2 papers
cs.LG2026
Efficient Traffic Forecasting on Large-Scale Road Network by Regularized Adaptive Graph Convolution
Kaiqi Wu, Weiyang Kong, Sen Zhang +2
Traffic prediction is a critical task in spatial-temporal forecasting with broad applications in travel planning and urban management. To model the complex spatial-temporal depende…
cs.LG2025
GraphSparseNet: a Novel Method for Large Scale Traffic Flow Prediction
Weiyang Kong, Kaiqi Wu, Sen Zhang +1
Traffic flow forecasting is a critical spatio-temporal data mining task with wide-ranging applications in intelligent route planning and dynamic traffic management. Recent advancem…