Li, Shiqian

5 publications

ICLR 2026 Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields Shiqian Li, Ruihong Shen, Junfeng Ni, Chang Pan, Chi Zhang, Yixin Zhu

ICLR 2026 Neural Force Field: Few-Shot Learning of Generalized Physical Reasoning Shiqian Li, Ruihong Shen, Yaoyu Tao, Chi Zhang, Yixin Zhu

NeurIPS 2025 GlobalTomo: A Global Dataset for Physics-ML Seismic Wavefield Modeling and FWI Shiqian Li, Zhi Li, Zhancun Mu, Shiji Xin, Zhixiang Dai, Kuangdai Leng, Ruihua Zhang, Xiaodong Song, Yixin Zhu

ICLR 2024 I-PHYRE: Interactive Physical Reasoning Shiqian Li, Kewen Wu, Chi Zhang, Yixin Zhu

NeurIPS 2022 On the Learning Mechanisms in Physical Reasoning Shiqian Li, Kewen Wu, Chi Zhang, Yixin Zhu