papers
Publications (6)
cs.DC2024
Towards Practical Overlay Networks for Decentralized Federated Learning
Yifan Hua, Jinlong Pang, Xiaoxue Zhang +5
cs.NI2021
Efficient and Reliable Overlay Networks for Decentralized Federated Learning
Yifan Hua, Kevin Miller, Andrea L. Bertozzi +2
cs.DB2024
Accelerating Regular Path Queries over Graph Database with Processing-in-Memory
Ruoyan Ma, Shengan Zheng, Guifeng Wang +4
cs.CR2024
Secure Decentralized Learning with Blockchain
Xiaoxue Zhang, Yifan Hua, Chen Qian
cs.DC2026
PlanetServe: A Decentralized, Scalable, and Privacy-Preserving Overlay for Democratizing Large Language Model Serving
Fei Fang, Yifan Hua, Shengze Wang +4
cs.AI2025
Incentivizing High-quality Participation From Federated Learning Agents
Jinlong Pang, Jiaheng Wei, Yifan Hua +2