Shouheng Li

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge

Conferences

ICLR (2) AAAI (1) ICML (1)

Top co-authors

Qing Wang (4) Dongwoo Kim (3) Dillon Ze Chen (1) Asiri Wijesinghe (1) Muhammad Farhan (1) Floris Geerts (1)

Keywords

graph neural network (2) graph representation (1) weisfeiler-lehman test (1) node classification (1) graph search (1) breadth-first search (1) vertex colouring (1) depth-first search (1) spectral clustering (1) graph restructuring (1)

Papers

Towards Bridging Generalization and Expressivity of Graph Neural Networks ICLR 2025

Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023

$\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks ICLR 2023

Local Vertex Colouring Graph Neural Networks ICML 2023