Adaptive Online Mutual Learning Bi-Decoders for Video Object Segmentation. - Pinxue Guo; Wei Zhang 016; Xiaoqiang Li; Wenqiang Zhang (IEEE Trans. Image Process., 2022)

Gated Enhanced RPN and Hybrid-View for Few-Shot Object Detection. - Xujun Wei; Zechu Zhou; Pinxue Guo; Wenqiang Zhang (ICASSP, 2023)

Robust Video Object Segmentation with Restricted Attention. - Huaizheng Zhang; Pinxue Guo; Zhongwen Le; Wenqiang Zhang (ICASSP, 2023)

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)

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

A Capture to Registration Framework for Realistic Image Super-Resolution in the Industry Environment. - Boyang Wang; Yan Wang 068; Qing Zhao 007; Junxiong Lin; Zeng Tao; Pinxue Guo; Zhaoyu Chen 001; Kaixun Jiang; Shaoqi Yan; Shuyong Gao; 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)

Model Robustness Meets Data Privacy: Adversarial Robustness Distillation without Original Data. - Yuzheng Wang; Zhaoyu Chen 001; Dingkang Yang; Pinxue Guo; Kaixun Jiang; Wenqiang Zhang; Lizhe Qi (CoRR, 2023)

OpenVIS: Open-vocabulary Video Instance Segmentation. - Pinxue Guo; Tony Huang; Peiyang He; Xuefeng Liu; Tianjun Xiao; Zhaoyu Chen 001; Wenqiang Zhang (CoRR, 2023)

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

Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation. - Yuzheng Wang; Zhaoyu Chen 001; Dingkang Yang; Pinxue Guo; Kaixun Jiang; Wenqiang Zhang; Lizhe Qi (AAAI, 2024)

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)

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)

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)

VideoSAM: Open-World Video Segmentation. - Pinxue Guo; Zixu Zhao; Jianxiong Gao; Chongruo Wu; Tong He 002; Zheng Zhang 001; Tianjun Xiao; 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)

OpenVIS: Open-vocabulary Video Instance Segmentation. - Pinxue Guo; Hao Huang; Peiyang He; Xuefeng Liu; Tianjun Xiao; Wenqiang Zhang (AAAI, 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)

Self-supervised video object segmentation via pseudo label rectification. - Pinxue Guo; Wei Zhang 016; Xiaoqiang Li; Jianping Fan 007; Wenqiang Zhang (Pattern Recognit., 2025)

Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment. - Kaixun Jiang; Zhaoyu Chen 001; Haijing Guo; Jinglun Li; Jiyuan Fu; Pinxue Guo; Hao Tang 005; Bo Li 115; Wenqiang Zhang (CoRR, 2025)