2026

1. TPAMI

   A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation

   Shuting He, Peilin Ji, Yitong Yang, Changshuo Wang, Jiayi Ji, Yinglin Wang and Henghui Ding

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026

   PDF
2. ECCV

   SAM2Matting: Generalized Image and Video Matting

   Ruiqi Shen, Guangquan Jie, Chang Liu and Henghui Ding

   European Conference on Computer Vision (ECCV), 2026

   Corresponding author
3. ECCV

   SAM-MT: Real-Time Interactive Multi-Target Video Segmentation

   Ruiqi Shen, Chang Liu and Henghui Ding

   European Conference on Computer Vision (ECCV), 2026

   Corresponding author
4. ECCV

   CascadeProto: Cascaded Cross-Modal Prototype Purification via Entropy-Aware Learning for Few-Shot 3D Point Cloud Segmentation

   Changshuo Wang, Weijun Li, Fan Mo, Zhonghang Liu, Shuting He and Prayag Tiwari

   European Conference on Computer Vision (ECCV), 2026
5. TIP

   Event-Aware Instructed Assistant for Referring Video Segmentation

   Jinyu Liu, Henghui Ding, Shuting He and Yu-Gang Jiang

   IEEE Transactions on Image Processing (TIP), 2026
6. MedIA

   WBCAtt+: Fine-grained pixel-level morphological annotations for white blood cell images

   Satoshi Tsutsui, Winnie Pang, Shuting He and Bihan Wen

   Medical Image Analysis (MedIA), 2026

   PDF
7. ICML

   DiffStyle3D: Consistent 3D Gaussian Stylization via Attention Optimization

   Yitong Yang, Xuexin Liu, Yinglin Wang, Jing Wang, Hao Dou, Changshuo Wang and Shuting He

   International Conference on Machine Learning (ICML), 2026

   Corresponding author

   PDF
8. ICML

   TopAdapter: Topology-Aware Prompt Tuning for Efficient Point Cloud Understanding

   Changshuo Wang, Shuting He, Xiang Fang, Weijun Li, Yixian Shen, Mingkun Xu, Zhongtian Sun and Prayag Tiwari

   International Conference on Machine Learning (ICML), 2026
9. ICML

   From Coarse to Fine: Deep Prototype Refinement Network for Few-Shot Point Cloud Semantic Segmentation

   Changshuo Wang, Shuting He, Xiang Fang, Weijun Li, Xingyu Gao, Zhonghang Liu, Prayag Tiwari and Dimitrios Kanoulas

   International Conference on Machine Learning (ICML), 2026
10. ICLR

    DistDF: Time-Series Forecasting Needs Joint-Distribution Wasserstein Alignment

    Hao Wang, Licheng Pan, Yuan Lu, Zhixuan Chu, Xiaoxi Li, Shuting He, Zhichao Chen, Haoxuan Li, Qingsong Wen and Zhouchen Lin

    International Conference on Learning Representations (ICLR), 2026

    PDF Code
11. ICLR

    Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models

    Hao Wang, Licheng Pan, Yuan Lu, Zhichao Chen, Tianqiao Liu, Shuting He, Zhixuan Chu, Qingsong Wen, Haoxuan Li and Zhouchen Lin

    International Conference on Learning Representations (ICLR), 2026

    PDF Code
12. ICLR

    Monocular Normal Estimation via Shading Sequence Estimation

    Zhen Li, Xiaotian Ma, Minghua Hu, Yuqian Zhao, Yinqiang Yu, Qijian Zheng, Chang Liu, Xudong Jiang and Song Bai

    International Conference on Learning Representations (ICLR), 2026

    Oral, Acceptance Rate 1.1%, Corresponding author

    PDF
13. AAAI

    FantasyStyle: Controllable Stylized Distillation for 3D Gaussian Splatting

    Yitong Yang, Yinglin Wang, Changshuo Wang, Huajie Wang and Shuting He

    AAAI Conference on Artificial Intelligence (AAAI), 2026

    Corresponding author

    PDF
14. CVPR

    SplitFlux: Learning to Decouple Content and Style from a Single Image

    Yitong Yang, Yinglin Wang, Changshuo Wang, Yongjun Zhang, Ziyang Chen and Shuting He

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026

    Corresponding author

    PDF
15. IJCV

    GREx: Generalized Referring Expression Segmentation, Comprehension, and Generation

    Henghui Ding, Chang Liu, Shuting He, Xudong Jiang and Yu-Gang Jiang

    International Journal of Computer Vision (IJCV), 2026

    Corresponding author

    PDF
16. TIFS

    Transferable Adversarial Attack on Referring Video Object Segmentation

    Meiwen Ding, Song Xia, Yi Yu, Shuting He and Xudong Jiang

    IEEE Transactions on Information Forensics and Security (TIFS), 2026

    PDF

2025

1. TPAMI

   MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation

   Henghui Ding, Chang Liu, Shuting He, Kaining Ying, Xudong Jiang, Chen Change Loy and Yu-Gang Jiang

   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

   Corresponding author

   PDF Code
2. ICML

   ReferSplat: Referring Segmentation in 3D Gaussian Splatting

   Shuting He, Guangquan Jie, Changshuo Wang, Yun Zhou, Shuming Hu, Guanbin Li and Henghui Ding

   International Conference on Machine Learning (ICML), 2025

   Oral, Acceptance Rate 1.0%

   PDF Code
3. ICCV

   SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation

   Shiqi Huang, Shuting He, Huaiyuan Qin and Bihan Wen

   IEEE International Conference on Computer Vision (ICCV), 2025

   Highlight, Acceptance Rate 5.0%

   PDF Code
4. AAAI

   ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation

   Shiqi Huang, Shuting He and Bihan Wen

   AAAI Conference on Artificial Intelligence (AAAI), 2025

   PDF Code
5. ICCV

   GroundFlow: A Plug-in Module for Temporal Reasoning on 3D Point Cloud Sequential Grounding

   Zijun Lin, Shuting He, Cheston Tan and Bihan Wen

   IEEE International Conference on Computer Vision (ICCV), 2025

   PDF
6. ACM MM

   HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation

   Weihuang Lin, Yiwei Ma, Xiaoshuai Sun, Shuting He, Jiayi Ji, Liujuan Cao and Rongrong Ji

   ACM International Conference on Multimedia (ACM MM), 2025

   PDF
7. SIGIR

   GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering Number

   Yaxian Wang, Bifan Wei, Jun Liu, Lingling Zhang, Shuting He, Jun Li and Qika Lin

   International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025

   PDF
8. AAAI

   Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension

   Yaxian Wang, Henghui Ding, Shuting He, Xudong Jiang, Bifan Wei and Jun Liu

   AAAI Conference on Artificial Intelligence (AAAI), 2025

   PDF
9. NeurIPS

   Iterative Missing Data Imputation with Model Form Adaptation and Non-Missing Feature Supervision

   Hao Wang, Zhengnan Li, Zhichao Chen, Xu Chen, Shuting He, Guangyi Liu, Haoxuan Li and Zhouchen Lin

   Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

   PDF Code
10. TIFS

    Looking Clearer with Text: A Hierarchical Context Blending Network for Occluded Person Re-Identification

    Changshuo Wang, Shuting He, Meiqing Wu, Siew-Kei Lam, Prayag Tiwari and Xingyu Gao

    IEEE Transactions on Information Forensics and Security (TIFS), 2025
11. CVPR

    Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding

    Changshuo Wang, Shuting He, Xiang Fang, Jiawei Han, Zhonghang Liu, Xin Ning, Weijun Li and Prayag Tiwari

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

    PDF
12. NeurIPS

    Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation

    Changshuo Wang, Shuting He, Xiang Fang, Zhijian Hu, Jia-Hong Huang, Yixian Shen and Prayag Tiwari

    Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

    PDF Code
13. ACM MM

    Seeing the Overlooked: Bio-Visual Inspired Weak Saliency Feedback Transformer for Person Re-identification

    Changshuo Wang, Shuting He, Xiang Fang, Fangzhe Nan and Prayag Tiwari

    ACM International Conference on Multimedia (ACM MM), 2025
14. AAAI

    Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation

    Changshuo Wang, Shuting He, Xiang Fang, Meiqing Wu, Siew Kei Lam and Prayag Tiwari

    AAAI Conference on Artificial Intelligence (AAAI), 2025

    PDF Code
15. ACM MM

    Prompt-Softbox-Prompt: A Free-Text Embedding Control for Image Editing

    Yitong Yang, Yinglin Wang, Tian Zhang, Jing Wang and Shuting He

    ACM International Conference on Multimedia (ACM MM), 2025

    Corresponding author

    PDF
16. CVPRW

    PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild

    Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai and Philip Torr

    IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025

    PDF

2024

1. CVPR

   Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation

   Shuting He and Henghui Ding

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024

   PDF Code
2. TIFS

   Region Generation and Assessment Network for Occluded Person Re-Identification

   Shuting He, Weihua Chen, Kai Wang, Hao Luo, Fan Wang, Wei Jiang and Henghui Ding

   IEEE Transactions on Information Forensics and Security (TIFS), 2024

   PDF
3. ACM MM

   RefMask3D: Language-Guided Transformer for 3D Referring Segmentation

   Shuting He and Henghui Ding

   ACM International Conference on Multimedia (ACM MM), 2024

   PDF Code
4. ECCV

   SegPoint: Segment Any Point Cloud via Large Language Model

   Shuting He and Henghui Ding

   European Conference on Computer Vision (ECCV), 2024

   PDF Code
5. TIP

   VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search

   Shuting He, Hao Luo, Wei Jiang, Xudong Jiang and Henghui Ding

   IEEE Transactions on Image Processing (TIP), 2024

   PDF
6. ACM MM

   Dual-head Genre-instance Transformer Network for Arbitrary Style Transfer

   Meichen Liu, Shuting He, Songnan Lin and Bihan Wen

   ACM International Conference on Multimedia (ACM MM), 2024

   PDF
7. RS

   Leveraging Mixed Data Sources for Enhanced Road Segmentation in Synthetic Aperture Radar Images

   Tian Lan, Shuting He, Yuanyuan Qing and Bihan Wen

   Remote Sensing (RS), 2024

   PDF
8. CVPR

   Referring Image Editing: Object-level Image Editing via Referring Expressions

   Chang Liu, Xiangtai Li and Henghui Ding

   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
9. CVPR

   Context-Aware Integration of Language and Visual References for Natural Language Tracking

   Yanyan Shao, Shuting He, Qi Ye, Yuchao Feng, Wenhan Luo and Jiming Chen

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024

   PDF Code

2023

1. ICCV

   MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions

   Henghui Ding, Chang Liu, Shuting He, Xudong Jiang and Chen Change Loy

   IEEE International Conference on Computer Vision (ICCV), 2023

   PDF Code
2. ICCV

   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

   IEEE International Conference on Computer Vision (ICCV), 2023

   PDF Code
3. TPAMI

   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
4. CVPR

   Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation

   Shuting He, Henghui Ding and Wei Jiang

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

   PDF Code
5. TIP

   Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation

   Shuting He, Xudong Jiang, Wei Jiang and Henghui Ding

   IEEE Transactions on Image Processing (TIP), 2023

   PDF Code
6. CVPR

   Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation

   Shuting He, Henghui Ding and Wei Jiang

   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

   PDF
7. CVPR

   GRES: Generalized Referring Expression Segmentation

   Chang Liu, Henghui Ding and Xudong Jiang

   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
8. TIP

   Multi-modal Mutual Attention and Iterative Interaction for Referring Image Segmentation

   Chang Liu, Henghui Ding, Yulun Zhang and Xudong Jiang

   IEEE Transactions on Image Processing (TIP), 2023

2022

1. TIP

   Deep Interactive Image Matting with Feature Propagation

   Henghui Ding, Hui Zhang, Chang Liu and Xudong Jiang

   IEEE Transactions on Image Processing (TIP), 2022
2. TMM

   Instance-specific Feature Propagation for Referring Segmentation

   Chang Liu, Xudong Jiang and Henghui Ding

   IEEE Transactions on Multimedia (TMM), 2022
3. T-ITS

   Transformer-Based Domain-Specific Representation for Unsupervised Domain Adaptive Vehicle Re-Identification

   Ran Wei, Jianyang Gu, Shuting He and Wei Jiang

   IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022

   PDF

2021

1. ICCV

   Vision-language Transformer and Query Generation for Referring Segmentation

   Henghui Ding, Chang Liu, Suchen Wang and Xudong Jiang

   IEEE/CVF International Conference on Computer Vision (ICCV), 2021
2. ICCV

   TransReID: Transformer-based Object Re-Identification

   Shuting He, Hao Luo, Pichao Wang, Fan Wang, Hao Li and Wei Jiang

   IEEE International Conference on Computer Vision (ICCV), 2021

   PDF Code