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STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction.

, , , and . CoRR, (2023)

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An Efficient Algorithm for Deep Stochastic Contextual Bandits., , , , and . AAAI, page 11193-11201. AAAI Press, (2021)Spectral vertex sparsifiers and pair-wise spanners over distributed graphs., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 12890-12900. PMLR, (2021)Dynamic Graph Convolution Network with Spatio-Temporal Attention Fusion for Traffic Flow Prediction., , , and . CoRR, (2023)Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction., , and . CoRR, (2024)Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction., , , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 1633-1640. IOS Press, (2023)Improved Sourcewise Roundtrip Spanners with Constant Stretch., and . COCOON (1), volume 14422 of Lecture Notes in Computer Science, page 297-309. Springer, (2023)Escaping Saddle Points with Stochastically Controlled Stochastic Gradient Methods., , , and . CoRR, (2021)Multi-Scale Spatial-Temporal Recurrent Networks for Traffic Flow Prediction., , , and . CoRR, (2023)An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning., , , and . AAAI, page 1585-1592. AAAI Press, (2020)Efficient Optimal Pick-up and Drop-off Point Recommendation for Ride-hailing Services., , , and . ICWS, page 124-130. IEEE, (2023)