Improving LLM Code Generation with Grammar Augmentation. - Shubham Ugare; Tarun Suresh; Hangoo Kang; Sasa Misailovic; Gagandeep Singh 001 (CoRR, 2024)

Stochastic Monkeys at Play: Random Augmentations Cheaply Break LLM Safety Alignment. - Jason Vega; Junsheng Huang; Gaokai Zhang; Hangoo Kang; Minjia Zhang; Gagandeep Singh 001 (CoRR, 2024)

SynCode: LLM Generation with Grammar Augmentation. - Shubham Ugare; Tarun Suresh; Hangoo Kang; Sasa Misailovic; Gagandeep Singh 001 (Trans. Mach. Learn. Res., 2025)

Learning a Pessimistic Reward Model in RLHF. - Yinglun Xu; Hangoo Kang; Tarun Suresh; Yuxuan Wan; Gagandeep Singh 001 (CoRR, 2025)

TRAP: Targeted Redirecting of Agentic Preferences. - Hangoo Kang; Jehyeok Yeon; Gagandeep Singh 001 (CoRR, 2025)