Meng, Haoming

5 publications

ICLR 2026 Beyond Magnitude: Leveraging Direction of RLVR Updates for LLM Reasoning Kexin Huang, Haoming Meng, Junkang Wu, Jinda Lu, Chiyu Ma, Ziqian Chen, Xue Wang, Bolin Ding, Jiancan Wu, Xiang Wang, Xiangnan He, Guoyin Wang, Jingren Zhou

ICLR 2026 Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs Haoming Meng, Kexin Huang, Shaohang Wei, Chiyu Ma, Shuo Yang, Xue Wang, Guoyin Wang, Bolin Ding, Jingren Zhou

ICLR 2025 Transformer Block Coupling and Its Correlation with Generalization in LLMs Murdock Aubry, Haoming Meng, Anton Sugolov, Vardan Papyan

TMLR 2024 Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks Xingpeng Sun, Haoming Meng, Souradip Chakraborty, Amrit Bedi, Aniket Bera

ICLR 2024 Pushing Boundaries: Mixup's Influence on Neural Collapse Quinn LeBlanc Fisher, Haoming Meng, Vardan Papyan