Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization. - Jiafeng Wang; Zhaoyu Chen 001; Kaixun Jiang; Dingkang Yang; Lingyi Hong; Yan Wang 068; Wenqiang Zhang (CoRR, 2022)

Adaptive Selection of Reference Frames for Video Object Segmentation. - Lingyi Hong; Wei Zhang 016; Liangyu Chen 002; Wenqiang Zhang; Jianping Fan 001 (IEEE Trans. Image Process., 2022)

LVOS: A Benchmark for Long-term Video Object Segmentation. - Lingyi Hong; Wenchao Chen; Zhongying Liu; Wei Zhang 016; Pinxue Guo; Zhaoyu Chen 001; Wenqiang Zhang (ICCV, 2023)

SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation. - Lingyi Hong; Wei Zhang 016; Shuyong Gao; Hong Lu 001; Wenqiang Zhang (ACM Multimedia, 2023)

Towards Decision-based Sparse Attacks on Video Recognition. - Kaixun Jiang; Zhaoyu Chen 001; Xinyu Zhou; Jingyu Zhang; Lingyi Hong; Jiafeng Wang; Bo Li 115; Yan Wang 068; Wenqiang Zhang (ACM Multimedia, 2023)

Exploring the Adversarial Robustness of Video Object Segmentation via One-shot Adversarial Attacks. - Kaixun Jiang; Lingyi Hong; Zhaoyu Chen 001; Pinxue Guo; Zeng Tao; Yan Wang 068; Wenqiang Zhang (ACM Multimedia, 2023)

Reading Relevant Feature from Global Representation Memory for Visual Object Tracking. - Xinyu Zhou; Pinxue Guo; Lingyi Hong; Jinglun Li; Wei Zhang 016; Weifeng Ge; Wenqiang Zhang (NeurIPS, 2023)

PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation. - Shilin Yan; Xiaohao Xu; Lingyi Hong; Wenchao Chen; Wenqiang Zhang; Wei Zhang (CoRR, 2023)

OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning. - Lingyi Hong; Shilin Yan; Renrui Zhang; Wanyun Li; Xinyu Zhou; Pinxue Guo; Kaixun Jiang; Yiting Chen; Jinglun Li; Zhaoyu Chen 001; Wenqiang Zhang (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)

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework. - Wanyun Li; Pinxue Guo; Xinyu Zhou; Lingyi Hong; Yangji He; Xiangyu Zheng; Wei Zhang 016; Wenqiang Zhang (ECCV (58), 2024)

PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation. - Shilin Yan; Xiaohao Xu; Renrui Zhang; Lingyi Hong; Wenchao Chen; Wenqiang Zhang; Wei Zhang (ECCV (9), 2024)

X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation. - Pinxue Guo; Wanyun Li; Hao Huang; Lingyi Hong; Xinyu Zhou; Zhaoyu Chen 001; Jinglun Li; Kaixun Jiang; Wei Zhang 016; Wenqiang Zhang (ACM Multimedia, 2024)

TagOOD: A Novel Approach to Out-of-Distribution Detection via Vision-Language Representations and Class Center Learning. - Jinglun Li; Xinyu Zhou; Kaixun Jiang; Lingyi Hong; Pinxue Guo; Zhaoyu Chen 001; Weifeng Ge; Wenqiang Zhang (ACM Multimedia, 2024)

DeTrack: In-model Latent Denoising Learning for Visual Object Tracking. - Xinyu Zhou; Jinglun Li; Lingyi Hong; Kaixun Jiang; Pinxue Guo; Weifeng Ge; Wenqiang Zhang (NeurIPS, 2024)

Reading Relevant Feature from Global Representation Memory for Visual Object Tracking. - Xinyu Zhou; Pinxue Guo; Lingyi Hong; Jinglun Li; Wei Zhang; Weifeng Ge; Wenqiang Zhang (CoRR, 2024)

ClickVOS: Click Video Object Segmentation. - Pinxue Guo; Lingyi Hong; Xinyu Zhou; Shuyong Gao; Wanyun Li; Jinglun Li; Zhaoyu Chen 001; Xiaoqiang Li; Wei Zhang; Wenqiang Zhang (CoRR, 2024)

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework. - Wanyun Li; Pinxue Guo; Xinyu Zhou; Lingyi Hong; Yangji He; Xiangyu Zheng; Wei Zhang; Wenqiang Zhang (CoRR, 2024)

LVOS: A Benchmark for Large-scale Long-term Video Object Segmentation. - Lingyi Hong; Zhongying Liu; Wenchao Chen; Chenzhi Tan; Yuang Feng; Xinyu Zhou; Pinxue Guo; Jinglun Li; Zhaoyu Chen 001; Shuyong Gao; Wei Zhang 016; Wenqiang Zhang (CoRR, 2024)

Improving Adversarial Transferability with Neighbourhood Gradient Information. - Haijing Guo; Jiafeng Wang; Zhaoyu Chen 001; Kaixun Jiang; Lingyi Hong; Pinxue Guo; Jinglun Li; Wenqiang Zhang (CoRR, 2024)

General Compression Framework for Efficient Transformer Object Tracking. - Lingyi Hong; Jinglun Li; Xinyu Zhou; Shilin Yan; Pinxue Guo; Kaixun Jiang; Zhaoyu Chen 001; Shuyong Gao; Wei Zhang 016; Hong Lu 001; Wenqiang Zhang (CoRR, 2024)

X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation. - Pinxue Guo; Wanyun Li; Hao Huang; Lingyi Hong; Xinyu Zhou; Zhaoyu Chen 001; Jinglun Li; Kaixun Jiang; Wei Zhang; Wenqiang Zhang (CoRR, 2024)

P3S-Diffusion:A Selective Subject-driven Generation Framework via Point Supervision. - Junjie Hu; Shuyong Gao; Lingyi Hong; Qishan Wang 002; Yuzhou Zhao; Yan Wang 068; Wenqiang Zhang (CoRR, 2024)

Boosting the transferability of adversarial attacks with global momentum initialization. - Jiafeng Wang; Zhaoyu Chen 001; Kaixun Jiang; Dingkang Yang; Lingyi Hong; Pinxue Guo; Haijing Guo; Wenqiang Zhang (Expert Syst. Appl., 2024)

HFVOS: History-Future Integrated Dynamic Memory for Video Object Segmentation. - Wanyun Li; Jack Fan; Pinxue Guo; Lingyi Hong; Wei Zhang 016 (IEEE Trans. Circuits Syst. Video Technol., 2024)

NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. - Yuqian Fu; Xingyu Qiu; Bin Ren; Yanwei Fu 001; Radu Timofte; Nicu Sebe; Ming-Hsuan Yang 001; Luc Van Gool; Kaijin Zhang; Qingpeng Nong; Xiugang Dong; Hong Gao; et al. (CVPR Workshops, 2025)

Improving adversarial transferability with Neighborhood Gradient Information. - Haijing Guo; Jiafeng Wang; Zhaoyu Chen 001; Kaixun Jiang; Lingyi Hong; Pinxue Guo; Jinglun Li; Wenqiang Zhang (Appl. Soft Comput., 2025)

VideoPure: Diffusion-based Adversarial Purification for Video Recognition. - Kaixun Jiang; Zhaoyu Chen 001; Jiyuan Fu; Lingyi Hong; Jinglun Li; Wenqiang Zhang (CoRR, 2025)

MSVCOD:A Large-Scale Multi-Scene Dataset for Video Camouflage Object Detection. - Shuyong Gao; Yu'ang Feng; Qishan Wang; Lingyi Hong; Xinyu Zhou; Liu Fei; Yan Wang; Wenqiang Zhang (CoRR, 2025)

Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos. - Yuang Feng; Shuyong Gao; Fuzhen Yan; Yicheng Song; Lingyi Hong; Junjie Hu; Wenqiang Zhang (CoRR, 2025)

CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms. - Shilin Yan; Jiaming Han; Joey Tsai; Hongwei Xue; Rongyao Fang; Lingyi Hong; Ziyu Guo; Ray Zhang 002 (CoRR, 2025)

LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops. - Jiyuan Fu; Kaixun Jiang; Lingyi Hong; Jinglun Li; Haijing Guo; Dingkang Yang; Zhaoyu Chen 001; Wenqiang Zhang (CoRR, 2025)