代表性论文:
[1] Yunyun Wang, Zhen Duan, Xinyue Liao, Kejia Chen, Songcan Chen The Finer the Better: Towards Granular-aware Open-set Domain Generalization, AAAI Conference on Artificial Intelligence (AAAI), 2026
[2] Yunyun Wang, Yi Guo, Xiaodong Liu, Songcan Chen, ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2025
[3] Yunyun Wang, Weiwen Zheng, Qinghao Li, Songcan Chen, Dual-Correction-Adaptation Network for Noisy Knowledge Transfer. IEEE Trans. Neural Networks Learn. Syst. 36(1): 1081-1091, 2025
[4] Yunyun Wang, Yao Liu, Songcan Chen, Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox. Machine Learning, 113(4): 1623-1641, 2024
[5] Yunyun Wang, Jian Mao, Chenguang Guo, Songcan Chen, Contrastive Prototype-Guided Generation for Generalized Zero-Shot Learning. Neural Networks, 176: 106324, 2024
[6] Yunyun Wang, Quchuan Chen, Yao Liu, Weikai Li, Songcan Chen. TIToK: A solution for bi-imbalanced unsupervised domain adaptation. Neural Networks, 164:81-89,2023
[7] Yunyun Wang, Jian-Min Gu, Chao Wang, Songcan Chen, Hui Xue, Discrimination-Aware Domain Adversarial Neural Network. J. Comput. Sci. Technol. 35(2): 259-267, 2020
[8] Yunyun Wang, Lingli Nie, Yun Li, Songcan Chen, Soft large margin clustering for unsupervised domain adaptation. Knowl. Based Syst. 192: 105344, 2020
[9] Yunyun Wang, Xuzhang Chen, Songcan Chen, Hui Xue, Adaptive Teacher-and-Student Model for Heterogeneous Domain Adaptation. International Conference on Data Mining (ICDM), 2019
[10] 汪云云,孙顾威,薛晖,基于自监督知识的无监督新集域适应学习. 软件学报,33(4):1170-1182, 2022
报考方向:人工智能、机器学习、弱监督学习,域适应/泛化,多模态学习等
联系方式:wangyunyun@njupt.edu.cn
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