Graph Neural Network for Model Selection using Time Series Data

A Survey on Graph Neural Networks for Time Series

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1D Convolutional Neural Networks for Time Series Modeling - Nathan Janos, Jeff Roach

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Friendly Introduction to Temporal Graph Neural Networks (and some Traffic Forecasting)

Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs

An Introduction to Graph Neural Networks: Models and Applications

Graph Deep Learning for Time Series Forecasting

a survey on graph neural networks for time series

NeurIPS Time Series - TPGNN: Multivariate Time-Series Forecasting (13/15)

Latent Graph Learning for Time Series, Labels, and Concepts - Tengfei Ma

Temporal Graph Neural Networks for Irregular Data, AISTATS 2023 Presentation

Benchmarking Graph Neural Networks for Time Series Data

Multi-Context Graph Neural Networks for Enhanced... - Luciano Nocera - NIH/ODSS - ISMB 2024

How to explain Graph Neural Networks (with XAI)

ICML 2022 - Temporal Multiresolution Graph Neural Networks For Epidemic Prediction

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