1. Ruikang Chen, Yan Yan*, Jing-Hao Xue, Yang Lu and Hanzi Wang. Augmentation Matters: A Mix-Paste Method for X-Ray Prohibited Item Detection Under Noisy Annotations. IEEE Transactions on Information Forensics and Security (IEEE T-IFS), vol. 20, pp. 234-248, 2025. (CCF A类, JCR 1区, 第一作者为本人指导的2022级研究生) 2. Runqing Jiang, Yan Yan*, Jing-Hao Xue, Si Chen, Nannan Wang and Hanzi Wang. Knowledge Distillation Meets Label Noise Learning: Ambiguity-Guided Mutual Label Refinery. IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS), 36(1), pp. 939-952, 2025. (CCF B类, JCR 1区, 第一作者为本人指导的2020级研究生) 3. Hu Ding, Yan Yan*, Yang Lu, Jing-Hao Xue and Hanzi Wang. Uncertainty-Aware Label Refinement on Hypergraphs for Personalized Federated Facial Expression Recognition. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2025. (CCF B类, JCR 1区, 第一作者为本人指导的2022级研究生) 4. Xueting Chen, Yan Yan*, Jing-Hao Xue, Nannan Wang, Hanzi Wang. Consistency-Driven Feature Scoring and Regularization Network for Visible-Infrared Person Re-Identification. Pattern Recognition (PR) 159: 111131, 2025 (CCF B类, JCR 1区, 第一作者为本人指导的2022级研究生). 5. Yukang Zhang, Yan Yan, Yang Lu, Hanzi Wang. Adaptive Middle Modality Alignment Learning for Visible-Infrared Person Re-identification. International Journal of Computer Vision (IJCV), 2024. (CCF A类, JCR 1区, 第一作者为本人协助指导的博士后) 6. Fenghong Yang#, Runqing Jiang#, Yan Yan*, Jing-Hao Xue, Biao Wang, Hanzi Wang. Dual-Mode Learning for Multi-Dataset X-Ray Security Image Detection. IEEE Transactions on Information Forensics & Security (IEEE T-IFS), 2024. (CCF A类, JCR 1区, 第一作者和二作者为本人指导的2020级研究生) 7. Yang Xu, Yan Yan*, Jing-Hao Xue, Yang Hua, Hanzi Wang. Unpaired Caricature-Visual Face Recognition via Feature Decomposition-Restoration-Decomposition. IEEE Transactions on Circuits Systems and Video Technology (IEEE T-CSVT), 2024. (CCF B类, JCR 1区, 为本人指导的2021级研究生) 8. Yuanling Lv, Yan Yan*, Jing-Hao Xue, Si Chen, Hanzi Wang. Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression Recognition. IEEE Transactions on Image Processing (IEEE T-IP), 2024. (CCF A类, JCR 1区, 第一作者为本人指导的2021级研究生) 9. Yuanling Lv, Guangyu Huang, Yan Yan*, Jing-Hao Xue, Si Chen, Hanzi Wang. Visual-Textual Attribute Learning for Class-Incremental Facial Expression Recognition. IEEE Transactions on Multimedia (IEEE T-MM), 2024. (CCF B类, JCR 1区, 第一作者和第二作者为本人指导的2021级研究生) 10. Guangyu Huang, Yan Yan*, Jing-Hao Xue, Wentao Zhu, Xiongbiao Luo. Interpretable Heterogeneous Teacher-Student Learning Framework for Hybrid-Supervised Pulmonary Nodule Detection. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2024. (CCF B类, JCR 1区, 第一作者为本人指导的2021级研究生) 11. Xiao Wang, Yan Yan, Hai-Miao Hu, Bo Li, Hanzi Wang*, Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition. IEEE Transactions on Image Processing (IEEE T-IP), 33: 1257-1271, 2024. (CCF A类, JCR 1区, 第一作者为本人协助指导的博士生） 12. Yan Yan*, Ying Shu, Si Chen, Jing-Hao Xue, Chunhua Shen, Hanzi Wang. SPL-Net: Spatial-Semantic Patch Learning Network for Facial Attribute Recognition with Limited Labeled Data. International Journal of Computer Vision (IJCV), 2023. (CCF A类, JCR 1区, 第二作者为本人指导的2019级研究生) 13. Qiang Qi, Tianxiang Hou, Yang Lu, Yan Yan, Hanzi Wang*. DGRNet: A Dual-Level Graph Relation Network for Video Object Detection. IEEE Transactions on Image Processing (IEEE T-IP), 2023. (CCF A类, JCR 1区, 第一作者为本人协助指导的博士生） 14. Qiang Qi, Tianxiang Hou, Yan Yan, Yang Lu, Hanzi Wang*. TCNet: A Novel Triple-Cooperative Network for Video Object Detection. IEEE Transactions on Circuits Systems and Video Technology (IEEE T-CSVT), 2023. (CCF B类, JCR 1区, 第一作者为本人协助指导的博士生） 15. Qiang Qi, Yan Yan, Hanzi Wang*. Class-Aware Dual-Supervised Aggregation Network for Video Object Detection. IEEE Transactions on Multimedia (IEEE T-MM), 2023. (CCF B类, JCR 1区, 第一作者为本人协助指导的博士生） 16. Delian Ruan#, Rongyun Mo#, Yan Yan*, Si Chen, Jing-Hao Xue, Hanzi Wang. Adaptive Deep Disturbance-Disentangled Learning for Facial Expression Recognition. International Journal of Computer Vision (IJCV), 2022. (CCF A类, JCR 1区, 第一作者和第二作者均为本人指导的2018级研究生) 17. Runqing Jiang, Yan Yan*, Jing-Hao Xue, Biao Wang, Hanzi Wang. When Sparse Neural Network Meets Label Noise Learning: A Multi-Stage Learning Framework. IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS), 2022. (CCF B类, JCR 1区, 第一作者为本人指导的2020级研究生) 18. Yan Yan, Youze Xu, Jing-Hao Xue, Yang Lu, Hanzi Wang, Wentao Zhu*. Drop Loss for Person Attribute Recognition with Imbalanced Noisy-Labeled Samples. IEEE Transactions on Cybernetics (IEEE T-CYB), 2022. (CCF B类, JCR 1区, 第二作者为本人指导的2018级研究生) 19. Xi Weng, Yan Yan*, Si Chen, Jing-Hao Xue, Hanzi Wang. Stage-Aware Feature Alignment Network for Real-time Semantic Segmentation of Street Scenes. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2022. (CCF B类, JCR 1区, 第一作者为本人指导的2019级研究生) 20. Xi Weng, Yan Yan*, Genshun Dong, Chang Shu, Biao Wang*, Hanzi Wang, Ji Zhang. Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes. IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2022. (CCF B类，JCR 1区, 第一作者为本人指导的2019级研究生) 21. Rongyun Mo#, Shenqi Lai#, Yan Yan*, Zhenhua Chai, Xiaolin Wei. Dimension-Aware Attention for Efficient Mobile Networks. Pattern Recognition (PR). 2022. (CCF B类, JCR 1区, 第一作者为本人指导的2019级研究生) 22. Xiaokang Zhang, Yan Yan*, Jing-Hao Xue, Yang Hua, Hanzi Wang. Semantic-Aware Occlusion-Robust Network for Occluded Person Re-Identification. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2021. (CCF B类, 第一作者为本人指导的2018级研究生) 23. Longbiao Mao, Yan Yan*, Jing-Hao Xue, Hanzi Wang. Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification. IEEE Transactions on Affective Computing (IEEE T-AFFC), 2020. (CCF B类, JCR 1区, 第一作者为本人指导的2017级研究生) 24. Genshun Dong, Yan Yan*, Chunhua Shen, Hanzi Wang. Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes. IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2020. (CCF B类，第一作者为本人指导的2017级研究生) 25. Yan Yan, Zizhao Zhang, Si Chen, Hanzi Wang*, Low-resolution Facial Expression Recognition: A Filter Learning Perspective. Signal Processing (SP), 169 (107370):1-13, 2020. (CCF C类, JCR 2区, 第二作者为本人指导的本科生) 26. Yan Yan*, Ying Huang, Si Chen, Chunhua Shen, Hanzi Wang. Joint deep learning of facial expression synthesis and recognition. IEEE Transactions on Multimedia (IEEE T-MM), 2020. (CCF B类, JCR 1区, 第二作者为本人指导的2016级研究生) 27. 杨婉香，严严*，陈思，张小康，王菡子. 基于多尺度生成对抗网络的遮挡行人重识别方法. 软件学报, 2020, 31(7):1313-1328. （CCF 中文期刊A类，第一作者为本人指导的2016级研究生） 28. 疏颖，毛龙彪，陈思，严严*. 基于自监督学习和生成对抗网络的小样本人脸属性识别方法. 中国图象图形学报, 2020. (CCF 中文期刊B类，第一作者为本人指导的2019级研究生) 29. Taotao Lai, Hanzi Wang*, Yan Yan, Tat-Jun Chin, Jin Zheng, Bo Li. Accelerated guided sampling for multi-structure model fitting. IEEE Transactions on Cybernetics (IEEE T-CYB), 2020. (CCF B类, JCR 1区, 第一作者为本人协助指导的博士生) 30. Yihan Du, Yan Yan*, Si Chen, Yang Hua. Object-adaptive LSTM network for real-time visual tracking with adversarial data augmentation. Neurocomputing, 2020. (CCF C类, JCR 2区，第一作者为本人指导的本科生) 31. Hanzi Wang*, Guobao Xiao, Yan Yan, David Suter. Searching for representative modes on hypergraphs for robust geometric model fitting. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), 41(3):697-711, 2019. (CCF A类, JCR 1区) 32. Guobao Xiao, Hanzi Wang*, Yan Yan, David Suter, Superpixel-Guided Two-View Deterministic Geometric Model Fitting. International Journal of Computer Vision (IJCV), 127(4):323-339, 2019. (CCF A类, JCR 1区, 第一作者为本人协助指导的博士生) 33. Wanxiang Yang, Yan Yan*, Si Chen. Adaptive Deep Metric Embeddings for Person Re-Identification under Occlusions. Neurocomputing, 336:56-66, 2019. (CCF C类, JCR 2区, 第一作者为本人指导的2016级研究生) 34. Guanjun Guo, Hanzi Wang*, Wan-Lei Zhao, Yan Yan, Xuelong Li. Object Discovery via Cohesion Measurement. IEEE Transactions on Cybernetics (IEEE T-CYB), 48(3): 862-875, 2018. ( CCF B类, JCR 1区, 第一作者为本人协助指导的博士生) 35. Guanjun Guo, Hanzi Wang*, Chunhua Shen, Yan Yan, Mark Liao. Automatic Image Cropping for Visual Aesthetic Enhancement using Deep Neural Networks and Cascaded Regression. IEEE Transactions on Multimedia (IEEE T-MM), 20(8):2073-2085, 2018. ( CCF B类, JCR 1区, 第一作者为本人协助指导的博士生) 36. Ni Zhuang, Yan Yan*, Si Chen, Hanzi Wang, Chunhua Shen. Multi-Label Learning Based Deep Transfer Neural Network for Facial Attribute Classification. Pattern Recognition (PR), 80:225-240, 2018. (CCF B类, JCR 2区, 第一作者为本人指导的2015级研究生) 37. Ying Huang, Yan Yan*, Si Chen, Hanzi Wang. Expression-Targeted Feature Learning for Effective Facial Expression Recognition. Journal of Visual Communication and Image Representation (JVCIR), 55, 677-687, 2018. (CCF C类, JCR 3区, 第一作者为本人指导的2016级研究生) 38. Yan Yan, Hanzi Wang*, Si Chen, Xiaochun Cao, David Zhang. Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition. Pattern Recognition (PR) 56:40-49, 2016. ( CCF B类, JCR2区) 39. Qiming Li, Yan Yan, Hanzi Wang*. Discriminative Weighted Sparse Partial Least Squares for Human Detection. IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 17(4):1062-1071, 2016. ( CCF B类, JCR 2区, 第一作者为本人协助指导的博士生) 40. Yan Yan, Chunhua Shen, Hanzi Wang*, Efficient Semidefinite Spectral Clustering via Lagrange Duality, IEEE Transactions on Image Processing (IEEE T-IP), 2014, 23(8):3522-3534. (CCF A类, JCR 1区) 41. Yan Yan, Hanzi Wang*, David Suter. Multi-subregion based correlation filter bank for robust face recognition, Pattern Recognition (PR), 2014, 47(11):3487-3501. (CCF B类, JCR 2区) 42. 沈媛媛, 严严*, 王菡子. 有监督的距离度量学习算法研究进展. 自动化学报, 2014, 40(12): 2673-2686. (CCF 中文期刊A类, 第一作者为本人指导的2012级研究生) 43. 严严*,章毓晋. 基于视频的人脸识别研究进展. 计算机学报，2009, 32(5):878-886. (CCF 中文期刊A类) 44. Yan Yan*, Yujin Zhang, 1-D Correlation Filter Based Class-Dependence Feature Analysis for Face Recognition, Pattern Recognition (PR), 2008, 41(12): 3834-3841. (CCF B类, JCR 2区)
【代表性会议论文】*表示通信作者1. Guangyao Li., Yajun Jian, Yan Yan, Hanzi Wang*. GLATrack: Global and Local Awareness for Open-Vocabulary Multiple Object Tracking. ACM International Conference on Multimedia, 2024. (CCF A类, 第一作者为本人协助指导的博士生) 2. Ziqiang Zhang, Yan Yan*, Jing-Hao Xue, Hanzi Wang. Spatial-Contextual Discrepancy Information Compensation for GAN Inversion. AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A类, 第一作者为本人指导的2023级研究生) 3. Liuxiang Qiu, Si Chen, Yan Yan*, Jing-Hao Xue, Da-Han Wang, Shunzhi Zhu. High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-Identification. AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A类, 第一作者为本人协助指导的研究生) 4. Yukang Zhang, Yan Yan, Jie Li, Hanzi Wang*. MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification. AAAI Conference on Artificial Intelligence (AAAI), 2023 (CCF A类，第一作者为本人协助指导的博士生) 5. Xinyi Zou, Yan Yan*, Si Chen, Jing-Hao Xue, Hanzi Wang. Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition. European Conference on Computer Vision (ECCV), 2022 (CCF B类, 第一作者为本人指导的2020级研究生) 6. Xinyi Zou, Yan Yan*, Si Chen, Jing-Hao Xue, Hanzi Wang. When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework. AAAI Conference on Artificial Intelligence (AAAI), 2022 (CCF A类, 第一作者为本人指导的2020级研究生) 7. Delian Ruan, Yan Yan*, Shenqi Lai, Zhenhua Chai, Chunhua Shen, Hanzi Wang. Feature Decomposition and Reconstruction Learning for Effective Facial Expression. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF A类，第一作者为本人指导的2018级研究生) 8. Ying Shu, Yan Yan*, Si Chen, Jing-Hao Xue, Chunhua Shen, Hanzi Wang. Recognition Learning Spatial-Semantic Relationship for Facial Attribute Recognition with Limited Labeled Data. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF A类，第一作者为本人指导的2019级研究生) 9. Rongyun Mo, Yan Yan*, Si Chen, Jing-Hao Xue, Hanzi Wang. D3Net: Dual-Branch Disturbance Disentangling Network for Facial Expression Recognition. ACM International Conference on Multimedia (ACM MM), 2021. (CCF A类, 第一作者为本人指导的2019级研究生) 10. Delian Ruan, Yan Yan*, Si Chen, Jing-Hao Xue, Hanzi Wang. Deep Disturbance- disentangled Learning for Facial Expression Recognition, ACM International Conference on Multimedia (ACM MM), 2020. (CCF A类，第一作者为本人指导的2018级研究生) 11. Shuyuan Lin, Guobao Xiao, Yan Yan, Hanzi Wang*, David Suter. Hypergraph Optimization for Multi-Structural Geometric Model Fitting. AAAI Conference on Artificial Intelligence (AAAI), 2019. (CCF A类) (CCF A类，第一作者为本人协助指导的博士生) 12. Luo Xiong, Yanjie Liang, Yan Yan, Hanzi Wang. Correlation Filter Tracking with Adaptive Proposal Selection for Accurate Scale Estimation. IEEE International Conference on Multimedia & Expo (ICME), 2019. (CCF B类) (CCF B类，第一作者为本人协助指导的硕士生) 13. Xiangbang Meng, Yan Yan*, Si Chen, Hanzi Wang. A Cascaded Noise-Robust Deep CNN for Face Recognition. International Conference on Image Processing (ICIP), 2019. (CCF C类，第一作者为本人指导的2017级研究生) 14. Lijian Lin, Haosheng Chen, Yanjie Liang, Yan Yan, Hanzi Wang*. Robust Visual Tracking via Statistical Positive Sample Generation and Gradient Aware Learning. ACM MM Asia, 2019. (CCF C类，第一作者为本人协助指导的硕士生) 15. Yanjie Liang, Qiangqiang Wu, Yi Liu, Yan Yan, Hanzi Wang*. Robust Correlation Filter Tracking with Shepherded Instance-Aware Proposals, ACM International Conference on Multimedia (ACM MM), 2018. (CCF A类，第一作者为本人协助指导的博士生) 16. Ni Zhuang, Yan Yan*, Si Chen, Hanzi Wang. Multi-Task Learning of Cascaded CNN for Facial Attribute Classification. IEEE Conference on Pattern Recognition (ICPR), 2018. (CCF C类，第一作者为本人指导的2015级研究生) 17. Yihan Du, Yan Yan*, Si Chen, Yang Hua, Hanzi Wang. Object-Adaptive LSTM Network for Visual Tracking. IEEE Conference on Pattern Recognition (ICPR), 2018. (CCF C类，第一作者为本人指导的本科生) 18. Canping Su, Yan Yan*, Si Chen, Hanzi Wang. An Efficient Deep Neural Networks Training Framework for Robust Face Recognition. IEEE Conference on Image Processing (ICIP), 2017. (CCF C类，第一作者为本人指导的2015级研究生) 19. Yuan Fang, Yan Yan*, Si Chen, Hanzi Wang, Chang Shu. Sparse Similarity Metric Learning for Kinship Verification. IEEE International Conference on Visual Communications and Image Processing (VCIP), 2016. (第一作者为本人指导的2014级研究生) 20. Hanzi Wang*, Guobao Xiao, Yan Yan, David Suter. Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. International Conference on Computer Vision (ICCV), 2015. (CCF A类)
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