Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection. - Jinglun Li; Xinyu Zhou 006; Pinxue Guo; Yixuan Sun; Yiwen Huang; Weifeng Ge; Wenqiang Zhang (ICCV, 2023)

Towards Decision-based Sparse Attacks on Video Recognition. - Kaixun Jiang; Zhaoyu Chen 001; Xinyu Zhou 006; Jingyu Zhang; Lingyi Hong; Jiafeng Wang; Bo Li 115; Yan Wang 068; Wenqiang Zhang (ACM Multimedia, 2023)

Reading Relevant Feature from Global Representation Memory for Visual Object Tracking. - Xinyu Zhou 006; Pinxue Guo; Lingyi Hong; Jinglun Li; Wei Zhang 016; Weifeng Ge; Wenqiang Zhang (NeurIPS, 2023)

Memory Network With Pixel-Level Spatio-Temporal Learning for Visual Object Tracking. - Zechu Zhou; Xinyu Zhou 006; Zhaoyu Chen 001; Pinxue Guo; Qian-Yu Liu; Wenqiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2023)

OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning. - Lingyi Hong; Shilin Yan; Renrui Zhang; Wanyun Li; Xinyu Zhou 006; Pinxue Guo; Kaixun Jiang; Yiting Chen; Jinglun Li; Zhaoyu Chen 001; Wenqiang Zhang (CVPR, 2024)

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework. - Wanyun Li; Pinxue Guo; Xinyu Zhou 006; Lingyi Hong; Yangji He; Xiangyu Zheng; Wei Zhang 016; Wenqiang Zhang (ECCV (58), 2024)

Attention in Attention for PET-CT Modality Consensus Lung Tumor Segmentation. - Yuzhou Zhao; Xinyu Zhou 006; Haijing Guo; Qianyu Guo; Yan Zuo; Shaoli Song; Shuyong Gao; Wenqiang Zhang (ICME, 2024)

X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation. - Pinxue Guo; Wanyun Li; Hao Huang; Lingyi Hong; Xinyu Zhou 006; 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 006; 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 006; Jinglun Li; Lingyi Hong; Kaixun Jiang; Pinxue Guo; Weifeng Ge; Wenqiang Zhang (NeurIPS, 2024)

Correspondence-based Generative Bayesian Deep Learning for semi-supervised volumetric medical image segmentation. - Yuzhou Zhao; Xinyu Zhou 006; Tongxin Pan; Shuyong Gao; Wenqiang Zhang (Comput. Medical Imaging Graph., 2024)

General Compression Framework for Efficient Transformer Object Tracking. - Lingyi Hong; Jinglun Li; Xinyu Zhou 006; Shilin Yan; Pinxue Guo; Kaixun Jiang; Zhaoyu Chen 001; Shuyong Gao; Wei Zhang 016; Hong Lu 001; Wenqiang Zhang (CoRR, 2024)

General Compression Framework for Efficient Transformer Object Tracking. - Lingyi Hong; Jinglun Li; Xinyu Zhou 006; Shilin Yan; Pinxue Guo; Kaixun Jiang; Zhaoyu Chen 001; Shuyong Gao; Runze Li; Xingdong Sheng; Wei Zhang 016; Hong Lu 001; et al. (ICCV, 2025)

Boosting Adversarial Transferability with Spatial Adversarial Alignment. - Zhaoyu Chen 001; Haijing Guo; Kaixun Jiang; Jiyuan Fu; Xinyu Zhou 006; Dingkang Yang; Hao Tang 005; Bo Li 115; Wenqiang Zhang (CoRR, 2025)

MSVCOD:A Large-Scale Multi-Scene Dataset for Video Camouflage Object Detection. - Shuyong Gao; Yu'ang Feng; Qishan Wang 002; Lingyi Hong; Xinyu Zhou 006; Liu Fei; Yan Wang 068; Wenqiang Zhang (CoRR, 2025)

Dynamic Semantic-Aware Correlation Modeling for UAV Tracking. - Xinyu Zhou 006; Tongxin Pan; Lingyi Hong; Pinxue Guo; Haijing Guo; Zhaoyu Chen 001; Kaixun Jiang; Wenqiang Zhang (CoRR, 2025)

Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding. - Pinxue Guo; Chongruo Wu; Xinyu Zhou 006; Lingyi Hong; Zhaoyu Chen 001; Jinglun Li; Kaixun Jiang; Sen-Ching Samson Cheung; Wei Zhang 016; Wenqiang Zhang (AAAI, 2026)

Online predictive generation: Safety-critical trajectory planning for robotic tower crane systems. - Beiyu You; Boyu Ma; Xiaokai Zhou; Xinyu Zhou 006; Keyu Chen; Jianfei Yang (Expert Syst. Appl., 2026)

LVOS: A Benchmark for Large-Scale Long-Term Video Object Segmentation. - Lingyi Hong; Zhongying Liu; Wenchao Chen; Chenzhi Tan; Yuang Feng; Xinyu Zhou 006; Pinxue Guo; Jinglun Li; Zhaoyu Chen 001; Shuyong Gao; Wei Zhang 016; Wenqiang Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2026)

ClickVOS: Click Video Object Segmentation. - Pinxue Guo; Lingyi Hong; Xinyu Zhou 006; Shuyong Gao; Wanyun Li; Jinglun Li; Zhaoyu Chen 001; Xiaoqiang Li 002; Wei Zhang 016; Wenqiang Zhang (IEEE Trans. Circuits Syst. Video Technol., 2026)

Unified Multimodal Visual Tracking with Dual Mixture-of-Experts. - Lingyi Hong; Jinglun Li; Xinyu Zhou 006; Kaixun Jiang; Pinxue Guo; Zhaoyu Chen 001; Runze Li; Xingdong Sheng; Wenqiang Zhang (CoRR, 2026)

Gaze2Act: Gaze-Conditioned Vision-Language-Action Policies for Interactive Robot Manipulation. - Kuangji Zuo; Gen Li; Bofan Lyu; Yanshuo Lu; Boyu Ma; Shijia Han; Xinyu Zhou 006; Xichen Yuan; Chuhao Zhou; Jiaqi Bai; Geng Li; Jianfei Yang (CoRR, 2026)