Pinxue Guo

According to our database, Pinxue Guo authored at least 32 papers between 2022 and 2026.

Collaborative distances:

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

2026

Unified Multimodal Visual Tracking with Dual Mixture-of-Experts.

Lingyi Hong, Jinglun Li, Xinyu Zhou, Kaixun Jiang, Pinxue Guo, Zhaoyu Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang

CoRR, May, 2026

ClickVOS: Click Video Object Segmentation.

Pinxue Guo, Lingyi Hong, Xinyu Zhou, Shuyong Gao, Wanyun Li, Jinglun Li, Zhaoyu Chen, Xiaoqiang Li, Wei Zhang, Wenqiang Zhang

IEEE Trans. Circuits Syst. Video Technol., January, 2026

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, Shuyong Gao, Wei Zhang, Wenqiang Zhang

IEEE Trans. Pattern Anal. Mach. Intell., January, 2026

Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding.

Pinxue Guo, Chongruo Wu, Xinyu Zhou, Lingyi Hong, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Sen-Ching Samson Cheung, Wei Zhang, Wenqiang Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Dynamic Semantic-Aware Correlation Modeling for UAV Tracking.

Xinyu Zhou, Tongxin Pan, Lingyi Hong, Pinxue Guo, Haijing Guo, Zhaoyu Chen, Kaixun Jiang, Wenqiang Zhang

CoRR, October, 2025

Self-supervised video object segmentation via pseudo label rectification.

Pinxue Guo, Wei Zhang, Xiaoqiang Li, Jianping Fan, Wenqiang Zhang

Pattern Recognit., 2025

Improving adversarial transferability with Neighborhood Gradient Information.

Haijing Guo, Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Lingyi Hong, Pinxue Guo, Jinglun Li, Wenqiang Zhang

Appl. Soft Comput., 2025

Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment.

Kaixun Jiang, Zhaoyu Chen, Haijing Guo, Jinglun Li, Jiyuan Fu, Pinxue Guo, Hao Tang, Bo Li, Wenqiang Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

VideoSAM: Open-World Video Segmentation.

Pinxue Guo, Zixu Zhao, Jianxiong Gao, Chongruo Wu, Tong He, Zheng Zhang, Tianjun Xiao, Wenqiang Zhang

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

General Compression Framework for Efficient Transformer Object Tracking.

Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Runze Li, Xingdong Sheng, Wei Zhang, Hong Lu, Wenqiang Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

OpenVIS: Open-vocabulary Video Instance Segmentation.

Pinxue Guo, Hao Huang, Peiyang He, Xuefeng Liu, Tianjun Xiao, Wenqiang Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

HFVOS: History-Future Integrated Dynamic Memory for Video Object Segmentation.

Wanyun Li, Jack Fan, Pinxue Guo, Lingyi Hong, Wei Zhang

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Boosting the transferability of adversarial attacks with global momentum initialization.

Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Pinxue Guo, Haijing Guo, Wenqiang Zhang

Expert Syst. Appl., 2024

General Compression Framework for Efficient Transformer Object Tracking.

Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Wei Zhang, Hong Lu, Wenqiang Zhang

CoRR, 2024

Improving Adversarial Transferability with Neighbourhood Gradient Information.

Haijing Guo, Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Lingyi Hong, Pinxue Guo, Jinglun Li, Wenqiang Zhang

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 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, Weifeng Ge, Wenqiang Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation.

Pinxue Guo, Wanyun Li, Hao Huang, Lingyi Hong, Xinyu Zhou, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Wei Zhang, Wenqiang Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 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

Proceedings of the Computer Vision - ECCV 2024, 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, Wenqiang Zhang

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

Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Pinxue Guo, Kaixun Jiang, Wenqiang Zhang, Lizhe Qi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Memory Network With Pixel-Level Spatio-Temporal Learning for Visual Object Tracking.

Zechu Zhou, Xinyu Zhou, Zhaoyu Chen, Pinxue Guo, Qian-Yu Liu, Wenqiang Zhang

IEEE Trans. Circuits Syst. Video Technol., November, 2023

OpenVIS: Open-vocabulary Video Instance Segmentation.

Pinxue Guo, Tony Huang, Peiyang He, Xuefeng Liu, Tianjun Xiao, Zhaoyu Chen, Wenqiang Zhang

CoRR, 2023

Model Robustness Meets Data Privacy: Adversarial Robustness Distillation without Original Data.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Pinxue Guo, Kaixun Jiang, Wenqiang Zhang, Lizhe Qi

CoRR, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Capture to Registration Framework for Realistic Image Super-Resolution in the Industry Environment.

Boyang Wang, Yan Wang, Qing Zhao, Junxiong Lin, Zeng Tao, Pinxue Guo, Zhaoyu Chen, Kaixun Jiang, Shaoqi Yan, Shuyong Gao, Wenqiang Zhang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Exploring the Adversarial Robustness of Video Object Segmentation via One-shot Adversarial Attacks.

Kaixun Jiang, Lingyi Hong, Zhaoyu Chen, Pinxue Guo, Zeng Tao, Yan Wang, Wenqiang Zhang

Proceedings of the 31st ACM International Conference on Multimedia, 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

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

LVOS: A Benchmark for Long-term Video Object Segmentation.

Lingyi Hong, Wenchao Chen, Zhongying Liu, Wei Zhang, Pinxue Guo, Zhaoyu Chen, Wenqiang Zhang

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

Robust Video Object Segmentation with Restricted Attention.

Huaizheng Zhang, Pinxue Guo, Zhongwen Le, Wenqiang Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

Gated Enhanced RPN and Hybrid-View for Few-Shot Object Detection.

Xujun Wei, Zechu Zhou, Pinxue Guo, Wenqiang Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Adaptive Online Mutual Learning Bi-Decoders for Video Object Segmentation.

Pinxue Guo, Wei Zhang, Xiaoqiang Li, Wenqiang Zhang

IEEE Trans. Image Process., 2022