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cs.LG2026
RESCUE: Repairing Language Model Errors to Sparse Circuits via Reinforcement Learning
Chuanpu Liu, Miao Yu, Yikai Cai +5
Large language models (LLMs) exhibit strong general capabilities that mechanistic interpretability has attributed to sparse computational circuits. However, existing circuit studie…
cs.LG2026
SafeSeek: Universal Attribution of Safety Circuits in Language Models
Miao Yu, Siyuan Fu, Moayad Aloqaily +6
Mechanistic interpretability reveals that safety-critical behaviors (e.g., alignment, jailbreak, backdoor) in Large Language Models (LLMs) are grounded in specialized functional co…