Shouheng Li

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Spectral Clustering

Top Venues

Publications

Shouheng Li, Dongwoo Kim, Qing Wang
Generalization of Graph Neural Networks through the Lens of Homomorphism. CoRR (2024)
Shouheng Li, Dongwoo Kim, Qing Wang
Local Vertex Colouring Graph Neural Networks. CoRR (2024)
Shouheng Li, Dongwoo Kim, Qing Wang
Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering. AAAI (2023)
Qing Wang, Dillon Ze Chen, Asiri Wijesinghe, Shouheng Li, Muhammad Farhan
𝒩-WL: A New Hierarchy of Expressivity for Graph Neural Networks. ICLR (2023)
Shouheng Li, Dongwoo Kim, Qing Wang
Local Vertex Colouring Graph Neural Networks. ICML (2023)
Shouheng Li, Dongwoo Kim, Qing Wang
Restructuring Graph for Higher Homophily via Learnable Spectral Clustering. CoRR (2022)
Shouheng Li, Dongwoo Kim, Qing Wang
Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs. ECML/PKDD (2) (2021)