518 citations
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Showing 2022 · cs.LGShow all
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cs.LG2022★ 65 cited
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework
Xiangjie Kong, Kailai Wang, Mingliang Hou +3
Traffic flow prediction is an integral part of an intelligent transportation system and thus fundamental for various traffic-related applications. Buses are an indispensable way of…
cs.LG2022★ 38 cited
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs
Feng Xia, Lei Wang, Tao Tang +4
Graph Convolutional Networks (GCNs) have achieved impressive performance in a wide variety of areas, attracting considerable attention. The core step of GCNs is the information-pas…