id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-30203	Zhao, Xiaoyi; Zhang, Xinchen; Wang, Shasha	Research on Federated Learning Algorithms Driven by Data Heterogeneity	2025	4	.pdf	application/pdf	2692	170	35	China Abstract: Federated Learning as a distributed machine learning paradigm enables collaborative modeling among multiple participants while preserving data privacy. Keywords: Federated Learning; Data Heterogeneity; Three-dimensional Optimization Framework; Adaptive Optimization.	cache/fcis-30203.pdf	txt/fcis-30203.txt