Dr Xinyi Gao
Postdoctoral Research Fellow
School of Electrical Engineering and Computer Science
Journal Articles
Gao, Xinyi, Xie, Dongting, Zhang, Yihang, Wang, Zhengren, Chen, Chong, He, Conghui, Yin, Hongzhi and Zhang, Wentao (2026). A comprehensive survey on imbalanced data learning. Frontiers of Computer Science, 20 (11) 2011622. doi: 10.1007/s11704-025-50274-7
Gao, Xinyi, Yu, Junliang, Chen, Tong, Ye, Guanhua, Zhang, Wentao and Yin, Hongzhi (2025). Graph condensation: a survey. IEEE Transactions on Knowledge and Data Engineering, 37 (4), 1819-1837. doi: 10.1109/tkde.2025.3535877
Conference Papers
Yan, Guochen, Xie, Luyuan, Gao, Xinyi, Zhang, Wentao, Shen, Qingni, Fang, Yuejian and Wu, Zhonghai (2025). FedVCK: Non-IID robust and communication-efficient federated learning via valuable condensed knowledge for medical image analysis. Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), Philadelphia, PA, United States, 25 February - 4 March 2025. Washington, DC, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v39i20.35497
Liu, Yunhui, Zhang, Huaisong, Gao, Xinyi, Guo, Liuye, Tao, Zhen and He, Tieke (2025). Norm augmented graph AutoEncoders for link prediction. ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 6-11 April 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICASSP49660.2025.10890143