2025 "mutual information" Papers

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Bits Leaked per Query: Information-Theoretic Bounds for Adversarial Attacks on LLMs

Masahiro Kaneko, Timothy Baldwin

NeurIPS 2025spotlightarXiv:2510.17000

Information-Theoretic Discrete Diffusion

Moongyu Jeon, Sangwoo Shin, Dongjae Jeon et al.

NeurIPS 2025posterarXiv:2510.24088

Learning Task-Agnostic Representations through Multi-Teacher Distillation

Philippe Formont, Maxime Darrin, Banafsheh Karimian et al.

NeurIPS 2025posterarXiv:2510.18680