Unrestricted Adversarial Samples Based on Non-semantic Feature Clusters Substitution

no code implementations • 31 Aug 2022 • Mingwei Zhou, Xiaobing Pei

Most current methods generate adversarial examples with the $L_p$ norm specification.

MAF-GNN: Multi-adaptive Spatiotemporal-flow Graph Neural Network for Traffic Speed Forecasting

no code implementations • 8 Aug 2021 • Yaobin Xu, Weitang Liu, Zhongyi Jiang, Zixuan Xu, Tingyun Mao, Lili Chen, Mingwei Zhou

In this paper, we propose a Multi-adaptive Spatiotemporal-flow Graph Neural Network (MAF-GNN) for traffic speed forecasting.