Deng, Yinlin

4 publications

NeurIPS 2025 PurpCode: Reasoning for Safer Code Generation Jiawei Liu, Nirav Diwan, Zhe Wang, Haoyu Zhai, Xiaona Zhou, Kiet A. Nguyen, Tianjiao Yu, Muntasir Wahed, Yinlin Deng, Hadjer Benkraouda, Yuxiang Wei, Lingming Zhang, Ismini Lourentzou, Gang Wang

NeurIPS 2024 Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? Yinlin Deng, Chunqiu Steven Xia, Zhezhen Cao, Meiziniu Li, Lingming Zhang

ICLR 2024 ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis Kensen Shi, Joey Hong, Yinlin Deng, Pengcheng Yin, Manzil Zaheer, Charles Sutton

ICML 2024 NExT: Teaching Large Language Models to Reason About Code Execution Ansong Ni, Miltiadis Allamanis, Arman Cohan, Yinlin Deng, Kensen Shi, Charles Sutton, Pengcheng Yin