丁恒辉,青年研究员、博士生导师。入选国家高层次青年人才计划,入选上海市高层次人才计划。2020年于新加坡南洋理工大学获博士学位, 2016年于西安交通大学获学士学位。曾在TikTok新加坡AI Lab担任计算机视觉科学家,在苏黎世联邦理工学院CVL实验室从事博士后,在南洋理工大学荣获校长博士后基金资助,并依托MMLab@NTU实验室以项目负责人PI身份主持自然场景理解相关项目。博士期间荣获最佳博士毕业论文奖、卓越研究奖、国家优秀自费留学生奖、AI华人新星百强等。
主要从事计算机视觉、多模态大模型、视觉大数据分析、深度学习与人工智能等研究。过去6年内共发表论文70多篇,包括50多篇CCF-A类国际顶级期刊和会议论文,如IEEE TPAMI、CVPR、ICCV、NeurIPS等;20多篇CCF-B类期刊和会议论文,如ECCV、IEEE TMM、PR等。应邀担任多个CCF-A类国际顶级会议的领域主席(Area Chair),如CVPR、NeurIPS、ACM MM等,担任多个CCF-A类国际顶级会议的资深程序委员(SPC),如AAAI、IJCAI等。任上海市计算机学会副秘书长。
个人主页:
代表性论文列表:
[1] Henghui Ding, Chang Liu, Suchen Wang, and Xudong Jiang. “VLT: Vision-Language Transformer and Query Generation for Referring Segmentation.” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.
[2] Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Chen Change Loy. “MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions.” IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
[3] Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Philip H.S. Torr, Song Bai. “MOSE: A New Dataset for Video Object Segmentation in Complex Scenes.” IEEE/CVF International Conference on Computer Vision (ICCV), 2023.
[4] Chang Liu, Henghui Ding, Xudong Jiang. “GRES: Generalized Referring Expression Segmentation. ” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (通讯作者,Highlight亮点论文,录取率仅为2.6%)
[5] Shuting He, Henghui Ding, Wei Jiang. “Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation.” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (通讯作者)
[6] Shuting He, Henghui Ding, Wei Jiang. “Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation.” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (通讯作者)
[7] Henghui Ding, Scott Cohen, Brian Price, and Xudong Jiang. “Phraseclick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click.” European Conference on Computer Vision (ECCV), 2020. (Spotlight Presentation,亮点口头报告,录取率仅为5.3%)
[8] Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, and Gang Wang. “Semantic Correlation Promoted Shape-Variant Context for Segmentation.” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (Oral Presentation口头报告,录取率仅为5.6%)
[9] Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, and Gang Wang. “Context Contrasted Feature and Gated Multi-scale Aggregation for Scene Segmentation.” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018. (Oral Presentation口头报告,录取率仅为2.1%)
联系方式:
电子邮箱:hhding@fudan.edu.cn
办公室:复旦大学邯郸校区计算中心B315