Patrick Soga

12 papers A* 1A 1B 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A conf
MolEdit: Knowledge Editing for Multimodal Molecule Language Models.
WSDM
Zhenyu Lei, Patrick Soga, Yaochen Zhu, Yinhan He, Yushun Dong, Jundong Li
2025 — conf
Deep Interactions for Multimodal Molecular Property Prediction.
PAKDD (2)
Patrick Soga, Zhenyu Lei, Camille L. Bilodeau, Jundong Li
2025 — conf
Energy-Based Models for Predicting Mutational Effects on Proteins.
KDD (2)
Patrick Soga, Zhenyu Lei, Yinhan He, Camille L. Bilodeau, Jundong Li
2025 J jnl
Energy-Based Models for Predicting Mutational Effects on Proteins.
CoRR
Patrick Soga, Zhenyu Lei, Yinhan He, Camille L. Bilodeau, Jundong Li
2025 A* conf
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective.
ICLR
Yushun Dong, Patrick Soga, Yinhan He, Song Wang, Jundong Li
2025 J jnl
MolEdit: Knowledge Editing for Multimodal Molecule Language Models.
CoRR
Zhenyu Lei, Patrick Soga, Yaochen Zhu, Yinhan He, Yushun Dong, Jundong Li
2025 B conf
VirtualGCN - Enhancing Graph Collaborative Filtering with Virtual Interactions.
IEEE Big Data
Patrick Soga, Yushun Dong, Yaochen Zhu, Jundong Li, Tong Zhao, Neil Shah
2024 J jnl
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction.
CoRR
Yinhan He, Zaiyi Zheng, Patrick Soga, Yaozhen Zhu, Yushun Dong, Jundong Li
2024 — conf
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs.
EMNLP (Findings)
Yinhan He, Zaiyi Zheng, Patrick Soga, Yaochen Zhu, Yushun Dong, Jundong Li
2024 J jnl
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective.
CoRR
Yushun Dong, Patrick Soga, Yinhan He, Song Wang, Jundong Li
2024 — conf
SaludConectaMX: Lessons Learned from Deploying a Cooperative Mobile Health System for Pediatric Cancer Care in Mexico.
CSCW Companion
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
2024 J jnl
SaludConectaMX: Lessons Learned from Deploying a Cooperative Mobile Health System for Pediatric Cancer Care in Mexico.
CoRR
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