Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

T Liao, B Póczos - arxiv preprint arxiv:2407.05649, 2024 - arxiv.org
Graph Neural Networks (GNNs) have become important tools for machine learning on graph-
structured data. In this paper, we explore the synergistic combination of graph encoding …

Short term traffic prediction using local information

RJ Dijkhuizen - 2025 - repository.tudelft.nl
This thesis presents localized methods for traffic prediction and analysis. The prediction
method presents an extension of a state-of-the-art Graph Neural Network inspired by traffic …