Yiheng Du

5 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9)

Conferences

ICLR (4) ICML (1)

Top co-authors

Bohang Zhang (3) Liwei Wang (3) Jingchu Gai (2) Aditi S. Krishnapriyan (2) Nithin Chalapathi (2) Di He (2) Guhao Feng (1) Qiwei Ye (1) Haggai Maron (1)

Keywords

graph representation (1) weisfeiler-lehman test (1) expressive power (1) subgraph neural network (1) architecture design (1) graph neural network (1) subgraph isomorphism (1)

Papers

Homomorphism Expressivity of Spectral Invariant Graph Neural Networks ICLR 2025

Neural Spectral Methods: Self-supervised learning in the spectral domain ICLR 2024

Scaling physics-informed hard constraints with mixture-of-experts ICLR 2024

Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness ICLR 2024

A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests ICML 2023