Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Networkby Zesheng Liu, Maryam…
Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrationsby Niklas Freymuth, Philipp Dahlinger,…
Solarcast-ML: Per Node GraphCast Extension for Solar Energy Productionby Cale Colony, Razan AndiganiFirst submitted to…
PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Securityby Louis Van Langendonck, Ismael…
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphsby Kun Wang, Guibin Zhang,…
Global-Local Graph Neural Networks for Node-Classificationby Moshe Eliasof, Eran TreisterFirst submitted to arxiv on: 16…
Graph Neural Reaction Diffusion Modelsby Moshe Eliasof, Eldad Haber, Eran TreisterFirst submitted to arxiv on:…
Graph Neural Thompson Samplingby Shuang Wu, Arash A. AminiFirst submitted to arxiv on: 15 Jun…
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Spaceby Mohamed Amine Ketata, Nicholas Gao,…
Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networksby Aleksandar Pavlovic, Emanuel Sallinger, Steven…