Hongyuan Ma

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting

Hao Peng, Hongfei Wang, Bowen Du et al. · Information Sciences · 2020 · 318 citations

Transport Network Analysis, Network Flows, Network Science +10

Hierarchical Graph Transformer-Based Deep Learning Model for Large-Scale Multi-Label Text Classification

Jibing Gong, Hongyuan Ma, Zhiyong Teng et al. · IEEE Access · 2020 · 62 citations · Full text

Structured Prediction, Graph Representation Learning, Machine Learning +17

Does high pH give a reliable assessment of the effect of alkaline soil on seed germination? A case study with Leymus chinensis (Poaceae)

Hongyuan Ma, Haoyu Yang, Xiao‐Tao Lü et al. · Plant and Soil · 2015 · 47 citations

Plant-soil Interaction, Engineering, Botany +7

Graph CNNs for Urban Traffic Passenger Flows Prediction

Jing Li, Hao Peng, Lin Liu et al. · 2018 · 39 citations

Geometric Learning, Convolutional Neural Network, Recurrent Neural Network +13

Retweeting Behavior Prediction Based on One-Class Collaborative Filtering in Social Networks

Bo Jiang, Jiguang Liang, Ying Sha et al. · 2016 · 35 citations

Engineering, Behavior Prediction, User Personal Preference +22