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20242026
most citedEchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control

10 citations · 10 across the 3 of their papers we have counts for

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cs.LG2025

CrowdHMTware: A Cross-level Co-adaptation Middleware for Context-aware Mobile DL Deployment

Sicong Liu, Bin Guo, Shiyan Luo +7

There are many deep learning (DL) powered mobile and wearable applications today continuously and unobtrusively sensing the ambient surroundings to enhance all aspects of human liv…