Li, Shouheng

5 publications

ICLR 2025 Towards Bridging Generalization and Expressivity of Graph Neural Networks Shouheng Li, Floris Geerts, Dongwoo Kim, Qing Wang

ICLR 2023 $\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks Qing Wang, Dillon Ze Chen, Asiri Wijesinghe, Shouheng Li, Muhammad Farhan

ICML 2023 Local Vertex Colouring Graph Neural Networks Shouheng Li, Dongwoo Kim, Qing Wang

AAAI 2023 Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering Shouheng Li, Dongwoo Kim, Qing Wang

ECML-PKDD 2021 Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs Shouheng Li, Dongwoo Kim, Qing Wang