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arXiv cs.CR26d ago

Byzantine-Resilient Federated Large Language Model via Hypergraph Message Passing

HMP-GAE filters Byzantine updates during federated training of Qwen-2.5 and Llama-3.2.

federated-learning byzantine-attack

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arXiv cs.AI / cs.LG / cs.CLSep 25, 2026

HySTAR: Anchored Hypergraphs for Stable Credit Assignment in Cooperative Multi-Agent Reinforcement Learning

HySTAR anchors a fixed hypergraph so cooperative MARL assigns credit without structural target drift.

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