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Litian Zhang

1 paper indexed

arxivcs.LGcs.CR2026-07-06

Towards Personalized Differentially Private Learning for Decentralized Local Graphs

Longzhu He, Peng Tang, Chaozhuo Li, Jinhu Fu, Litian Zhang, Li Sun, et al.

Graph-structured data is increasingly generated and stored in decentralized environments, such as social platforms, mobile applications, and edge networks, where users maintain control over their local graph data. However, collecting and analyzing such decentralized graph data fo…

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