheng Tu, Yu-Gang Jiang, and Dacheng Tao
    arXiv preprint arXiv:2406.14555 (arXiv), 2024
  2. Free-Form Motion Control: A Synthetic Video Generation Dataset with Controllable Camera and Object Motions
    Xincheng Shuai, Henghui Ding†, Zhenyuan Qin, Hao Luo, Xingjun Ma, and Dacheng Tao
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
  3. MOSE: A New Dataset for Video Object Segmentation in Complex Scenes
    Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Philip H.S. Torr, and Song Bai
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  4. MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions
    Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, and Chen Change Loy
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  5. CVPR Highlight
    GRES: Generalized Referring Expression Segmentation
    Chang Liu*, Henghui Ding*†, and Xudong Jiang
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Highlight), 2023
  6. Transformer-based Visual Segmentation: A survey
    Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Kai Chen, Ziwei Liu, and Chen Change Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
  7. Towards Open Vocabulary Learning: A Survey
    Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, and Dacheng Tao
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
  8. VLT: Vision-Language Transformer and Query Generation for Referring Segmentation
    Henghui Ding, Chang Liu, Suchen Wang, and Xudong Jiang
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023