Liangzhe Han

28 papers A* 4A 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Asymdapter: Asymmetric adapter architecture for efficient fine-tuning of segment-based trajectory representation models.
Knowl. Based Syst.
Tianxi Liao, Xuxiang Ta, Liangzhe Han, Yi Xu, Leilei Sun, Weifeng Lv
2026 J jnl
SimPRL: A Simple Contrastive Learning for Path Representation Learning by Joint GPS Trajectories and Road Paths.
IEEE Trans. Intell. Transp. Syst.
Tianxi Liao, Xuxiang Ta, Yi Xu, Liangzhe Han, Leilei Sun, Weifeng Lv
2026 J jnl
Think over Trajectories: Leveraging Video Generation to Reconstruct GPS Trajectories from Cellular Signaling.
CoRR
Ruixing Zhang, Hanzhang Jiang, Leilei Sun, Liangzhe Han, Jibin Wang, Weifeng Lv
2025 J jnl
Generating evolving region embedding with memory-based graph for dynamic urban sensing.
Inf. Fusion
Yi Xu, Zerong Deng, Tongyu Zhu, Liangzhe Han, Leilei Sun, Zhuo Chen, Hao Sheng
2025 J jnl
JiuTian Chuanliu: A Large Spatiotemporal Model for General-purpose Dynamic Urban Sensing.
CoRR
Liangzhe Han, Leilei Sun, Tongyu Zhu, Tao Tao, Jibin Wang, Weifeng Lv
2025 — conf
Large-scale Human Mobility Data Regeneration for Open Urban Research.
KDD (1)
Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Chuanren Liu, Jibin Wang, Weifeng Lv
2025 — conf
Position-Aware Neighbor Aggregation for Dynamic Link Prediction.
KDD (2)
Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Chuanren Liu, Tongyu Zhu
2025 A conf
Urban In-context Learning: A New Paradigm for Urban Indicator Prediction.
CIKM
Zerong Deng, Liangzhe Han, Tongyu Zhu, Ziqi Miao, Yi Xu, Leilei Sun
2024 J jnl
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling.
IEEE Trans. Knowl. Data Eng.
Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong
2024 J jnl
Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2024 J jnl
MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting.
Knowl. Based Syst.
Jingwen Tian, Liangzhe Han, Mao Chen, Yi Xu, Zhuo Chen, Tongyu Zhu, Leilei Sun, Weifeng Lv
2024 J jnl
Multi-Faceted Route Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst.
Tianxi Liao, Liangzhe Han, Yi Xu, Tongyu Zhu, Leilei Sun, Bowen Du
2024 J jnl
Temporal-aware structure-semantic-coupled graph network for traffic forecasting.
Inf. Fusion
Mao Chen, Liangzhe Han, Yi Xu, Tongyu Zhu, Jibin Wang, Leilei Sun
2023 J jnl
Generic Dynamic Graph Convolutional Network for traffic flow forecasting.
Inf. Fusion
Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv
2023 A* conf
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling.
AAAI
Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu
2023 — conf
Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism.
KSEM (4)
Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun
2023 J jnl
Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing.
CoRR
Ruixing Zhang, Liangzhe Han, Leilei Sun, Yunqi Liu, Jibin Wang, Weifeng Lv
2023 — conf
Sampling Spatial-Temporal Attention Network for Traffic Forecasting.
KSEM (2)
Mao Chen, Yi Xu, Liangzhe Han, Leilei Sun
2022 A* conf
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
KDD
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 J jnl
Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.
CoRR
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong
2022 A* conf
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.
IJCAI
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun
2022 J jnl
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.
CoRR
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun
2022 J jnl
Multi-Semantic Path Representation Learning for Travel Time Estimation.
IEEE Trans. Intell. Transp. Syst.
Liangzhe Han, Bowen Du, Jingjing Lin, Leilei Sun, Xucheng Li, Yizhou Peng
2022 — conf
Spatial Semantic Learning for Travel Time Estimation.
KSEM (3)
Yi Xu, Leilei Sun, Bowen Du, Liangzhe Han
2022 — conf
Zoom-Based AutoEncoder for Origin-Destination Demand Prediction.
PRICAI (1)
Xiaojian Ma, Liangzhe Han, Gang Wang, Xu Liu, Tongyu Zhu
2021 J jnl
Deep spatio-temporal graph convolutional network for traffic accident prediction.
Neurocomputing
Le Yu, Bowen Du, Xiao Hu, Leilei Sun, Liangzhe Han, Weifeng Lv
2021 A* conf
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.
KDD
Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021 J jnl
Landslide susceptibility prediction based on image semantic segmentation.
Comput. Geosci.
Bowen Du, Zirong Zhao, Xiao Hu, Guanghui Wu, Liangzhe Han, Leilei Sun, Qiang Gao