Huang, Xinquan

3 publications

ICLR 2026 CFO: Learning Continuous-Time PDE Dynamics via Flow-Matched Neural Operators Xianglong Hou, Xinquan Huang, Paris Perdikaris

ICML 2023 NeuralStagger: Accelerating Physics-Constrained Neural PDE Solver with Spatial-Temporal Decomposition Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu

NeurIPSW 2021 Single Reference Frequency Loss for Multi-Frequency Wavefield Representation Using Physics-Informed Neural Networks Xinquan Huang, Tariq Alkhalifah