97 citations
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physics.soc-ph2024★ 26 cited
Evolutionary dynamics in stochastic nonlinear public goods games
Wenqiang Zhu, Xin Wang, Chaoqian Wang +6
Understanding the evolution of cooperation in multiplayer games is of vital significance for natural and social systems. An important challenge is that group interactions often lea…
cs.CR2024★ 28 cited
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model
JiaYing Zheng, HaiNan Zhang, LingXiang Wang +3
Private data, being larger and quality-higher than public data, can greatly improve large language models (LLM). However, due to privacy concerns, this data is often dispersed in m…