Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting. - Liangzhe Han; Bowen Du 001; Leilei Sun; Yanjie Fu; Yisheng Lv; Hui Xiong 001 (KDD, 2021)

Landslide susceptibility prediction based on image semantic segmentation. - Bowen Du 001; Zirong Zhao; Xiao Hu 006; Guanghui Wu; Liangzhe Han; Leilei Sun; Qiang Gao (Comput. Geosci., 2021)

Deep spatio-temporal graph convolutional network for traffic accident prediction. - Le Yu 004; Bowen Du 001; Xiao Hu 006; Leilei Sun; Liangzhe Han; Weifeng Lv (Neurocomputing, 2021)

Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. - Ruixing Zhang; Liangzhe Han; Boyi Liu 002; Jiayuan Zeng; Leilei Sun (IJCAI, 2022)

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction. - Liangzhe Han; Xiaojian Ma 004; Leilei Sun; Bowen Du 001; Yanjie Fu; Weifeng Lv; Hui Xiong 001 (KDD, 2022)

Spatial Semantic Learning for Travel Time Estimation. - Yi Xu 013; Leilei Sun; Bowen Du 001; Liangzhe Han (KSEM (3), 2022)

Zoom-Based AutoEncoder for Origin-Destination Demand Prediction. - Xiaojian Ma 004; Liangzhe Han; Gang Wang 058; Xu Liu; Tongyu Zhu (PRICAI (1), 2022)

Multi-Semantic Path Representation Learning for Travel Time Estimation. - Liangzhe Han; Bowen Du 001; Jingjing Lin; Leilei Sun; Xucheng Li; Yizhou Peng (IEEE Trans. Intell. Transp. Syst., 2022)

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling. - Liangzhe Han; Ruixing Zhang; Leilei Sun; Bowen Du 001; Yanjie Fu; Tongyu Zhu (AAAI, 2023)

Sampling Spatial-Temporal Attention Network for Traffic Forecasting. - Mao Chen 007; Yi Xu 013; Liangzhe Han; Leilei Sun (KSEM (2), 2023)

Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism. - Zhaohuan Wang; Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun (KSEM (4), 2023)

Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing. - Ruixing Zhang; Liangzhe Han; Leilei Sun; Yunqi Liu; Jibin Wang; Weifeng Lv (CoRR, 2023)

Generic Dynamic Graph Convolutional Network for traffic flow forecasting. - Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (Inf. Fusion, 2023)

Temporal-aware structure-semantic-coupled graph network for traffic forecasting. - Mao Chen 007; Liangzhe Han; Yi Xu 013; Tongyu Zhu; Jibin Wang; Leilei Sun (Inf. Fusion, 2024)

MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting. - Jingwen Tian; Liangzhe Han; Mao Chen 007; Yi Xu 013; Zhuo Chen; Tongyu Zhu; Leilei Sun; Weifeng Lv (Knowl. Based Syst., 2024)

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction. - Yi Xu 013; Liangzhe Han; Tongyu Zhu; Leilei Sun; Bowen Du 001; Weifeng Lv (IEEE Trans. Intell. Transp. Syst., 2024)

Multi-Faceted Route Representation Learning for Travel Time Estimation. - Tianxi Liao; Liangzhe Han; Yi Xu 013; Tongyu Zhu; Leilei Sun; Bowen Du 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. - Yi Xu 013; Liangzhe Han; Leilei Sun; Bowen Du 001; Chuanren Liu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Large-scale Human Mobility Data Regeneration for Open Urban Research. - Ruixing Zhang; Yunqi Liu; Liangzhe Han; Leilei Sun; Chuanren Liu; Jibin Wang; Weifeng Lv (KDD (1), 2025)

Generating evolving region embedding with memory-based graph for dynamic urban sensing. - Yi Xu 013; Zerong Deng 001; Tongyu Zhu; Liangzhe Han; Leilei Sun; Zhuo Chen; Hao Sheng (Inf. Fusion, 2025)