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2026 Journal Article Efficient prompt learning for traffic forecastingZhang, Qianru, Gao, Xinyi, Zhou, Alexander, Cheng, Reynold, Yiu, Siu-Ming and Yin, Hongzhi (2026). Efficient prompt learning for traffic forecasting. VLDB Journal, 35 45. doi: 10.1007/s00778-026-00983-7 |
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2026 Journal Article A comprehensive survey on imbalanced data learningGao, 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 |
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2025 Conference Publication FedVCK: Non-IID robust and communication-efficient federated learning via valuable condensed knowledge for medical image analysisYan, 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 |
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2025 Journal Article Graph condensation: a surveyGao, 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 |
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2025 Conference Publication Norm augmented graph AutoEncoders for link predictionLiu, 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 |
