Patrick Soga

According to our database, Patrick Soga authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MolEdit: Knowledge Editing for Multimodal Molecule Language Models.

Zhenyu Lei, Patrick Soga, Yaochen Zhu, Yinhan He, Yushun Dong, Jundong Li

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

2025

Deep Interactions for Multimodal Molecular Property Prediction.

Patrick Soga, Zhenyu Lei, Camille L. Bilodeau, Jundong Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Energy-Based Models for Predicting Mutational Effects on Proteins.

Patrick Soga, Zhenyu Lei, Yinhan He, Camille L. Bilodeau, Jundong Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

VirtualGCN - Enhancing Graph Collaborative Filtering with Virtual Interactions.

Patrick Soga, Yushun Dong, Yaochen Zhu, Jundong Li, Tong Zhao, Neil Shah

Proceedings of the IEEE International Conference on Big Data, 2025

2024

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

Yinhan He, Zaiyi Zheng, Patrick Soga, Yaozhen Zhu, Yushun Dong, Jundong Li

CoRR, 2024

Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs.

Yinhan He, Zaiyi Zheng, Patrick Soga, Yaochen Zhu, Yushun Dong, Jundong Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

SaludConectaMX: Lessons Learned from Deploying a Cooperative Mobile Health System for Pediatric Cancer Care in Mexico.

Jennifer J. Schnur, Angélica García-Martínez, Patrick Soga, Karla Badillo-Urquiola, Alejandra J. Botello, Ana Calderon Raisbeck, Sugana Chawla, Josef Ernst, William Gentry, Richard P. Johnson, Michael Kennel, Jesús Robles, Madison Wagner, Elizabeth Medina, Juan Garduño Espinosa, Horacio Márquez-González, Victor Olivar-López, Luis E. Juárez-Villegas, Martha Avilés-Robles, Elisa Dorantes-Acosta, Viridia Avila, Gina Chapa-Koloffon, Elizabeth Cruz, Leticia Luis, Clara Quezada, Emanuel Orozco, Edson Serván-Mori, Martha Cordero, Rubén Martín Payo, Nitesh V. Chawla

Proceedings of the Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing, 2024