2 papers
cs.CV2026
polyDAG: Polynomial Acyclicity Constraints for Efficient Continuous Causal Discovery in Visual Semantic Graphs
Wenhao Zhang, Ramin Ramezani, Tao Han +2
Modern image-analysis pipelines often convert images into structured semantic variables, such as facial attributes, object concepts, and scene descriptors. Learning directed depend…
cs.LG2023
Adaptive Graph Convolution Networks for Traffic Flow Forecasting
Zhengdao Li, Wei Li, Kai Hwang
Traffic flow forecasting is a highly challenging task due to the dynamic spatial-temporal road conditions. Graph neural networks (GNN) has been widely applied in this task. However…