一、基本信息
出生年月：1993年9月
职称：副研究员
最高学位：博士
主要研究方向：计算机视觉，多模态感知，大模型前沿技术
导师类别：专硕、学硕
工作单位：武汉理工大学计算机与人工智能学院
邮箱：liuxuehu@whut.edu.cn
研究聚焦于计算机视觉、多模态感知、大模型前沿技术等领域，同时开展跨学科交叉研究（交通、生物等），相关研究成果发表在人工智能领域国际顶级期刊TNNLS、TITS和会议CVPR、AAAI上，主持有国家级项目1项，省部级项目2项，参与国家重点研发项目课题。
二、教育及工作经历
2025.10--至今，武汉理工大学，计算机与人工智能学院，副研究员
2023.09--2025.9，武汉理工大学，计算机与人工智能学院，博士后，助理研究员
2016.09--2023.6，大连理工大学，信号与信息处理，博士
2012.09--2016.6，郑州大学，数学与应用数学，学士
三、近期主持的科研项目
[1]国家自然科学基金青年项目，基于自监督对比学习的跨车-路-无人机平台行人重识别，2026-2028，主持
[2]湖北省自然科学基金青年项目，面向模态不平衡和缺失的多模态目标再识别方法研究，2026-2027，主持
[3]中国博士后科学基金面上项目，基于视觉文本模态平衡优化和缺失模态特征补全的行人重识别方法研究，2024-2025，主持
[4]国家自然科学基金联合基金项目，面向公共安全的航拍视频智能分析技术，2020-2023，参与
四、近期代表性学术成果
1.Chenyang Yu, Xuehu Liu, Pingping Zhang, Huchuan Lu. X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-Identification. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026.(CCF-A)
2.Yuhao Wang, Xuehu Liu, Tianyu Yan, Yang Liu, Aihua Zhang, Pingping Zhang, Huchuan Lu. Mamba Pro: Multi-modal object re-identification with mamba aggregation and synergistic prompt. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025. (CCF-A)
3.Chenyang Yu, Xuehu Liu, Jiawen Zhu, Yuhao Wang, Pingping Zhang, Huchuan Lu. CLIMB-ReID: A hybrid CLIP-mamba framework for person re-identification. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025. (CCF-A)
4.Chenyang Yu, Xuehu Liu, Pingping Zhang, Ju Dai, Huchuan Lu. Show me your essences: Hierarchical proxy learning for cloth-changing person re-identification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025. (CCF-B)
5.Chenyang Yu, Xuehu Liu, Yingquan Wang, Pingping Zhang, Huchuan Lu. TF-CLIP: Learning text- free CLIP for video-based person re-identification. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF-A)
6.Yuhao Wang, Xuehu Liu, Pingping Zhang, Hu Lu, Zhengzheng Tu, Huchuan Lu. TOP-ReID: Multi - spectral object re-identification with token permutation. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF-A)
7.Xuehu Liu, Pingping Zhang, Chenyang Yu, Xuesheng Qian, Xiaoyun Yang, Huchuan Lu. A video is worth three views: Trigeminal transformers for video-based person re-identification. IEEE Transactions on Intelligent Transportation Systems (TITS), 2024. (中科院SCI一区)
8.Yuhao Wang, Xuehu Liu, Pingping Zhang, Huchuan Lu. Unity is strength: Unifying convolutional and transformeral features for better person re-identification. IEEE Transactions on Intelligent Transportation Systems (TITS), 2024. (中科院SCI一区)
9.Xuehu Liu, Chenyang Yu, Pingping Zhang, Huchuan Lu. Deeply-coupled convolution-transformer with spatial-temporal complementary learning for video-based person re-identification. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. (中科院SCI一区)
10.Xuehu Liu, Pingping Zhang, Huchuan Lu. Video-based person re-identification with long short-term representation learning. In International Conference on Image and Graphics (ICIG), 2023.
11.Peil.ei Yan, Xuehu Liu, Pingping Zhang, Huchuan Lu. Learning convolutional multi-level transformers for image-based person re-identification. Visual Intelligence, 2023.
12.Xuehu Liu, Pingping Zhang, Chenyang Yu, Huchuan Lu, Xiaoyun Yang. Watching you: Global - guided reciprocal learning for video-based person re-identification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF-A)