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most citedLearning to Rank Critical Road Segments via Heterogeneous Graphs with Origin-Destination Flow Integration

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cs.LG2026

Continuous Cross-Domain Traffic State Prediction via Memory-Augmented Graph Liquid Time-Constant Networks

Jinrong Xiang, Ming Xu

Traffic state prediction is a fundamental task in intelligent transportation systems. In practical applications, some regions suffer from limited traffic observations due to insuff…