53 citations · 114 across the 19 of their papers we have counts for
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cs.LG2023★ 2 cited
Chasing Fairness in Graphs: A GNN Architecture Perspective
Zhimeng Jiang, Xiaotian Han, Chao Fan +4
There has been significant progress in improving the performance of graph neural networks (GNNs) through enhancements in graph data, model architecture design, and training strateg…
cs.LG2023★ 1 cited
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation
Zhewei Liu, Lipai Huang, Chao Fan +1
Generating realistic human flows across regions is essential for our understanding of urban structures and population activity patterns, enabling important applications in the fiel…
stat.AP2023★ 2 cited
Mobility Behaviors Shift Disparity in Flood Exposure in U.S. Population Groups
Bo Li, Chan Fan, Yu-Heng Chien +2
Current characterization of flood exposure is largely based on residential location of populations; however, location of residence only partially captures the extent to which popul…