by Yunfeng Liao Papers

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Conference

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Boundary-Value PDEs Meet Higher-Order Differential Topology-aware GNNs

Yunfeng Liao, Yangxin Wu, Xiucheng Li

NEURIPS 2025spotlight

Curvature-aware Graph Attention for PDEs on Manifolds

Yunfeng Liao, Jiawen Guan, Xiucheng Li

ICML 2025