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Researcher profile

Kwan Ho Ryan Chan

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction

    2020 · arXiv (Cornell University)

    To learn intrinsic low-dimensional structures from high-dimensional data that most discriminate between classes, we propose the principle of Maximal Coding Rate Reduction ($\text{MCR}^2$), an information-theoretic measure that maximizes the coding rate difference between the whole …

  2. KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs

    2025 · arXiv (Cornell University)

    Jailbreak attacks exploit specific prompts to bypass LLM safeguards, causing the LLM to generate harmful, inappropriate, and misaligned content. Current jailbreaking methods rely heavily on carefully designed system prompts and numerous queries to achieve a …