DNN-based prediction model for spatio-temporal data. - Junbo Zhang; Yu Zheng 004; Dekang Qi; Ruiyuan Li; Xiuwen Yi (SIGSPATIAL/GIS, 2016)

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction. - Junbo Zhang; Yu Zheng 004; Dekang Qi (AAAI, 2017)

Predicting citywide crowd flows using deep spatio-temporal residual networks. - Junbo Zhang; Yu Zheng 004; Dekang Qi; Ruiyuan Li; Xiuwen Yi; Tianrui Li 001 (Artif. Intell., 2018)

Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning. - Junbo Zhang; Yu Zheng 004; Junkai Sun; Dekang Qi (IEEE Trans. Knowl. Data Eng., 2020)

Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. - Zhewen Duan; Xiuwen Yi; Peng Li; Dekang Qi; Yexin Li; Haoran Xu 003; Yanyong Huang; Junbo Zhang; Yu Zheng 004 (DASFAA (2), 2022)

Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. - Dekang Qi; Xiuwen Yi; Chengjie Guo; Yanyong Huang; Junbo Zhang; Tianrui Li 001; Yu Zheng 004 (KDD, 2024)