conftrace_

traffic flow prediction

15 papers

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Co-occurring keywords

graph neural network (3962) road network (21) spatial-temporal dependency (13) graph attention network (268) attention mechanism (4001) traffic prediction (36) spatio-temporal heterogeneity (2) dynamic graph (108) time series forecasting (364) self-supervised learning (3777)

Papers

Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026
Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025
Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning AAAI 2025
SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025
Multivariate Time Series Forecasting By Graph Attention Networks With Theoretical Guarantees AISTATS 2024
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023
Approximately Equivariant Graph Networks NIPS 2023
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction AAAI 2022
DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022
Traffic Flow Prediction with Vehicle Trajectories AAAI 2021
Stochastic Deep Gaussian Processes over Graphs NIPS 2020
Self-Attention ConvLSTM for Spatiotemporal Prediction AAAI 2020
GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019