Xinliang Liu

3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (8)

Conferences

ICLR (2) NIPS (1)

Top co-authors

Yuelin Wang (1) Juncai He (1) Kai Yi (1) Yahong Yang (1) Shi Jin (1) Jinchao Xu (1) Yu Guang Wang (1) Wenrui Hao (1)

Keywords

nonlinear partial differential equation (1) neural operator (1) scientific machine learning (1) newton solver (1)

Papers

Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations NIPS 2024

MgNO: Efficient Parameterization of Linear Operators via Multigrid ICLR 2024

ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks ICLR 2023