Publications

You can also find my articles on my Google Scholar profile.

Wang, Ganyu, Bin Gu, Boyu Wang, and Charles X Ling.
“Event-Driven Online Vertical Federated Learning.”
The International Conference on Learning Representations (ICLR) (2025).
Wang, Ganyu, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, and Charles X Ling.
“A unified solution for privacy and communication efficiency in vertical federated learning.” Advances in Neural Information Processing Systems (NeurIPS), 36 (2023).
Wang, Ganyu, Qingsong Zhang, Xiang Li, Boyu Wang, Bin Gu, and Charles X Ling.
“Secure and fast asynchronous vertical federated learning via cascaded hybrid optimization.” Machine Learning (MLJ) 113, no. 9 (2024): 6413–6451.
Ke Zhang, Wang, Ganyu, Han Li, Yulong Wang, Hong Chen, and Bin Gu.
“Asynchronous vertical federated learning for kernelized AUC maximization.” In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 4244–4255, 2024.
Wang, Ganyu and Miguel Vargas Martin.
“Segmentperturb: Effective black-box hidden voice attack on commercial ASR systems via selective deletion.”
In 2021 18th International Conference on Privacy, Security and Trust (PST), 1–12. IEEE, 2021.
Wang, Ganyu, Miguel Martin, Patrick Hung, and Shane MacDonald.
“Towards classifying motor imagery using a consumer-grade brain-computer interface.” In 2019 IEEE International Conference on Cognitive Computing (ICCC), 67–69. IEEE, 2019.