Editorial: Emergent Behavior in Animal-Inspired Robotics. - Alex Gomez-Marin; Yisi Zhang (Frontiers Neurorobotics, 2022)

CM-MaskSD: Cross-Modality Masked Self-Distillation for Referring Image Segmentation. - Wenxuan Wang 002; Jing Liu 001; Xingjian He; Yisi Zhang; Chen Chen 001; Jiachen Shen; Yan Zhang; Jiangyun Li (CoRR, 2023)

Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement. - Jing Wang 222; Jinagyun Li; Chen Chen 001; Yisi Zhang; Haoran Shen; Tianxiang Zhang (CoRR, 2023)

Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement. - Jing Wang 222; Jiangyun Li; Chen Chen 001; Yisi Zhang; Haoran Shen; Tianxiang Zhang (AAAI, 2024)

Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions. - Wenxuan Wang 002; Yisi Zhang; Xingjian He; Yichen Yan; Zijia Zhao; Xinlong Wang; Jing Liu 001 (ACL (Findings), 2024)

Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation. - Wenxuan Wang 002; Tongtian Yue; Yisi Zhang; Longteng Guo; Xingjian He; Xinlong Wang; Jing Liu 001 (CVPR, 2024)

LSVOS Challenge Report: Large-Scale Complex and Long Video Object Segmentation. - Henghui Ding; Lingyi Hong; Chang Liu 072; Ning Xu; Linjie Yang; Yuchen Fan; Deshui Miao; Yameng Gu; Xin Li 034; Zhenyu He 001; Yaowei Wang 001; Ming-Hsuan Yang 001; et al. (ECCV Workshops (10), 2024)

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results. - Henghui Ding; Chang Liu 072; Yunchao Wei; Nikhila Ravi; Shuting He; Song Bai 001; Philip Torr 001; Deshui Miao; Xin Li 034; Zhenyu He 001; Yaowei Wang 001; Ming-Hsuan Yang 001; et al. (ECCV Workshops (10), 2024)

2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation. - Bin Cao; Yisi Zhang; Xuanxu Lin; Xingjian He; Bo Zhao; Jing Liu 001 (CoRR, 2024)

The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution. - Bin Cao; Yisi Zhang; Hanyi Wang; Xingjian He; Jing Liu 001 (CoRR, 2024)

CM-MaskSD: Cross-Modality Masked Self-Distillation for Referring Image Segmentation. - Wenxuan Wang 002; Xingjian He; Yisi Zhang; Longteng Guo; Jiachen Shen; Jiangyun Li; Jing Liu 001 (IEEE Trans. Multim., 2024)

State space models meet transformers for hyperspectral image classification. - Xuefei Shi; Yisi Zhang; Kecheng Liu; Zhaokun Wen; Wenxuan Wang 002; Tianxiang Zhang; Jiangyun Li (Signal Process., 2025)

Referring Remote Sensing Image Segmentation via Bidirectional Alignment Guided Joint Prediction. - Tianxiang Zhang; Zhaokun Wen; Bo Kong; Kecheng Liu; Yisi Zhang; Peixian Zhuang; Jiangyun Li (CoRR, 2025)

Image Difference Grounding with Natural Language. - Wenxuan Wang 002; Zijia Zhao; Yisi Zhang; Yepeng Tang; Erdong Hu; Xinlong Wang; Jing Liu 001 (CoRR, 2025)

Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target Granularities. - Jing Liu 001; Wenxuan Wang 002; Yisi Zhang; Yepeng Tang; Xingjian He; Longteng Guo; Tongtian Yue; Xinlong Wang (CoRR, 2025)