Patrick Soga

Orcid: 0000-0001-8585-9241

According to our database1, Patrick Soga authored at least 6 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Energy-Based Models for Predicting Mutational Effects on Proteins.
CoRR, August, 2025

Deep Interactions for Multimodal Molecular Property Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction.
CoRR, 2024

Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024



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