Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamicsby Matthias Karlbauer,…
Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural…
A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air…
Relaxing Graph Transformers for Adversarial Attacksby Philipp Foth, Lukas Gosch, Simon Geisler, Leo Schwinn, Stephan…
SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networksby Zhenhua Huang, Kunhao…
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Predictionby Seungyeon Choi, Sangmin Seo, Sanghyun ParkFirst…
Graph Neural Network Causal Explanation via Neural Causal Modelsby Arman Behnam, Binghui WangFirst submitted to…
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphsby Ahmad Naser Eddin, Jacopo Bono, David Aparício,…
Explaining Graph Neural Networks for Node Similarity on Graphsby Daniel Daza, Cuong Xuan Chu, Trung-Kien…
Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attentionby Tongzhou Liao, Barnabás PóczosFirst submitted to…