GitHub

City2Graph: GeoAI with Graph Neural Networks (GNNs) and Spatial Network Analysis

This installs the core functionality without PyTorch and PyTorch Geometric. To use PyTorch and PyTorch Geometric with City2Graph installed from conda-forge, you need to manually add these libraries to ...
IEEE

Making Sense of Communities: A Survey on XAI Techniques in Graph Community Detection

Abstract: Community detection in large-scale graphs is vital for understanding the underlying structure of real-world systems such as social, biological, and citation networks. With the rise of Graph ...
IEEE

Decision-Making Model for Autonomous Vehicles at Unsignalized Intersections Using Graph Neural Network-Based Deep Reinforcement Learning

Abstract: Dynamic traffic flows at unsignalized intersections generate complex interaction cascades among different traffic participants, where indirect behavioral influences propa gate through ...