Yinqi Li, Hong Chang, Ruibing Hou, Shiguang Shan, Xilin Chen. DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks. IEEE Transactions on Multimedia (TMM), 2025.
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Weiqing Min, Shuqiang Jiang, Petia Radeva, Vladimir Pavlovic, Chong-Wah Ngo, Kiyoharu Aizawa, Wanqing Li. Guest Editorial: When Multimedia Meets Food: Multimedia Computing for Food Data Analysis and Applications. IEEE Transactions on Multimedia (TMM), Vol. 27, pp. 2708–2712, 2025.
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Chao Bi, Shuhui Wang, Na Li, Qingming Huang. Inferential and Commonsense Visual Question Generation. IEEE Transactions on Multimedia (TMM), Vol. 27, pp. 7796–7809, 2025.
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Liang Li, Tongyu Lu, Yaoqi Sun, Yuhan Gao, Chenggang Yan, Zhenghui Hu and Qingming Huang. Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 36, No. 1, pp. 274-285, Jan. 2025.
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Xiang Xiang, Jing Ma, Dongrui Wu, Zhigang Zeng, Xi-Lin Chen. Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 12, pp. 11929–11945, December 2025.
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Liang Li, Gaoxiang Cong, Yuankai Qi, Zheng-Jun Zha, Qi Wu, Michael Sheng, Qingming Huang, Ming-Hsuan Yang. Dubbing Movies via Hierarchical Phoneme Modeling and Acoustic Diffusion Denoising. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 11, pp. 10361-10377, 2025.
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Xiang Xiang, Zhuo Xu, Zihan Zhang, Zhigang Zeng, Xilin Chen. Enhanced Dual-Pattern Matching With Vision-Language Representation for Out-of-Distribution Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 11, pp. 9673–9687, November 2025.
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Xingming Long, Jie Zhang, Shiguang Shan. Generalized Face Liveness Detection via De-fake Face Generator. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), , Vol. 47, No. 3, pp. 1818-1831, March 2025.
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Sixian Zhang, Xinhang Song, Xinyao Yu, Yubing Bai, Xinlong Guo, Weijie Li, Shuqiang Jiang. HOZ++: Versatile Hierarchical Object-to-Zone Graph for Object Navigation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 7, pp. 5958–5975, July 2025.
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Yong Li, Yufei Sun, Zhen Cui, Pengcheng Shen, Shiguang Shan. Instance-Consistent Fair Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 7, pp. 5319–5335, July 2025.
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Tianxin Xie, Hu Han, Shiguang Shan, Xilin Chen. Natural Adversarial Mask for Face Identity Protection in Physical World. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 3, pp. 2089-2106, March 2025.
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Yinqi Li, Hong Chang, Shiguang Shan, Xilin Chen. PIT: A Plug-and-Play Image Translator for Making Off-the-Shelf Models Adapt to Corruptions. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 12, pp. 11644–11661, December 2025.
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Dingxi Zhang, Yu-Jie Yuan, Zhuoxun Chen, Fang-Lue Zhang, Zhenliang He, Shiguang Shan, Lin Gao. StylizedGS: Controllable Stylization for 3D Gaussian Splatting. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 47, No. 12, pp. 11961–11973, December 2025.
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Ziqiang Chen, Dandan Wang, Liangliang Lou, Shiqing Zhang, Xiaoming Zhao, Shuqiang Jiang, Jun Yu, Jun Xiao. Text-guided multimodal depression detection via cross-modal feature reconstruction and decomposition. Information Fusion (IF), 117: 102861, 2025.
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Xuhan Zhu, Yifei Xing, Ruiping Wang, Yaowei Wang, Xiangyuan Lan. Generic Scene Graph Generation Model with Hierarchical Prompt Learning. International Journal of Computer Vision (IJCV), Vol. 133, No. 10, pp. 6813-6831, June 2025.
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Zitai Wang, Qianqian Xu, Zhiyong Yang, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang. Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification. International Journal of Computer Vision (IJCV), Vol. 133, No. 1, pp. 211-253, January 2025.
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Haomiao Sun, Mingjie He, Shiguang Shan, Hu Han. Leveraging face-prior knowledge for general face representation learning. Pattern Recognition (PR), 168: 111784, 2025.
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Jilong Zhu, Junbao Zhuo, Shuhui Wang. PIC: Domain generalization by path information constraint. Pattern Recognition (PR), 168: 111769, 2025.
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Liang Shi, Jie Zhang, Zhilong Ji, Jinfeng Bai, Shiguang Shan. Real face foundation representation learning for generalized deepfake detection. Pattern Recognition (PR), 161: 111299, 2025.
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