Yanming Shen

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions

Xueyan Yin, Genze Wu, Jinze Wei et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 495 citations · Full text

Intelligent Traffic Management, Engineering, Machine Learning +13

Do Transformers Really Perform Badly for Graph Representation

Chengxuan Ying, Tianle Cai, Shengjie Luo et al. · Neural Information Processing Systems · 2021 · 384 citations

Engineering, Graph Theory, Data Science +5

A Spatial–Temporal Attention Approach for Traffic Prediction

Xiaoming Shi, Heng Qi, Yanming Shen et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 185 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Vapor phase hydrogenation of furfural to furfuryl alcohol over environmentally friendly Cu–Ca/SiO2 catalyst

Jing Wu, Yanming Shen, Changhou Liu et al. · Catalysis Communications · 2005 · 158 citations

Materials Science, Chemical Engineering, Catalytic Application +9

Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion

Hongyu Zhao, Zhelong Wang, Sen Qiu et al. · Information Fusion · 2019 · 138 citations

Gait Analysis, Adaptive Gait Detection, Kinesiology +13