Boyi Liu

According to our database, Boyi Liu authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters.

Zhilin Liang, Yuxiang Wang, Zimu Zhou, Hainan Zhang, Boyi Liu, Yongxin Tong

CoRR, February, 2026

CAFEDistill: Learning Personalized and Dynamic Models through Federated Early-Exit Network Distillation.

Boyi Liu, Zimu Zhou, Yongxin Tong

CoRR, January, 2026

Harnessing Asynchrony to Balance Modalities in Multi-modal Federated Learning.

Yiming Ma, Boyi Liu, Zimu Zhou, Yanfeng Wang, Yongxin Tong

Proceedings of the Database Systems for Advanced Applications, 2026

2025

Poster: Asynchronous Federated Learning Library and Benchmark with AFL-Lib.

Boyi Liu, Shuyuan Li, Zimu Zhou, Shuo Kang, Yiming Ma, Yongxin Tong

Proceedings of the 31st Annual International Conference on Mobile Computing and Networking, 2025

DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices.

Lehao Qu, Shuyuan Li, Zimu Zhou, Boyi Liu, Yi Xu, Yongxin Tong

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

CASA: Clustered Federated Learning with Asynchronous Clients.

Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Federated Computing: Query, Learning, and Beyond.

Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv

IEEE Data Eng. Bull., 2023

2022

Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.

Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022