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20222026
most citedGraph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective

2 citations · 5 across the 13 of their papers we have counts for

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2 papers · 1 filter

cs.LG2024★ 2 cited

FusionTransNet for Smart Urban Mobility: Spatiotemporal Traffic Forecasting Through Multimodal Network Integration

Binwu Wang, Yan Leng, Guang Wang +1

This study develops FusionTransNet, a framework designed for Origin-Destination (OD) flow predictions within smart and multimodal urban transportation systems. Urban transportation…

cs.LG2024

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution

Zhengyang Zhou, Qihe Huang, Binwu Wang +4

Spatiotemporal (ST) learning has become a crucial technique to enable smart cities and sustainable urban development. Current ST learning models capture the heterogeneity via vario…