Chang Liu

According to our database, Chang Liu authored at least 25 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Report of the 5th PVUW Challenge: Towards More Diverse Modalities in Pixel-Level Understanding.

Chang Liu, Henghui Ding, Nikhila Ravi, Yunchao Wei, Shuting He, Song Bai, Philip Torr, Leilei Cao, Jinrong Zhang, Deshui Miao, Xusheng He, Dengxian Gong, Zhiyu Wang, Mingqi Gao, Jihwan Hong, Canyang Wu, Weili Guan, Jianlong Wu, Liqiang Nie, Xingsen Huang, Yameng Gu, Xiaogang Yu, Xin Li, Ming-Hsuan Yang, Sijie Li, Jungong Han, Quanzhu Niu, Shihao Chen, Yuanzheng Wu, Yikang Zhou, Tao Zhang, Haobo Yuan, Lu Qi, Shunping Ji, Chao Yang, Chao Tian, Guoqing Zhu, Kai Yang, Zhifan Mo, Haijun Zhang, Xudong Kang, Shutao Li, Jaeyoung Do

CoRR, April, 2026

GREx: Generalized Referring Expression Segmentation, Comprehension, and Generation.

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

Int. J. Comput. Vis., February, 2026

Monocular Normal Estimation via Shading Sequence Estimation.

Zongrui Li, Xinhua Ma, Minghui Hu, Yunqing Zhao, Yingchen Yu, Qian Zheng, Chang Liu, Xudong Jiang, Song Bai

CoRR, February, 2026

SAM3-DMS: Decoupled Memory Selection for Multi-target Video Segmentation of SAM3.

Ruiqi Shen, Chang Liu, Henghui Ding

CoRR, January, 2026

2025

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

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

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

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 H. S. Torr, Song Bai

CoRR, August, 2025

Multimodal Referring Segmentation: A Survey.

Henghui Ding, Song Tang, Shuting He, Chang Liu, Zuxuan Wu, Yu-Gang Jiang

CoRR, August, 2025

Structured Attention Matters to Multimodal LLMs in Document Understanding.

Chang Liu, Hongkai Chen, Yujun Cai, Hang Wu, Qingwen Ye, Ming-Hsuan Yang, Yiwei Wang

CoRR, June, 2025

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, Philip Torr, Kehuan Song, Xinglin Xie, Kexin Zhang, Licheng Jiao, Lingling Li, Shuyuan Yang, Xuqiang Cao, Linnan Zhao, Jiaxuan Zhao, Fang Liu, Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma, Hao Fang, Runmin Cong, Xiankai Lu, Zhiyang Chen, Wei Zhang, Tianming Liang, Haichao Jiang, Wei-Shi Zheng, Jian-Fang Hu, Haobo Yuan, Xiangtai Li, Tao Zhang, Lu Qi, Ming-Hsuan Yang

CoRR, April, 2025

DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning.

Hang Wu, Hongkai Chen, Yujun Cai, Chang Liu, Qingwen Ye, Ming-Hsuan Yang, Yiwei Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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, Philip Torr

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

PrimitiveNet: decomposing the global constraints for referring segmentation.

Chang Liu, Xudong Jiang, Henghui Ding

Vis. Intell., 2024

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results.

Henghui Ding, Chang Liu, Yunchao Wei, Nikhila Ravi, Shuting He, Song Bai, Philip Torr, Deshui Miao, Xin Li, Zhenyu He, Yaowei Wang, Ming-Hsuan Yang, Zhensong Xu, Jiangtao Yao, Chengjing Wu, Ting Liu, Luoqi Liu, Xinyu Liu, Jing Zhang, Kexin Zhang, Yuting Yang, Licheng Jiao, Shuyuan Yang, Mingqi Gao, Jingnan Luo, Jinyu Yang, Jungong Han, Feng Zheng, Bin Cao, Yisi Zhang, Xuanxu Lin, Xingjian He, Bo Zhao, Jing Liu, Feiyu Pan, Hao Fang, Xiankai Lu

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

LSVOS Challenge Report: Large-Scale Complex and Long Video Object Segmentation.

Henghui Ding, Lingyi Hong, Chang Liu, Ning Xu, Linjie Yang, Yuchen Fan, Deshui Miao, Yameng Gu, Xin Li, Zhenyu He, Yaowei Wang, Ming-Hsuan Yang, Jinming Chai, Qin Ma, Junpei Zhang, Licheng Jiao, Fang Liu, Xinyu Liu, Jing Zhang, Kexin Zhang, Xu Liu, Lingling Li, Hao Fang, Feiyu Pan, Xiankai Lu, Wei Zhang, Runmin Cong, Tuyen Tran, Bin Cao, Yisi Zhang, Hanyi Wang, Xingjian He, Jing Liu

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Referring Image Editing: Object-Level Image Editing via Referring Expressions.

Chang Liu, Xiangtai Li, Henghui Ding

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

VLT: Vision-Language Transformer and Query Generation for Referring Segmentation.

Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Instance-Specific Feature Propagation for Referring Segmentation.

Chang Liu, Xudong Jiang, Henghui Ding

IEEE Trans. Multim., 2023

Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation.

Chang Liu, Henghui Ding, Yulun Zhang, Xudong Jiang

IEEE Trans. Image Process., 2023

GREC: Generalized Referring Expression Comprehension.

Shuting He, Henghui Ding, Chang Liu, Xudong Jiang

CoRR, 2023

MOSE: A New Dataset for Video Object Segmentation in Complex Scenes.

Henghui Ding, Chang Liu, Shuting He, Xudong Jiang, Philip H. S. Torr, Song Bai

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GRES: Generalized Referring Expression Segmentation.

Chang Liu, Henghui Ding, Xudong Jiang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deep Interactive Image Matting With Feature Propagation.

Henghui Ding, Hui Zhang, Chang Liu, Xudong Jiang

IEEE Trans. Image Process., 2022

2021

Towards Enhancing Fine-grained Details for Image Matting.

Chang Liu, Henghui Ding, Xudong Jiang

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Vision-Language Transformer and Query Generation for Referring Segmentation.

Henghui Ding, Chang Liu, Suchen Wang, Xudong Jiang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021