Bingbing Xu

Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning

Bingbing Xu, Huawei Shen, Qi Cao et al. · 2019 · 147 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +11

When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

Yuchen Fang, Yanjun Qin, Haiyong Luo et al. · 2023 · 93 citations

Engineering, Machine Learning, Spatiotemporal Data Fusion +18

Graph Wavelet Neural Network

Bingbing Xu, Huawei Shen, Qi Cao et al. · arXiv (Cornell University) · 2019 · 78 citations · Full text

Convolutional Neural Network, Graph Fourier Transform, Graph Representation Learning +12

Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field

Bingbing Xu, Huawei Shen, Bingjie Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 70 citations · Full text

Fraud Detection, Artificial Intelligence, Engineering +16

Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification

Bingbing Xu, Junjie Huang, Liang Hou et al. · 2020 · 46 citations

Graph Neural Networks, Graph Representation Learning, Graph Theory +14