Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphsby Martin Hanik, Gabriele Steidl, Christoph von…
MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learningby Junwei Su, Shan Wu, Jinhui…
Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detectionby Hayoung Jo,…
ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Predictionby Jiao Huang, Qianli Xing, Jinglong…
Tensor-view Topological Graph Neural Networkby Tao Wen, Elynn Chen, Yuzhou ChenFirst submitted to arxiv on:…
A novel hybrid time-varying graph neural network for traffic flow forecastingby Ben-Ao Dai, Bao-Lin Ye,…
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregationby Ruizhe Zhang, Xinke Jiang,…
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersectionby Alessandro Bicciato, Luca Cosmo,…
Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Predictionby Haiyang Liu,…
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networksby Puja Trivedi, Mark Heimann,…