2 papers
cs.LG2025
Discovering Hidden Algebraic Structures via Transformers with Rank-Aware Beam GRPO
Jaeha Lee, Gio Huh, Ning Su +1
Recent efforts have extended the capabilities of transformers in logical reasoning and symbolic computations. In this work, we investigate their capacity for non-linear latent patt…
cs.LG2025
Multi-Turn Jailbreaks Are Simpler Than They Seem
Xiaoxue Yang, Jaeha Lee, Anna-Katharina Dick +3
While defenses against single-turn jailbreak attacks on Large Language Models (LLMs) have improved significantly, multi-turn jailbreaks remain a persistent vulnerability, often ach…