Publications

* Equal Contribution, † Corresponding Author

2025

  1. arXiv
    MOSEv2: A More Challenging Dataset for Video Object Segmentation in Complex Scenes
    Henghui Ding, Kaining Ying, Chang Liu, Shuting He, Xudong Jiang, Yu-Gang Jiang, Philip HS Torr, and Song Bai
    arXiv preprint arXiv:2508.05630 (arXiv), 2025
    PDF Code Website
  2. arXiv
    Multimodal Referring Segmentation: A Survey
    Henghui Ding, Song Tang, Shuting He, Chang Liu, Zuxuan Wu, and Yu-Gang Jiang
    arXiv preprint arXiv:2508.00265 (arXiv), 2025
    PDF Website
  3. 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
    PDF Code Website
  4. ICCV
    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
    PDF Code Website
  5. ICCV
    Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation
    Kaining Ying, Henghui Ding†, Guangquan Jie, and Yu-Gang Jiang
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
    PDF Code Website
  6. ICCV
    MOVE: Motion-Guided Few-Shot Video Object Segmentation
    Kaining Ying*, Hengrui Hu*, and Henghui Ding†
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
    PDF Code Website
  7. ICCV
    AnyI2V: Animating Any Conditional Image with Motion Control
    Ziye Li, Hao Luo, Xincheng Shuai, and Henghui Ding†
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
    PDF Code Website
  8. ICCV
    CharaConsist: Fine-Grained Consistent Character Generation
    Mengyu Wang, Henghui Ding†, Jianing Peng, Yao Zhao, Yunpeng Chen, and Yunchao Wei†
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
    PDF Code Website
  9. ICCV
    Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
    Jiahua Dong†, Hui Yin, Wenqi Liang, Hanbin Zhao, Henghui Ding†, Nicu Sebe, Salman Khan, and Fahad Shahbaz Khan
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
    PDF Code
  10. ICML Oral
    ReferSplat: Referring Segmentation in 3D Gaussian Splatting
    Shuting He, Guangquan Jie, Changshuo Wang, Yun Zhou, Shuming Hu, Guanbin Li, and Henghui Ding†
    In International Conference on Machine Learning (ICML Oral), 2025
    PDF Code
  11. CVPR
    Exploiting Temporal State Space Sharing for Video Semantic Segmentation
    Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Henghui Ding, Jing Yang, Ender Konukoglu, Xue Geng, and Xudong Jiang
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    PDF Code
  12. CVPR
    QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
    Xuan Shen, Weize Ma, Jing Liu, Changdi Yang, Rui Ding, Quanyi Wang, Henghui Ding, Wei Niu, Yanzhi Wang, Pu Zhao, Jun Lin, and Jiuxiang Gu
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    PDF Code
  13. CVPR
    DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension
    Xiaofu Chen, Yaxin Luo, Gen Luo, Jiayi Ji, Henghui Ding, and Yiyi Zhou
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    PDF Code
  14. AAAI
    Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Com-prehension
    Yaxian Wang, Henghui Ding†, Shuting He, Xudong Jiang, Bifan Wei, and Jun Liu
    In AAAI Conference on Artificial Intelligence (AAAI), 2025
    PDF
  15. AAAI
    Explore In-Context Segmentation via Latent Diffusion Models
    Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, and Shuicheng Yan
    In AAAI Conference on Artificial Intelligence (AAAI), 2025
    PDF Code
  16. AAAI
    LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Yanyu Li, Yifan Gong, Kai Zhang, Hao Tan, Jason Kuen, Henghui Ding, Zhihao Shu, Wei Niu, Pu Zhao, Yanzhi Wang, and Jiuxiang Gu
    In AAAI Conference on Artificial Intelligence (AAAI), 2025
    PDF Code
  17. PR
    Reasoning Step by Step via a Neural-Symbolic Geometry Problem Solver
    Yaxian Wang, Bifan Wei, Yinghong Ma, Xudong Jiang, Henghui Ding, Zhongmin Cai, and Jun Liu
    Pattern Recognition (PR), 2025
  18. TIP
    Spatial Frequency Modulation Network for Efficient Image Dehazing
    Hao Shen, Henghui Ding, Yulun Zhang, Zhong-Qiu Zhao, and Xudong Jiang
    IEEE Transactions on Image Processing (TIP), 2025
    PDF Code
  19. TMM
    GeoTree: A Dynamic Tree-based Geometry Problem Solver through LLM-Symbolic Reasoning
    Yaxian Wang, Bifan Wei, Yinghong Ma, Lingling Zhang, Xudong Jiang, Henghui Ding, and Jun Liu
    IEEE Transactions on Multimedia (TMM), 2025
  20. TCSVT
    PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer
    Qian Feng, Hanbin Zhao, Chao Zhang, Jiahua Dong, Henghui Ding, Yu-Gang Jiang, and Hui Qian
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025
    PDF Code
  21. TGRS
    Hierarchical Relation Learning for Few-shot Semantic Segmentation in Remote Sensing Images
    Xin He, Yun Liu, Yong Zhou, Henghui Ding, Jiaqi Zhao, Bing Liu, and Xudong Jiang
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
    PDF
  22. TMM
    Learning Trimaps via Clicks for Image Matting
    Chenyi Zhang, Yihan Hu, Henghui Ding, Humphrey Shi, Yao Zhao, and Yunchao Wei
    IEEE Transactions on Multimedia (TMM), 2025
    PDF Code

2024

  1. arXiv
    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
    PDF Website
  2. TPAMI
    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
    PDF Code
  3. TPAMI
    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
    PDF Code
  4. CVPR
    Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation
    Shuting He, and Henghui Ding†
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF Code
  5. CVPR
    Referring Image Editing: Object-level Image Editing via Referring Expressions
    Chang Liu, Xiangtai Li, and Henghui Ding†
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF
  6. CVPR
    OMG-Seg: Is One Model Good Enough For All Segmentation?
    Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, and Chen Change Loy
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF Code
  7. NeurIPS
    Transferable Adversarial Attacks on SAM and Its Downstream Models via Universal Meta Initialization and Gradient Robust Attacks
    Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, LINGYU DUAN, and Xudong Jiang
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
    PDF Code
  8. NeurIPS
    How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
    Jiahua Dong, Wenqi Liang, Hongliu Li, Duzhen Zhang, Meng Cao, Henghui Ding, Salman Khan, and Fahad Khan
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
    PDF Code
  9. NeurIPS
    SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
    Chaoyang Wang, Xiangtai Li, Lu Qi, Henghui Ding, Yunhai Tong, and Ming-Hsuan Yang
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
    PDF Code
  10. ECCV
    SegPoint: Segment Any Point Cloud via Large Language Model
    Shuting He, Henghui Ding, Xudong Jiang, and Bihan Wen
    In European Conference on Computer Vision (ECCV), 2024
    PDF Website
  11. ECCV
    Region-Native Visual Tokenization
    Mengyu Wang, Yuyao Huang, Henghui Ding, Xinlong Wang, Tiejun Huang, Yao Zhao, Yunchao Wei, and Shuicheng Yan
    In European Conference on Computer Vision (ECCV), 2024
    PDF Code
  12. ACM MM Oral
    3D-GRES: Generalized 3D Referring Expression Segmentation
    Changli Wu, Yihang Liu, Yiwei Ma, Haowei Wang, Gen Luo, Jiayi Ji, Henghui Ding, Xiaoshuai Sun, and Rongrong Ji
    In ACM International Conference on Multimedia (ACM MM Oral), 2024
    PDF Code
  13. ACM MM
    RefMask3D: Language-Guided Transformer for 3D Referring Segmentation
    Shuting He, and Henghui Ding†
    In ACM International Conference on Multimedia (ACM MM), 2024
    PDF Code
  14. ACM MM
    Segment Anything with Precise Interaction
    Mengzhen Liu, Mengyu Wang, Henghui Ding, Yilong Xu, Yao Zhao, and Yunchao Wei
    In ACM International Conference on Multimedia (ACM MM), 2024
    PDF
  15. ICLR
    Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing
    Song Xia, Yi Yu, Xudong Jiang, and Henghui Ding†
    In International Conference on Learning Representations (ICLR), 2024
    PDF Code
  16. ICLR
    Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
    Siyao Li, Tianpei Gu, Zhitao Yang, Zhengyu Lin, Ziwei Liu, Henghui Ding, Lei Yang, and Chen Change Loy
    In International Conference on Learning Representations (ICLR), 2024
    PDF Code
  17. AAAI
    PointCVaR: Risk-optimized Outlier Cleanse for Robust Point Cloud Classification
    Xinke Li, Junchi Lu, Henghui Ding, Changsheng Sun, Joey Tianyi Zhou, and Yeow Meng Chee
    In AAAI Conference on Artificial Intelligence (AAAI), 2024
    PDF Code
  18. ISCAS
    Generalized Few-Shot 3D Point Cloud Segmentation
    Shuqian Yang, Henghui Ding, and Xudong Jiang
    In IEEE International Symposium on Circuits and Systems (ISCAS), 2024
    PDF Code
  19. TPAMI
    Learning Local and Global Temporal Contexts for Video Semantic Segmentation
    Guolei Sun, Yun Liu, Henghui Ding, Min Wu, and Luc Van Gool
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
    PDF Code
  20. TPAMI
    Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
    Yuhui Yuan, Weicong Liang, Henghui Ding, Zhanhao Liang, Chao Zhang, and Han Hu
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
    PDF Code
  21. 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
  22. TIP
    Towards Robust Referring Image Segmentation
    Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, and Dacheng Tao
    IEEE Transactions on Image Processing (TIP), 2024
    PDF Code
  23. TMM
    Gradient-Semantic Compensation for Incremental Semantic Segmentation
    Wei Cong, Yang Cong, Jiahua Dong, Gan Sun, and Henghui Ding
    IEEE Transactions on Multimedia (TMM), 2024
    PDF
  24. PR
    LCReg: Long-Tailed Image Classification with Latent Categories based Recognition
    Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, and Guosheng Lin
    Pattern Recognition (PR), 2024
    PDF
  25. 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 & Security (TIFS), 2024
    PDF
  26. TGRS
    Spatial-Frequency Adaptive Remote Sensing Image Dehazing with Mixture of Experts
    Hao Shen, Henghui Ding, Yulun Zhang, Xiaofeng Cong, Zhong-Qiu Zhao, and Xudong Jiang
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
    PDF
  27. VINT
    PrimitiveNet: Decomposing the Global Constraints for Referring Segmentation
    Chang Liu, Xudong Jiang, and Henghui Ding†
    CSIG Visual Intelligence (VINT), 2024
    PDF

2023

  1. 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
    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
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    PDF Code Website
  3. ICCV
    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
    PDF Code Website
  4. ICCV
    Deep Geometrized Cartoon Line Inbetweening
    Siyao Li, Tianpei Gu, Weiye Xiao, Henghui Ding, Ziwei Liu, and Chen Change Loy
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    PDF Code
  5. ICCV
    Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation
    Jianzong Wu, Xiangtai Li, Henghui Ding, Xia Li, Guangliang Cheng, Yunhai Tong, and Chen Change Loy
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    PDF Code
  6. ICCV
    Global Knowledge Calibration for Fast Open-Vocabulary Segmentation
    Kunyang Han, Yong Liu, Jun Hao Liew, Henghui Ding, Yunchao Wei, Yitong Wang, Yansong Tang, Yujiu Yang, Jiashi Feng, and Yao Zhao
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    PDF Code
  7. NeurIPS
    SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process
    Mengyu Wang, Henghui Ding, Jun Hao Liew, Jiajun Liu, Yao Zhao, and Yunchao Wei
    In Advances in Neural Information Processing Systems (NeurIPS), 2023
    PDF Code
  8. 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
    PDF Code Website
  9. CVPR
    Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation
    Shuting He*, Henghui Ding*†, and Wei Jiang
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    PDF Code Website
  10. CVPR
    Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation
    Shuting He*, Henghui Ding*†, and Wei Jiang
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    PDF Code Website
  11. CVPR
    OVTrack: Open-Vocabulary Multiple Object Tracking
    Siyuan Li, Tobias Fischer, Lei Ke, Henghui Ding, Martin Danelljan, and Fisher Yu
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    PDF Code
  12. CVPR
    Federated Incremental Semantic Segmentation
    Jiahua Dong, Duzhen Zhang, Yang Cong, Wei Cong, Henghui Ding, and Dengxin Dai
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    PDF Code
  13. CVPR
    Mask-Free Video Instance Segmentation
    Lei Ke, Martin Danelljan, Henghui Ding, Yu-Wing Tai, Chi-Keung Tang, and Fisher Yu
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    PDF Code
  14. IJCAI
    Decoupling with Entropy-based Equalization for Semi-Supervised Semantic Segmentation
    Chuanghao Ding, Jianrong Zhang, Henghui Ding, Hongwei Zhao, Zhihui Wang, Tengfei Xing, and Runbo Hu
    In International Joint Conference on Artificial Intelligence (IJCAI), 2023
    PDF
  15. TPAMI
    Improving Video Instance Segmentation via Temporal Pyramid Routing
    Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, and Dacheng Tao
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
    PDF Code
  16. 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
  17. 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
    PDF
  18. PR
    Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation
    Henghui Ding, Hui Zhang, and Xudong Jiang
    Pattern Recognition (PR), 2023
    PDF Code

2022

  1. NeurIPS Spotlight
    Expediting Vision Transformer for Dense Prediction without Fine-tuning
    Weicong Liang, Yuhui Yuan, Henghui Ding, Xiao Luo, Weihong Lin, Ding Jia, Zheng Zhang, Chao Zhang, and Han Hu
    In Advances in Neural Information Processing Systems (NeurIPS Spotlight), 2022
    PDF Code
  2. NeurIPS
    Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging
    Yuanhao Cai, Jing Lin, Haoqian Wang, Xin Yuan, Henghui Ding, Yulun Zhang, Radu Timofte, and Luc Van Gool
    In Advances in Neural Information Processing Systems (NeurIPS), 2022
    PDF Code
  3. CVPR
    Primitive3D: Learning from 3D Objects Assembled with Random Primitives
    Xinke Li*, Henghui Ding*, Zekun Tong, Yuwei Wu, and Yeow Meng Chee
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    PDF Code
  4. CVPR
    A Closer Look at Few-shot Image Generation
    Yunqing Zhao, Henghui Ding, Houjing Huang, and Ngai-Man Cheung
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    PDF Code
  5. CVPR
    Learning Transferable Human-Object Interaction Detector with Natural Language Supervision
    Suchen Wang, Yueqi Duan, Henghui Ding, Yap-Peng Tan, Kim-Hui Yap, and Junsong Yuan
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    PDF Code
  6. CVPR
    Coarse-to-Fine Feature Mining for Video Semantic Segmentation
    Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, and Luc Van Gool
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    PDF Code
  7. ECCV
    Video Mask Transfiner for High-Quality Video Instance Segmentation
    Lei Ke, Henghui Ding, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, and Fisher Yu
    In European Conference on Computer Vision (ECCV), 2022
    PDF Code
  8. ECCV
    Tracking Every Thing in the Wild
    Siyuan Li, Martin Danelljan, Henghui Ding, Thomas Huang, and Fisher Yu
    In European Conference on Computer Vision (ECCV), 2022
    PDF Code
  9. ICML Oral
    Flow-Guided Sparse Transformer for Video Deblurring
    Jing Lin, Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Youliang Yan, Xueyi Zou, Henghui Ding, Yulun Zhang, Radu Timofte, and Luc Van Gool
    In International Conference on Machine Learning (ICML Oral), 2022
    PDF Code
  10. IJCNN Oral
    Time-Aware Neighbor Sampling on Temporal Graphs
    Yiwei Wang, Yujun Cai, Yuxuan Liang, Henghui Ding, Changhu Wang, and Bryan Hooi
    In IEEE International Joint Conference on Neural Networks (IJCNN Oral), 2022
    PDF
  11. TIP
    Deep Interactive Image Matting with Feature Propagation
    Henghui Ding, Hui Zhang, Chang Liu, and Xudong Jiang
    IEEE Transactions on Image Processing (TIP), 2022
    PDF Code
  12. TMM
    Instance-Specific Feature Propagation for Referring Segmentation
    Chang Liu, Xudong Jiang, and Henghui Ding†
    IEEE Transactions on Multimedia (TMM), 2022
    PDF Code
  13. TMM
    Few-shot Segmentation with Optimal Transport Matching and Message Flow
    Weide Liu, Chi Zhang, Henghui Ding, Tzu-Yi Hung, and Guosheng Lin
    IEEE Transactions on Multimedia (TMM), 2022
    PDF
  14. TCSVT
    Distilling Knowledge from Image Classification to Aesthetics Assessment
    Jingwen Hou*, Henghui Ding*, Weisi Lin, Weide Liu, and Yuming Fang
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
    PDF
  15. PR
    Spatial Feature Mapping for 6DoF Object Pose Estimation
    Jianhan Mei, Xudong Jiang, and Henghui Ding†
    Pattern Recognition (PR), 2022
    PDF

2021

  1. NeurIPS
    Directed Graph Contrastive Learning
    Zekun Tong, Yuxuan Liang, Henghui Ding†, Yongxing Dai, Xinke Li, and Changhu Wang
    In Advances in Neural Information Processing Systems (NeurIPS), 2021
    PDF Code
  2. NeurIPS
    Adaptive Data Augmentation on Temporal Graphs
    Yiwei Wang, Yujun Cai, Yuxuan Liang, Henghui Ding, Changhu Wang, Siddharth Bhatia, and Bryan Hooi
    In Advances in Neural Information Processing Systems (NeurIPS), 2021
    PDF
  3. ACM MM
    Recovering the Unbiased Scene Graphs from the Biased Ones
    Meng-Jiun Chiou, Henghui Ding, Hanshu Yan, Changhu Wang, Roger Zimmermann, and Jiashi Feng
    In ACM International Conference on Multimedia (ACM MM), 2021
    PDF Code
  4. ICCV
    Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning
    Chi Zhang, Henghui Ding, Guosheng Lin, Ruibo Li, Changhu Wang, and Chunhua Shen
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF
  5. ICCV
    Discovering Human Interactions with Large-Vocabulary Objects via Query and Multi-Scale Detection
    Suchen Wang, Yap-Peng Tan, Henghui Ding, Kim-Hui Yap, Junsong Yuan, and Ji-Yan Wu
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF Code
  6. ICCV
    MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis
    Jiaxin Li, Zijian Feng, Qi She, Henghui Ding, Changhu Wang, and Gim Hee Lee
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF Code
  7. ICCV
    Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data
    Tianjiao Li, Qiuhong Ke, Hossein Rahmani, Rui En Ho, Henghui Ding, and Jun Liu
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF
  8. ICCV
    A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder
    Yujun Cai, Yiwei Wang, Yiheng Zhu, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Chuanxia Zheng, Sijie Yan, Henghui Ding, and  others
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF Code
  9. ICCV
    Prototypical Matching and Open Set Rejection for Zero-Shot Semantic Segmentation
    Hui Zhang*, and Henghui Ding*†
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF
  10. ICCV
    Vision-Language Transformer and Query Generation for Referring Segmentation
    Henghui Ding, Chang Liu, Suchen Wang, and Xudong Jiang
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF Code
  11. ICCV
    Interaction via Bi-directional Graph of Semantic Region Affinity for Scene Parsing
    Henghui Ding, Hui Zhang, Jun Liu, Jiaxin Li, Zijian Feng, and Xudong Jiang
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    PDF
  12. WACV
    Towards Enhancing Fine-grained Details for Image Matting
    Chang Liu, Henghui Ding†, and Xudong Jiang
    In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
    PDF
  13. PR
    Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition
    Xiaohong Wang, Xudong Jiang, Henghui Ding, Yuqian Zhao, and Jun Liu
    Pattern Recognition (PR), 2021
    PDF

2020

  1. ICDIP
    Object 6D Pose Estimation with Non-local Attention
    Jianhan Mei, Henghui Ding, and Xudong Jiang
    In International Conference on Digital Image Processing (ICDIP), 2020
    PDF
  2. ECCV Spotlight
    PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click
    Henghui Ding, Scott Cohen, Brian Price, and Xudong Jiang
    In European Conference on Computer Vision (ECCV Spotlight), 2020
    PDF
  3. TIP
    Semantic Segmentation with Context Encoding and Multi-Path Decoding
    Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, and Gang Wang
    IEEE Transactions on Image Processing (TIP), 2020
    PDF Code
  4. TPAMI
    Feature Boosting Network For 3D Pose Estimation
    Jun Liu, Henghui Ding, Amir Shahroudy, Ling-Yu Duan, Xudong Jiang, Gang Wang, and Alex C. Kot
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
    PDF
  5. TIP
    Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation
    Xiaohong Wang, Xudong Jiang, Henghui Ding, and Jun Liu
    IEEE Transactions on Image Processing (TIP), 2020
    PDF

2019

  1. ICIP
    Dermoscopic Image Segmentation through the Enhanced High-level Parsing and Class Weighted Loss
    Xiaohong Wang, Henghui Ding, and Xudong Jiang
    In IEEE International Conference on Image Processing (ICIP), 2019
    PDF
  2. ICCV
    Boundary-Aware Feature Propagation for Scene Segmentation
    Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat Thalmann, and Gang Wang
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2019
    PDF Code
  3. CVPR Oral
    Semantic Correlation Promoted Shape-Variant Context for Segmentation
    Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, and Gang Wang
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Oral), 2019
    PDF Code
  4. MTAP
    DeepDeblur: Text Image Recovery From Blur to Sharp
    Jianhan Mei, Ziming Wu, Xiang Chen, Yu Qiao, Henghui Ding, and Xudong Jiang
    Multimedia Tools and Applications (MTAP), 2019
    PDF Code
  5. TIP
    Towards Achieving Robust High-level and Low-level Scene Parsing
    Bing Shuai*, Henghui Ding*, Ting Liu, Gang Wang, and Xudong Jiang
    IEEE Transactions on Image Processing (TIP), 2019
    PDF

2018

  1. CVPR Oral
    Context contrasted feature and gated multi-scale aggregation for scene segmentation
    Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, and Gang Wang
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Oral), 2018
    PDF Code