Lucas, Ryan

4 publications

ICLR 2026 Reasoning Models Can Be Accurately Pruned via Chain-of-Thought Reconstruction Ryan Lucas, Kayhan Behdin, Zhipeng Wang, Qingquan Song, Shao Tang, Rahul Mazumder

ICLR 2026 Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection Gabriel Afriat, Ryan Lucas, Xiang Meng, Yufang Hou, Yada Zhu, Rahul Mazumder

ICLR 2025 Preserving Deep Representations in One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework Ryan Lucas, Rahul Mazumder

ICML 2023 Certified Robust Neural Networks: Generalization and Corruption Resistance Amine Bennouna, Ryan Lucas, Bart Van Parys