most citedFedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CR2025

RoMA: Robust Malware Attribution via Byte-level Adversarial Training with Global Perturbations and Adversarial Consistency Regularization

Yuxia Sun, Huihong Chen, Jingcai Guo +3

Attributing APT (Advanced Persistent Threat) malware to their respective groups is crucial for threat intelligence and cybersecurity. However, APT adversaries often conceal their i…

cs.LG2025★ 1 cited

FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data

Yuxia Sun, Aoxiang Sun, Siyi Pan +2

Personalized federated learning (PFL) tailors models to clients' unique data distributions while preserving privacy. However, existing aggregation-weight-based PFL methods often st…