Joshua Southern

14 papers A* 3B 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Disentangling multispecific antibody function with graph neural networks.
CoRR
Joshua Southern, Changpeng Lu, Santrupti Nerli, Samuel Don Stanton, Andrew M. Watkins, Franziska Seeger, Frédéric A. Dreyer
2025 A* conf
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality.
ICML
Joshua Southern, Yam Eitan, Guy Bar-Shalom, Michael M. Bronstein, Haggai Maron, Fabrizio Frasca
2025 J jnl
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality.
CoRR
Joshua Southern, Yam Eitan, Guy Bar-Shalom, Michael M. Bronstein, Haggai Maron, Fabrizio Frasca
2025 A* conf
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity.
ICLR
Joshua Southern, Francesco Di Giovanni, Michael M. Bronstein, Johannes F. Lutzeyer
2024 J jnl
Optimizing Ingredient Substitution Using Large Language Models to Enhance Phytochemical Content in Recipes.
CoRR
Luis Rita, Joshua Southern, Ivan Laponogov, Kyle Higgins, Kirill A. Veselkov
2024 J jnl
Optimizing Ingredient Substitution Using Large Language Models to Enhance Phytochemical Content in Recipes.
Mach. Learn. Knowl. Extr.
Luis Rita, Joshua Southern, Ivan Laponogov, Kyle Higgins, Kirill A. Veselkov
2024 J jnl
The Helicobacter pylori AI-Clinician: Harnessing Artificial Intelligence to Personalize H. pylori Treatment Recommendations.
CoRR
Kyle Higgins, Olga P. Nyssen, Joshua Southern, Ivan Laponogov, Aida Consortium, Dennis Veselkov, Javier P. Gisbert, Tania Fleitas Kanonnikoff, Kirill A. Veselkov
2024 J jnl
Understanding Virtual Nodes: Oversmoothing, Oversquashing, and Node Heterogeneity.
CoRR
Joshua Southern, Francesco Di Giovanni, Michael M. Bronstein, Johannes F. Lutzeyer
2023 A* conf
Curvature Filtrations for Graph Generative Model Evaluation.
NeurIPS
Joshua Southern, Jeremy Wayland, Michael M. Bronstein, Bastian Rieck
2023 J jnl
Curvature Filtrations for Graph Generative Model Evaluation.
CoRR
Joshua Southern, Jeremy Wayland, Michael M. Bronstein, Bastian Rieck
2022 J jnl
A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion From Heartbeat.
IEEE Trans. Affect. Comput.
Ross Harper, Joshua Southern
2019 J jnl
A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat.
CoRR
Ross Harper, Joshua Southern
2019 J jnl
End-To-End Prediction of Emotion From Heartbeat Data Collected by a Consumer Fitness Tracker.
CoRR
Ross Harper, Joshua Southern
2019 B conf
End-To-End Prediction of Emotion from Heartbeat Data Collected by a Consumer Fitness Tracker.
ACII
Ross Harper, Joshua Southern