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Xinliang Liu
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Year
ACMP: Allen-Cahn Message Passing for Graph Neural Networks with Particle Phase Transition
Y Wang, K Yi, X Liu, YG Wang, S Jin
ICLR 2023 (Spotlight), 2022
43*2022
Mitigating spectral bias for the multiscale operator learning
X Liu, B Xu, S Cao, L Zhang
Journal of Computational Physics, 112944, 2024
20*2024
Well-conditioned spectral transforms for dynamic graph representation
B Zhou, X Liu, Y Liu, Y Huang, P Lio, YG Wang
Learning on Graphs Conference, 12: 1-12: 19, 2022
8*2022
Generalized rough polyharmonic splines for multiscale pdes with rough coefficients
X Liu, L Zhang, S Zhu
Numer. Math. Theor. Meth. Appl. 14 (4), 862-892., 2021
52021
Iterated numerical homogenization for multiscale elliptic equations with monotone nonlinearity
X Liu, E Chung, L Zhang
Multiscale Modeling & Simulation 19 (4), 1601-1632, 2021
52021
Framelet message passing
X Liu, B Zhou, C Zhang, YG Wang
arXiv preprint arXiv:2302.14806, 2023
32023
MgNO: Efficient Parameterization of Linear Operators via Multigrid
J He, X Liu, J Xu
ICLR 2024, 2023
22023
Optimal control for multiscale equations with rough coefficients
Y Chen, X Liu, J Zeng, L Zhang
Journal of Computational Mathematics 41 (5), 842-866, 2021
1*2021
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