Prompting Visual-Language Models for Efficient Video Understanding. - Chen Ju; Tengda Han; Kunhao Zheng; Ya Zhang 002; Weidi Xie (ECCV (35), 2022)

miniF2F: a cross-system benchmark for formal Olympiad-level mathematics. - Kunhao Zheng; Jesse Michael Han; Stanislas Polu (ICLR, 2022)

Distilling Vision-Language Pre-Training to Collaborate with Weakly-Supervised Temporal Action Localization. - Chen Ju; Kunhao Zheng; Jinxiang Liu; Peisen Zhao; Ya Zhang 002; Jianlong Chang; Qi Tian 001; Yanfeng Wang 001 (CVPR, 2023)

D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory. - Tianbo Li; Min Lin; Zheyuan Hu 002; Kunhao Zheng; Giovanni Vignale; Kenji Kawaguchi; A. H. Castro Neto; Kostya S. Novoselov; Shuicheng Yan (ICLR, 2023)

Formal Mathematics Statement Curriculum Learning. - Stanislas Polu; Jesse Michael Han; Kunhao Zheng; Mantas Baksys; Igor Babuschkin; Ilya Sutskever (ICLR, 2023)

RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning. - Jonas Gehring; Kunhao Zheng; Jade Copet; Vegard Mella; Taco Cohen; Gabriel Synnaeve (CoRR, 2024)

What Makes Large Language Models Reason in (Multi-Turn) Code Generation? - Kunhao Zheng; Juliette Decugis; Jonas Gehring; Taco Cohen; Benjamin Négrevergne; Gabriel Synnaeve (CoRR, 2024)

The KoLMogorov Test: Compression by Code Generation. - Ori Yoran; Kunhao Zheng; Fabian Gloeckle; Jonas Gehring; Gabriel Synnaeve; Taco Cohen (ICLR, 2025)

What Makes Large Language Models Reason in (Multi-Turn) Code Generation? - Kunhao Zheng; Juliette Decugis; Jonas Gehring; Taco Cohen; Benjamin NéXuanjinggrevergne; Gabriel Synnaeve (ICLR, 2025)

PILAF: Optimal Human Preference Sampling for Reward Modeling. - Yunzhen Feng; Ariel Kwiatkowski; Kunhao Zheng; Julia Kempe; Yaqi Duan (CoRR, 2025)

Soft Policy Optimization: Online Off-Policy RL for Sequence Models. - Taco Cohen; David W. Zhang; Kunhao Zheng; Yunhao Tang; Rémi Munos; Gabriel Synnaeve (CoRR, 2025)

Optimizing Language Models for Inference Time Objectives using Reinforcement Learning. - Yunhao Tang; Kunhao Zheng; Gabriel Synnaeve; Rémi Munos (CoRR, 2025)