Pengmei, Zihan

3 publications

ICLR 2025 Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer Zihan Pengmei, Zhengyuan Shen, Zichen Wang, Marcus D. Collins, Huzefa Rangwala

NeurIPSW 2023 Beyond MD17: The xxMD Dataset as a Chemically Meaningful Benchmark for Neural Force Fields Development Zihan Pengmei, Junyu Liu, Yinan Shu

NeurIPSW 2023 Transformers Are Efficient Hierarchical Chemical Graph Learners Zihan Pengmei, Zimu Li, Chih-chan Tien, Risi Kondor, Aaron Dinner