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::Publications::
Year : [2025] [2024] [2023]  [2022] [2021] [2020-2003]
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2025

  1. Jiaxu Leng, Changjiang Kuang, Shuang Li, Ji Gan, Haosheng Chen & Xinbo Gao*. Dual-Space Video Person Re-identification. International Journal of Computer Vision (IJCV), 27 January 2025. https://doi.org/10.1007/s11263-025-02350-5

  2. Bin Xiao, Danyu Shi, Xiuli Bi, Weisheng Li & Xinbo Gao. CS-CoLBP: Cross-Scale Co-occurrence Local Binary Pattern for Image Classification. International Journal of Computer Vision (IJCV), 19 November 2024.  https://doi.org/10.1007/s11263-024-02297-z 

  3. Lingfeng He,  De Cheng,  Nannan Wang,  Xinbo Gao. Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID. International Journal of Computer Vision (IJCV), Vol.x, No.x, pp.xx-xx, 2025. https://doi.org/10.1007/s11263-024-02322-1

  4. Hamido Fujita, Bo Li, Yiyu Yao, Xinbo Gao, Maoguo Gong, Ivan Lee. Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol. 36, No. 1, pp. 129-131, Jan. 2025, doi: 10.1109/TNNLS.2024.3490152.

  5. Meng Xi, Jiachen Yang, Jiabo Wen, Zhengjian Li, Wen Lu and Xinbo Gao. An Information-Assisted Deep Reinforcement Learning Path Planning Scheme for Dynamic and Unknown Underwater Environment. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol. 36, No. 1, pp. 842-853, Jan. 2025, doi: 10.1109/TNNLS.2023.3332172. 

  6. Shuyin Xia, Cheng Wang, Guoyin Wang, Xinbo Gao, Weiping Ding, Jianhang Yu, Yujia Zhai, Zizhong Chen. GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol. 36, No. 1, pp. 1719-1733, Jan. 2025, doi: 10.1109/TNNLS.2023.3325199. 

  7. Mingjin Zhang, Haichen Bai, Wenteng Shang, Jie Guo, Yunsong Li, Xinbo Gao*. MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol. 36, No. 2, pp. 2410-2422, Feb. 2025. doi: 10.1109/TNNLS.2024.3354982. 

  8. Ling Li, Yan Zhang, Lin Yuan, Xinbo Gao*. SANet: Face Super-resolution Based on Self-similarity Prior and Attention Integration. Pattern Recognition, Vol.157, pp.110854, , January 2025. https://doi.org/10.1016/j.patcog.2024.110854 

  9. Xiao Pu, Zhiwen Wang, Lin Yuan, Yu Wu, Liping Jing, Xinbo Gao*. GADNet: Improving Image-Text Matching via Graph-based Aggregation and Disentanglement. Pattern Recognition, Vol.157, pp.110900, 2025. https://doi.org/10.1016/j.patcog.2024.110900  

  10. Feng Gao, Jiaxu Leng*, Ji Gan£¬Xinbo Gao. Ranking-based Adaptive Query Generation for DETRs in Crowded Pedestrian Detection. Neurocomputing, Vol. 612, pp.128710, 7 January 2025. https://doi.org/10.1016/j.neucom.2024.128710

  11. Song Wu, Shihao Shan, Guoqiang Xiao, Michael S. Lew, Xinbo Gao. Implicit Modality Knowledge Alignment and Uncertainty Estimation for Visible-infrared Person Re-identification. Expert Systems with Applications (ESWA), Vol.259, pp.125291, 1 January 2025. https://doi.org/10.1016/j.eswa.2024.125291 

  12. Xi Yang*, Xingyilang Yin, Nannan Wang, Xinbo Gao. Associative Graph Convolution Network for Point Cloud Analysis. Pattern Recognition, Vol.159, pp.111152, March 2025. https://doi.org/10.1016/j.patcog.2024.111152    (SCI: 001355982100001, EI: 20244617349991)

  13. Junbo Yang, Borui Hu, Hanyu Li, Yang Liu, Xinbo Gao, Jungong Han, Fanglin Chen, Xuangou Wu. Dynamic VAEs via Semantic-aligned Matching for Continual Zero-shot Learning. Pattern Recognition, Vol.160, pp.111199, April 2025. https://doi.org/10.1016/j.patcog.2024.111199
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  14. Dawei Zhou, Hongbin Qu, Nannan Wang, Chunlei Peng, Zhuoqi Ma, Xi Yang, Xinbo Gao. Fooling Human Detectors via Robust and Visually Natural Adversarial Patches. Neurocomputing, Vol.616, pp.128915, 2025. https://doi.org/10.1016/j.neucom.2024.128915

  15. Weiyu Zhao, Yizhuo Jiang, Yan Gao, Jie Li*, Xinbo Gao. DETrack: Depth Information is Predictable for Tracking. Neurocomputing, Vol.616, pp.128906, 2025. https://doi.org/10.1016/j.neucom.2024.128906

  16. Zheng Yang, Bing Han, Xinbo Gao, Zhi-Hui Zhan. Eye-movement-prompted Large Image Captioning Model. Pattern Recognition, Vol.159, pp.111097, 2025. https://doi.org/10.1016/j.patcog.2024.111097

  17. Feng Gao, Jiaxu Leng*, Ji Gan, Xinbo Gao*. RC-DETR: Improving DETRs in Crowded Pedestrian Detection via Rank-based Contrastive Learning. Neural Networks, ‌Vol. 182, pp.106911, February 2025. https://doi.org/10.1016/j.neunet.2024.106911 

  18. Jili Xia, Lihuo He, Xinbo Gao*, Bo Hu. Blind Image Quality Assessment for In-the-Wild Images by Integrating Distorted Patch Selection and Multi-Scale-and-Granularity Fusion. Knowledge-Based Systems, Vol. 309, pp. 112772, 30 January 2025. https://doi.org/10.1016/j.knosys.2024.112772

  19. Xinglin Lian, Yu Zheng, Zhangxuan Dang, Chunlei Peng, Xinbo Gao. Semi-supervised Anomaly Traffic Detection via Multi-frequency Reconstruction. Pattern Recognition, Vol.161, pp.111215, May 2025. https://doi.org/10.1016/j.patcog.2024.111215 

  20. Zhiqin Zhu, Sixin Chen, Guanqiu Qi, Huafeng Li, Xinbo Gao. Multi-granular Inter-frame Relation Exploration and Global Residual Embedding for Video-based Person Re-identification. Signal Processing: Image Communication, Vol.132, pp.117240 , March 2025. https://doi.org/10.1016/j.image.2024.117240 

  21. Mingjin Zhang, Lingping Zheng, Yunsong Li, Xinbo Gao. IIRNet: Infinite Impulse Response Inspired Network for Compressed Video Quality Enhancement. Neurocomputing, Vol.617, pp.128909, 7 February 2025. https://doi.org/10.1016/j.neucom.2024.128909

  22. Zongyi Xu, Ruicheng Zhang, Zuo Li, Shiyang Cheng, Huiyu Zhou, Weisheng Li, Xinbo Gao*. CF3d: Category Fused 3D Point Cloud Retrieval. Signal Processing, Vol.230, pp.109805, May 2025. https://doi.org/10.1016/j.sigpro.2024.109805

  23. Hui Xie, Zexiao Dong, Huiting Yang, Yanxia Luo, Shenghan Ren, Pengyuan Zhang, Jiangshan He, Chunli Jia, Yuqiang Yang, Mingzhe Jiang*, Xinbo Gao*, Xueli Chen*. CNN-Transformer Network for Student Learning Effect Prediction Using EEG Signals based on Spatio-Temporal Feature Fusion. Applied Soft Computing, Vol.170, pp.112631, February 2025. https://doi.org/10.1016/j.asoc.2024.112631 

  24. Xi Yang, Huanling Liu, Nannan Wang, Xinbo Gao. Bidirectional Modality Information Interaction for Visible¨CInfrared Person Re-identification. Pattern Recognition, Vol.161, pp.111301, May 2025. https://doi.org/10.1016/j.patcog.2024.111301

  25. Ke Li, Di Wang, Wenxuan Zhu, Shaofeng Li, Quan Wang and Xinbo Gao. Physical Adversarial Patch Attack for Optical Fine-grained Aircraft Recognition. IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol. 20, pp. 436-448, 2025, doi: 10.1109/TIFS.2024.3516577.

  26. Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu and Xinbo Gao. Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection. IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol. 20, pp. 504-515, 2025, doi: 10.1109/TIFS.2024.3516561. 

  27. Zongyi Xu, Xinyu Gao, Xinqi Jiang, Shiyang Cheng, Qianni Zhang, Weisheng Li, Xinbo Gao*. S^2Reg: Structure-semantics Collaborative Point Cloud Registration. Pattern Recognition, Vol.161, pp.111290, May 2025. https://doi.org/10.1016/j.patcog.2024.111290 

  28. Yan Zhang, Pengcheng Zheng, Chenxiao Zeng, Bin Xiao, Zhenghao Li and Xinbo Gao*. Jointly RS Image Deblurring and Super-Resolution With Adjustable-Kernel and Multi-Domain Attention. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), Vol. 63, pp. 1-16, 2025, Art no. 4700416, doi: 10.1109/TGRS.2024.3515636.

  29. Zhaoyang Wang, Bo Hu, Mingyang Zhang, Jie Li, Leida Li, Maoguo, Xinbo Gao*. Diffusion Model-Based Visual Compensation Guidance and Visual Difference Analysis for No-Reference Image Quality Assessment. IEEE Transactions on Image Processing (IEEE TIP), Vol.34, pp.263-278, 2025, doi: 10.1109/TIP.2024.3523800.

  30. Kefan Tang, Lihuo He*, Nannan Wang and Xinbo Gao. Dual Semantic Reconstruction Network for Weakly Supervised Temporal Sentence Grounding. IEEE Transactions on Multimedia (IEEE TMM), Vol. 27, pp. 95-107, 2025, doi: 10.1109/TMM.2024.3521676.  

  31. Tianyuan Zhou, Fulin Luo, Chuan Fu, Tan Guo, Xiaopan Wang, Bo Du, Xinbo Gao. STMNet: Single-Temporal Mask-Based Network for Self-Supervised Hyperspectral Change Detection. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), Vol. 63, pp. 1-12, 2025, Art no. 5502712, doi: 10.1109/TGRS.2024.3523541. 

  32. Shuli Yang, Shu Tang*, Xinbo Gao, Xianzhong Xie, Jiaxu Leng. Lightweight Single Image Super-resolution Transformer Network with Explicit Global Structural Similarities Capture. Optics & Laser Technology, Vol.184, pp.112496, June 2025. https://doi.org/10.1016/j.optlastec.2025.112496 

  33. Xi Yang, Penghui Li, Qiubai Zhou, Nannan Wang and Xinbo Gao. Dense Information Learning Based Semi-Supervised Object Detection. IEEE Transactions on Image Processing (IEEE TIP), Vol. 34, pp. 1022-1035, 2025, doi: 10.1109/TIP.2025.3530786.  

  34. Gongxu Liu, XuAn. Liu, Lu Huang, Long Li and Xinbo Gao. Representation Model for Electromagnetic Maps Reconstruction via Sparse Nodes. IEEE Transactions on Instrumentation and Measurement (IEEE TIM), Vol. 74, pp. 1-10, 2025, Art no. 1002610, doi: 10.1109/TIM.2025.3538059.

  35. Xiaochuang Shu, Xiangdong Zhang, Quanxue Gao, Ming Yang, Rong Wang and Xinbo Gao. Self-Weighted Anchor Graph Learning for Multi-View Clustering. IEEE Transactions on Multimedia (IEEE TMM), 2022, doi: 10.1109/TMM.2022.3193855. 

  36. Weibin Ji, Guanya Li, Fukun Jiang, Yaqi Zhang, Feifei Wu, Wenchao Zhang, Yang Hu, Jia Wang, Xiaorong Wei, Yuefeng Li, Peter Manza, Dardo Tomasi, Xinbo Gao, Gene-Jack Wang, Yi Zhang and Nora D Volkow. Preterm Birth Associated Alterations in Brain Structure, Cognitive Functioning and Behavior in Children from the ABCD Dataset. Psychological Medicine, pp. 1-10, 2023. DOI: https://doi.org/10.1017/S0033291723001757

  37. Ruoyu Zhao, Mingrui Zhu, Nannan Wang and Xinbo Gao. Few-Shot Face Stylization via GAN Prior Distillation. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), doi: 10.1109/TNNLS.2024.3377609. 

  38. Lei Hu, Dawei Zhou, Jiahua Xu, Cheng Lu,  Chu Han, SHenwei Shi, Qikui Zhua, Xinbo Gao, Nannan Wang, Zaiyi Liu. Protecting Prostate Cancer Classification from Rectal Artifacts via Targeted Adversarial Training. IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 2024. doi: 10.1109/JBHI.2024.3384970. 

  39. Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Jiancu Chen and Xiaoli Peng. GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2024. doi: 10.1109/TNNLS.2024.3417433.  

  40. Zhusi Zhong, Jie Li, John Sollee, ScottCollins, HarrisonBai, Paul Zhang, Terrence Healey, Michael Atalay, Xinbo Gao, Zhicheng Jiao. Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation. IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 2024. DOI: 10.1109/JBHI.2024.3417849.

  41. Jiaxu Leng, Jia Wang, Mengjingcheng Mo, Ji Gan, Wen Lu and Xinbo Gao. Difficulty-Guided Variant Degradation Learning for Blind Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2024. doi: 10.1109/TNNLS.2024.3462490.

  42. Decheng Liu, Rong Sheng, Chunlei Peng, Nannan Wang, Ruimin Hu and Xinbo Gao. Devil in Shadow: Attacking NIR-VIS Heterogeneous Face Recognition via Adversarial Shadow. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. doi: 10.1109/TCSVT.2024.3485903. 

  43. Shuyin Xia, Bolun Shi, Yifan Wang, Jiang Xie, Guoyin Wang and Xinbo Gao. GBCT: Efficient and Adaptive Clustering via Granular-Ball Computing for Complex Data. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), doi: 10.1109/TNNLS.2024.3497174. 

  44. Yang Liu, Xinshuo Wang, Xinbo Gao, Jungong Han and Ling Shao. Concept-Aware Graph Convolutional Network for Compositional Zero-Shot Learning. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), doi: 10.1109/TNNLS.2025.3528885.

  45. Lihong Qiao,Rongxuan Wang, Yucheng Shu, Baobin Li, Weisheng Li, XInbo Gao. Fast Sampling of Diffusion Models for Accelerated MRI using Dual Manifold Constraints. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2025. doi: 10.1109/TCSVT.2024.3525015.

  46. Dechen Kong, Xi Yang, Nannan Wang and Xinbo Gao. Perspectives of Calibrated Adaptation for Few-shot Cross-domain Classification. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. doi: 10.1109/TCSVT.2024.3486455.

  47. Ling Li, Yan Zhang, Lin Yuan, Shuang Li and Xinbo Gao. See as You Desire: Scale-adaptive Face Super-Resolution for Varying Low Resolutions. IEEE Internet of Things Journal (IEEE IoTJ), 2025. doi: 10.1109/JIOT.2024.3492716.

  48. Kun Cheng, Mingrui Zhu, Nannan Wang, Xinbo Gao. Integrating Hybrid Priors for Face Photo-sketch Synthesis. Journal of Information and Intelligence, Available online 18 October 2024. https://doi.org/10.1016/j.jiixd.2024.10.001

  49. Liting Sun, Jingwei Xin, Keyu Li, Jie Li, Nannan Wang and Xinbo Gao. I^2 NQ: Inter and Intra Nonuniform Quantization for Single Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), Vol.xx, No.xx, pp.xx-xx, 2025. doi: 10.1109/TNNLS.2024.3493155.   (SCI: 001362249200001)

  50. Liangchen Liu, Nannan Wang, Dawei Zhou, Decheng Liu, Xi Yang, Xinbo Gao. Generalizable Prompt Learning via Gradient Constrained Sharpness-aware Minimization. IEEE Transactions on Multimedia (IEEE TMM), Vol. x, pp.xx-xx, 2025. doi: 10.1109/TMM.2024.3521702.

  51. Chunlei Peng, Boyu Wang, Decheng Liu, Nanan Wang, Ruimin Hu and Xinbo Gao. Masked Attribute Description Embedding for Cloth-Changing Person Re-identification. IEEE Transactions on Multimedia (IEEE TMM), Vol. x, pp.xx-xx, 2025. doi: 10.1109/TMM.2024.3521730.

  52. Kaifan Zhang, Lihuo He, Xin Jiang, LU WEN, Di Wang, Xinbo Gao. CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI2025), Philadelphia, Pennsylvania, USA, Feb 25, 2025 - Mar 4, 2025.  (SCI: , EI: 20250009379)

  53. Nuoyan Zhou, Dawei Zhou, Decheng Liu, Nannan Wang, Xinbo Gao. Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI2025),  Philadelphia, Pennsylvania, USA, Feb 25, 2025 - Mar 4, 2025.

  54. Decheng Liu, ZongQi Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao. Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI2025), Philadelphia, Pennsylvania, USA, Feb 25, 2025 - Mar 4, 2025.

  55. Kun Cheng, Lei Yu, Zhijun Tu, Xiao He, Liyu Chen, Guo Yong, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu. Effective Diffusion Transformer Architecture for Image Super-Resolution. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI2025), Philadelphia, Pennsylvania, USA, Feb 25, 2025 - Mar 4, 2025.

  56. Jiahua Xu, Dawei Zhou, Lei Hu, Jianfeng Guo, Feng Yang, Zaiyi Liu, Nannan Wang, Xinbo Gao. Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI2025), Philadelphia, Pennsylvania, USA, Feb 25, 2025 - Mar 4, 2025.

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