584 citations · 605 across the 5 of their papers we have counts for
Showing 2020Show all
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cs.LG2020★ 3 cited
Breaking the Expressive Bottlenecks of Graph Neural Networks
Mingqi Yang, Yanming Shen, Heng Qi +1
Recently, the Weisfeiler-Lehman (WL) graph isomorphism test was used to measure the expressiveness of graph neural networks (GNNs), showing that the neighborhood aggregation GNNs w…
eess.SP2020★ 584 cited
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions
Xueyan Yin, Genze Wu, Jinze Wei +3
Traffic prediction plays an essential role in intelligent transportation system. Accurate traffic prediction can assist route planing, guide vehicle dispatching, and mitigate traff…