Soga, Patrick

4 publications

ICLR 2025 Graph Neural Networks Are More than Filters: Revisiting and Benchmarking from a Spectral Perspective Yushun Dong, Patrick Soga, Yinhan He, Song Wang, Jundong Li

NeurIPSW 2024 Deep Interactions for Multimodal Molecular Property Prediction Patrick Soga, Zhenyu Lei, Camille L. Bilodeau, Jundong Li

TMLR 2023 Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata Patrick Soga, David Chiang

ICLR 2023 Deep Ensembles for Graphs with Higher-Order Dependencies Steven Krieg, William Burgis, Patrick Soga, Nitesh Chawla