Raluca Ada Popa

Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test

GradShield: Alignment Preserving Finetuning

Budget-aware Test-time Scaling via Discriminative Verification

DeepScaleR: Effective RL Scaling of Reasoning Models via Iterative Context Lengthening