Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs. - Shouheng Li; Dongwoo Kim 002; Qing Wang 002 (ECML/PKDD (2), 2021)

Restructuring Graph for Higher Homophily via Learnable Spectral Clustering. - Shouheng Li; Dongwoo Kim 002; Qing Wang 002 (CoRR, 2022)

Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering. - Shouheng Li; Dongwoo Kim 002; Qing Wang 002 (AAAI, 2023)

𝒩-WL: A New Hierarchy of Expressivity for Graph Neural Networks. - Qing Wang 002; Dillon Ze Chen; Asiri Wijesinghe; Shouheng Li; Muhammad Farhan (ICLR, 2023)

Local Vertex Colouring Graph Neural Networks. - Shouheng Li; Dongwoo Kim 002; Qing Wang 002 (ICML, 2023)

Generalization of Graph Neural Networks through the Lens of Homomorphism. - Shouheng Li; Dongwoo Kim 002; Qing Wang 002 (CoRR, 2024)

Towards Bridging Generalization and Expressivity of Graph Neural Networks. - Shouheng Li; Floris Geerts; Dongwoo Kim 002; Qing Wang 002 (ICLR, 2025)