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学术论文

近年来发表的代表性学术论文如下:

  • J. Leng, Z. Wu, M. Tan, M. Mo, J. Zheng, Q. Li, J. Gan, Xinbo Gao*. PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2026.
  • Q. Gao, F. Li, Q. Wang, Xinbo  Gao, D. Tao. Manifold Based Multi-View K-Means. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol. 47, No. 4, pp.3175-3182, April 2025, doi: 10.1109/TPAMI.2024.3521022. 
  • D. Zhou, N. Wang, T. Liu, Xinbo  Gao. Improving Adversarial Training From the Perspective of Class-Flipping Distribution. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.47, No.6, pp.4330-4342, 2025. DOI: 10.1109/TPAMI.2025.3540200.
  • J. Xie, X. Xiang, S. Xia, L. Jiang, G. Wang, Xinbo Gao. MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2024. DOI: 10.1109/TPAMI.2024.3400281.
  • L. Zhang, Y. Zhou, Y. Yang, Xinbo Gao. Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2024, doi: 10.1109/TPAMI.2024.3385745
  • W. Xia, Q. Gao, Q. Wang, Xinbo Gao, C. Ding, D. Tao.Tensorized Bipartite Graph Learning for Multi-View Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.45, No.4, pp.5187-5202, 2023. DOI10.1109/TPAMI.2022.3187976
  • Y. Huang, J. Li, Y. Hu, Xinbo Gao and H. Huang. Transitional Learning: Exploring the Transition States of Degradation for Blind Super-Resolution. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.45, No.5, pp.6495-6510, 2023, doi: 10.1109/TPAMI.2022.3206870.
  • L. Zhang, Z. He, Y. Yang, L. Wang, Xinbo Gao. Tasks Integrated Networks: Joint Detection and Retrieval for Image Search. IEEE Trans. on Pattern Recognition and Machine Intelligence (IEEE TPAMI), Vol.44, No.1, pp.456-473, 2022.
  • Q. Gao, P. Zhang, W. Xia, D. Xie, Xinbo Gao, D. Tao. Enhanced Tensor RPCA and Its Application. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.43, No.6, pp.2133-2140, 2021.
  • D. Wang, Xinbo Gao*, X.-M. Wang, L.-H. He. Label Consistent Matrix Factorization Hashing for Large-Scale Cross-Modal Similarity Search. IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.41, No.10, pp.2466-2479, 2019. 
  • C.-L. Peng,  Xinbo Gao*, N.-N. Wang, J. Li. Graphical Representation for Heterogeneous Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.39, No.2, pp.301-312, 2017.  
  • J. Leng, C. Kuang, S. Li, J. Gan, H. Chen & Xinbo Gao*. Dual-Space Video Person Re-identification. International Journal of Computer Vision (IJCV), Vol.133, No.6, pp. 3667-3688, June 2025. https://doi.org/10.1007/s11263-025-02350-5 
  • B. Xiao, D. Shi, X. Bi, W. Li & Xinbo Gao. CS-CoLBP: Cross-Scale Co-occurrence Local Binary Pattern for Image Classification. International Journal of Computer Vision (IJCV), Vol.133, No.5, pp.2327-2344, May 2025. https://doi.org/10.1007/s11263-024-02297-z.
  • L. He,  D. Cheng,  N. Wang,  Xinbo Gao. Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID. International Journal of Computer Vision (IJCV), Vol.133, No.6, pp.3129-3148, 2025.
    https://doi.org/10.1007/s11263-024-02322-1
  • D. Zhou, N. Wang, B. Han, T. Liu & Xinbo Gao. Defending Against Adversarial Examples Via Modeling Adversarial Noise. International Journal of Computer Vision (IJCV), 2025. https://doi.org/10.1007/s11263-025-02467-7 
    D. Cheng, L. Li, N. Wang, D. Zhang, Xinbo Gao. Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReID.  International Journal of Computer Vision (IJCV), 2025.  DOI: 10.1007/s11263-025-02461-z.
  • L. Zhang, X. Fu, F. Huang, Y. Yang, Xinbo Gao. An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification. International Journal of Computer Vision (IJCV), 2024. https://doi.org/10.1007/s11263-024-02057-z
  •  Z. He, L. Zhang, Xinbo Gao, D. Zhang. Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection. International Journal of Computer Vision (IJCV), 2023.
  • J. Xin, N. Wang, X. Jiang, J. Li, Xinbo Gao. Advanced Binary Neural Network for Single Image Super Resolution. International Journal of Computer Vision (IJCV), Vol.131, pp.1808-1824, 2023. DOI: https://doi.org/10.1007/s11263-023-01789-8
  • B. Cao, Z. Bi, Q. Hu, H. Zhang, N. Wang, Xinbo Gao, Dinggang Shen. AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis. International Journal of Computer Vision (IJCV), 2023. https://doi.org/10.1007/s11263-023-01791-0 
  • M. Zhu, J. Li, N. Wang, Xinbo Gao. Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis. International Journal of Computer Vision (IJCV), Vol.129, No.6, pp.1820-1836, 2021.
  • N.-N. Wang, D. Tao, Xinbo Gao, et al. A Comprehensive Survey to Face Hallucination. International Journal of Computer Vision (IJCV), Vol. 106, No. 1, pp.9-30, January 2014.

全部论文列表可参见:http://see.xidian.edu.cn/faculty/xbgao/html/publications.html