activity
20202025
most citedTowards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching

49 citations · 64 across the 8 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 3 cited

GFlowNets with Human Feedback

Yinchuan Li, Shuang Luo, Yunfeng Shao +1

We propose the GFlowNets with Human Feedback (GFlowHF) framework to improve the exploration ability when training AI models. For tasks where the reward is unknown, we fit the rewar…

cs.LG2023★ 6 cited

CFlowNets: Continuous Control with Generative Flow Networks

Yinchuan Li, Shuang Luo, Haozhi Wang +1

Generative flow networks (GFlowNets), as an emerging technique, can be used as an alternative to reinforcement learning for exploratory control tasks. GFlowNet aims to generate dis…