何淑婷，上海财经大学计算机与人工智能学院助理教授，上海市“浦江人才”入选者，主持上海市自然科学基金青年项目。2023年于浙江大学获得博士学位，2018年毕业于厦门大学获学士学位。博士在读期间，于2021年前往苏黎世联邦理工学院计算机视觉实验室（CVL）开展访学交流，并于2023年在新加坡南洋理工大学从事博士后研究。主要研究方向包括计算机视觉、多模态大模型、三维场景理解，具身智能、以及图像与视频分割。近五年在IEEE TPAMI、CVPR、ICCV、ICML、ECCV、IEEE TIP 等CCF A/B类顶级期刊与会议上发表论文40余篇。学术服务方面，担任CCF-A类人工智能顶级会议NeurIPS2026、CVPR2026、ICLR2026的领域主席(Area Chair)。学术影响力方面，入选2025年斯坦福“全球前2%顶尖科学家”榜单，3篇论文入选ESI高被引论文。

长期招收博士、硕士、本科实习生，欢迎邮件联系 shuting.he[AT]sufe.edu.cn 

2018.09-2023.06，浙江大学，控制科学与工程学院，控制科学与工程专业，工学博士

2021.10-2022.11，苏黎世联邦理工学院，计算机视觉实验室，国家公派联合培养

2014.09-2018.06，厦门大学，航空航天学院，电气工程及其自动化专业，工学学士

2023.09-2024.09，新加坡南洋理工大学，电气与电子工程学院，博士后

2024.09-至今，上海财经大学，计算机与人工智能学院，助理教授

完整列表见Google Scholar
https://scholar.google.com/citations?user=mO40IjIAAAAJ

代表性学术成果：

[1] Henghui Ding, Chang Liu, Shuting He^✉︎, Kaining Ying, Xudong Jiang, Chen Change Loy, Yu-Gang Jiang^✉︎. MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),2025. (中国计算机学会推荐A类会议) (✉︎ 通讯作者)

[2] Shuting He, Guangquan Jie, Changshuo Wang, Yun Zhou, Shuming Hu, Guanbin Li, Henghui Ding. ReferSplat: Referring Segmentation in 3D Gaussian Splatting. International Conference on Machine Learning (ICML),2025. (中国计算机学会推荐A类会议)

(Oral，录取率仅为1.0%)

[3] Henghui Ding^✉︎, Chang Liu, Shuting He^✉︎, Xudong Jiang, Yu-Gang Jiang. GREx: Generalized referring expression segmentation, comprehension, and generation. International Journal of Computer Vision (IJCV), 2025. (中国计算机学会推荐A类会议) (✉︎通讯作者)

[4] Yitong Yang, Yinglin Wang^✉︎, Changshuo Wang, Huajie Wang, Shuting He^✉︎. FantasyStyle: Controllable Stylized Distillation for 3D Gaussian Splatting. AAAI Conference on Artificial Intelligence (AAAI), 2026. (中国计算机学会推荐A类会议) (✉︎通讯作者)

[5] Yitong Yang, Yinglin Wang^✉︎, Changshuo Wang, Yongjun Zhang, Ziyang Chen, Shuting He^✉︎. SplitFlux: Learning to Decouple Content and Style from a Single Image. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . (中国计算机学会推荐A类会议) (✉︎通讯作者)

[6] Yitong Yang, Yinglin Wang^✉︎, Tian Zhang, Jing Wang, Shuting He^✉︎️. A Free-Text Embedding Control for Image Editing. ACM International Conference on Multimedia (ACM MM), 2025. (中国计算机学会推荐A类会议) (✉︎ 通讯作者)

[7] Shuting He, Henghui Ding. Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2024. (中国计算机学会推荐A类会议)

[8] Shuting He, Henghui Ding, Xudong Jiang, Bihan Wen. SegPoint: Segment Any Point Cloud via Large Language Model. European Conference on Computer Vision (ECCV),2024. (中国计算机学会推荐B类会议)

[9] Shuting He, Henghui Ding. RefMask3D: Language-Guided Transformer for 3D Referring Segmentation. ACM International Conference on Multimedia (ACM MM),2024. (中国计算机学会推荐A类会议)

[10] Shuting He, Hao Luo, Wei Jiang, Xudong, Jiang, Henghui Ding. VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search. IEEE Transactions on Image Processing (TIP), 2024. (中国计算机学会推荐A类期刊)

[11] Shuting He, Henghui Ding, Wei Jiang. Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (中国计算机学会推荐A类会议)

[12] Shuting He, Henghui Ding, Wei Jiang. Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2023. (中国计算机学会推荐A类会议)

[13] Shuting He, Hao Luo, Wei Jiang, Xudong, Jiang, Henghui Ding. Region Generation and Assessment Network for Occluded Person Re-Identification. IEEE Transactions on Information Forensics & Security, (TIFS), 2023. (中国计算机学会推荐A类期刊)

[14] Shuting He, Xudong, Jiang, Wei Jiang, Henghui Ding. Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation. IEEE Transactions on Image Processing (TIP), 2023. (中国计算机学会推荐A类期刊)

[15] Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li, Wei Jiang. TransReID: Transformer-based Object Re-Identification. IEEE International Conference on Computer Vision (ICCV), 2021. (中国计算机学会推荐A类会议)

[16] Shiqi Huang^*, Shuting He^*, Bihan Wen. ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation. AAAI Conference on Artificial Intelligence (AAAI),2025. (中国计算机学会推荐A类会议) (*共同作者)

[17] Shiqi Huang, Shuting He, Huaiyuan Qin and Bihan Wen. SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation. IEEE International Conference on Computer Vision (ICCV), 2025. (中国计算机学会推荐A类会议) (Highlight)

[18] Changshuo Wang, Shuting He, Xiang Fang, Fangzhe Nan, Prayag Tiwari. Seeing the Overlooked: Bio-Visual Inspired Weak Saliency Feedback Transformer for Person Re-identification. ACM International Conference on Multimedia (ACM MM), 2025. (中国计算机学会推荐A类会议)

[19] Weihuang Lin, Yiwei Ma, Xiaoshuai Sun, Shuting He, Jiayi Ji, Liujuan Cao, Rongrong Ji. HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation. ACM International Conference on Multimedia (ACM MM), 2025. (中国计算机学会推荐A类会议)

[20] Zijun Lin, Shuting He, Cheston Tan and Bihan Wen. GroundFlow: A Plug-in Module for Temporal Reasoning on 3D Point Cloud Sequential Grounding. IEEE International Conference on Computer Vision (ICCV), 2025. (中国计算机学会推荐A类会议)

[21] Yaxian Wang, Bifan Wei, Jun Liu, Lingling Zhang, Shuting He, Jun Li, Qika Lin. GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering Number. SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025. (中国计算机学会推荐A类会议)

[22] Changshuo Wang, Shuting He, Xiang Fang, Jiawei Han, Zhonghang Liu, Xin Ning, Weijun Li, Prayag Tiwari. Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2025. (中国计算机学会推荐A类会议)

[23] Changshuo Wang, Shuting He, Xiang Fang, Meiqing Wu, Siew Kei Lam, Prayag Tiwari. Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation. AAAI Conference on Artificial Intelligence (AAAI),2025. (中国计算机学会推荐A类会议)

[24] Yaxian Wang, Henghui Ding, Shuting He, Xudong Jiang, Bifan Wei, Jun Liu . Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension. AAAI Conference on Artificial Intelligence (AAAI),2025. (中国计算机学会推荐A类会议)

[25] Yanyan Shao, Shuting He, Qi Ye, Yuchao Feng, Wenhan Luo, Jiming Chen. Context-Aware Integration of Language and Visual References for Natural Language Tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2024. (中国计算机学会推荐A类会议)

[26] Meichen Liu, Shuting He, Songnan Lin, Bihan Wen. Dual-head Genre-instance Transformer Network for Arbitrary Style Transfer. ACM International Conference on Multimedia (ACM MM),2024. (中国计算机学会推荐A类会议)

[27] 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 International Conference on Computer Vision (ICCV), 2023. (中国计算机学会推荐A类会议)

[28] Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Chen Change Loy. MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions. IEEE International Conference on Computer Vision (ICCV), 2023. (中国计算机学会推荐A类会议)

2024.12-2026.11，主持，上海市白玉兰人才计划浦江项目，30万元

2025.07-2028.06，主持，上海市自然科学基金，25万元

深度学习（本科生课程、研究生课程）

计算机编程（本科生课程）

浙江省2023年优秀博士学位论文提名论文

浙江大学2023年优秀博士学位论文奖

2021年，国际学术竞赛，CVPR 2021 AICity Challenge，冠军

2020年，国际学术竞赛，ECCV 2020 Visda Challenge，冠军

2020年，国际学术竞赛，IJCAI 2020 iQIYI iCartoonFace Challege，冠军

2020年，华为DIGIX全球校园AI算法精英大赛，冠军

2020年，阿里云天池大数据竞赛，数智重庆.全球产业赋能创新大赛，冠军

Area Chair: CVPR 2026, NeurIPS2026, ICLR 2026, BMVC 2025

Reviewer / Program Committee: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, IJCAI, ACM MM, AAAI

Journal Reviewer: TPAMI, IJCV, TIP, TNNLS, TMM