Overview
Availability
- Dr Xinyi Gao is:
- Available for supervision
Qualifications
- Doctor of Philosophy of Computer Science, The University of Queensland
Works
Search Professor Xinyi Gao’s works on UQ eSpace
2026
Journal Article
Efficient prompt learning for traffic forecasting
Zhang, 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
2026
Journal Article
A comprehensive survey on imbalanced data learning
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
2025
Conference Publication
FedVCK: Non-IID robust and communication-efficient federated learning via valuable condensed knowledge for medical image analysis
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
2025
Journal Article
Graph condensation: a survey
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
2025
Conference Publication
Norm augmented graph AutoEncoders for link prediction
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
Supervision
Availability
- Dr Xinyi Gao is:
- Available for supervision
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Media
Enquiries
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