1 . Zhiguang Lu, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang. Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania, UAS, Feb. 25-Mar. 4, 2025.

2 . Xingyu Lyu, Qianqian Xu, Zhiyong Yang, Shaojie Lyu, Qingming Huang. SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania, UAS, Feb. 25-Mar. 4, 2025.

3 . Yuchen Sun, Qianqian Xu, Zitai Wang, Zhiyong Yang, Junwei He. EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania, UAS, Feb. 25-Mar. 4, 2025.

4 . Shuo Cai, Xinzhe Han, Shuhui Wang. Divide-and-Conquer: Tree-structured Strategy with Answer Distribution Estimator for Goal-Oriented Visual Dialogue. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Pennsylvania, UAS, Feb. 25-Mar. 4, 2025.

1 . 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.

2 . 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.

3 . 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.

4 . Jiehua Zhang, Liang Li, Chenggang Yan, Wei Ke, and Yihong Gong. Monocular Depth Estimation on Adverse Weathers with Curriculum Domain Distribution Alignment. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 35, No. 1, pp. 178-194, Jan. 2025.

5 . Zhihui Feng, Hao Xiong, Weiqing Min, Sujuan Hou, Huichuan Duan, Zhonghua Liu, Shuqiang Jiang. Ingredient-Guided RGB-D Fusion Network for Nutritional Assessment. IEEE Transactions on AgriFood Electronics, Vol. 3, No. 1, pp. 156-166, March-April 2025.

6 . Yin Chen, Jia Li, Shiguang Shan, Meng Wang, Richang Hong. From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos. IEEE Transactions on Affective Computing, Vol. 16, No. 2, pp. 624-638, 2025.

7 . 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.

8 . Jie Zhang, Zhifan Wan, Lanqing Hu, Stephen Lin, Shuzhe Wu, Shiguang Shan. Collaboratively Self-supervised Video Representation Learning for Action Recognition. IEEE Transactions on Information Forensics & Security (TIFS), Vol. 20, pp. 1895-1907, 2025.

9 . Pengfei Zhou, Weiqing Min, Chaoran Fu, Ying Jin, Mingyu Huang, Xiangyang Li, Shuhuan Mei, Shuqiang Jiang. FoodSky: A food-oriented large language model that can pass the chef and dietetic examinations. Patterns(Cell Press), Vol. 6, No. 5, May 2025.