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20222026
most citedFedALA: Adaptive Local Aggregation for Personalized Federated Learning

408 citations · 408 across the 3 of their papers we have counts for

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cs.SE2026

Know Before Fix: QA-Driven Repository Knowledge Acquisition for Software Issue Resolution

Haotian Lin, Silin Chen, Xiaodong Gu +8

LLM-based coding agents have significantly advanced automated software issue resolution, yet they remain highly prone to factual errors caused by insufficient repository understand…