Junbo Zhang

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

Junbo Zhang, Yu Zheng, Dekang Qi · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 2.2K citations · Full text

Computing, Computer Science, Forecasting +15

DNN-based prediction model for spatio-temporal data

Junbo Zhang, Yu Zheng, Dekang Qi et al. · 2016 · 661 citations

Computing, Computer Science, Data Science +15

Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning

Zheyi Pan, Yuxuan Liang, Weifeng Wang et al. · 2019 · 553 citations

Computing, Computer Science, Data Science +17

GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction

Yuxuan Liang, Songyu Ke, Junbo Zhang et al. · 2018 · 517 citations · Full text

Computing, Geoinformatics, Forecasting +16

Predicting citywide crowd flows using deep spatio-temporal residual networks

Junbo Zhang, Yu Zheng, Dekang Qi et al. · Artificial Intelligence · 2018 · 517 citations

Planning, Urban Planning, Spatial Analysis +12