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Author

Liangzhe Han

Observed name: Han, Liangzhe
Institution: Beihang University
ORCID: 0000-0002-1989-8231
Observed ORCID: 0000-0002-1989-8231
OpenAlex ID: A5000608590
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting
2021 · Liangzhe Han, Bowen Du, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 302
Deep spatio-temporal graph convolutional network for traffic accident prediction
2020 · Le Yu, Bowen Du, et al. · Neurocomputing · 230
Generic Dynamic Graph Convolutional Network for traffic flow forecasting
2023 · Yi Xu, Liangzhe Han, et al. · Information Fusion · 137
Landslide susceptibility prediction based on image semantic segmentation
2021 · Bowen Du, Zirong Zhao, et al. · Computers & Geosciences · 74
Positive mood-related gut microbiota in a long-term closed environment: a multiomics study based on the “Lunar Palace 365” experiment
2023 · Zikai Hao, Chen Meng, et al. · Microbiome · 63
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Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction
2022 · Liangzhe Han, Xiaojian Ma, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 42
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Multi-Semantic Path Representation Learning for Travel Time Estimation
2021 · Liangzhe Han, Bowen Du, et al. · IEEE Transactions on Intelligent Transportation Systems · 26
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction
2022 · Ruixing Zhang, Liangzhe Han, et al. · International Joint Conference on Artificial Intelligence · 23
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Temporal-aware structure-semantic-coupled graph network for traffic forecasting
2024 · Mao Chen, Liangzhe Han, et al. · Information Fusion · 22
MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting
2024 · Jingwen Tian, Liangzhe Han, et al. · Knowledge-Based Systems · 13
Multi-Faceted Route Representation Learning for Travel Time Estimation
2024 · Tianxi Liao, Liangzhe Han, et al. · IEEE Transactions on Intelligent Transportation Systems · 12
Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction
2023 · Yi Xu, Liangzhe Han, et al. · IEEE Transactions on Intelligent Transportation Systems · 12
Generating evolving region embedding with memory-based graph for dynamic urban sensing
2025 · Yi Xu, Zerong Deng, et al. · Information Fusion · 10
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling
2024 · Yi Xu, Liangzhe Han, et al. · IEEE Transactions on Knowledge and Data Engineering · 8
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling
2023 · Liangzhe Han, Ruixing Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
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Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism
2023 · Zhaohuan Wang, Yi Xu, et al. · Lecture notes in computer science · 3
JiuTian·Chuanliu: A Large Spatiotemporal Model for General-purpose Dynamic Urban Sensing
2025 · Liangzhe Han, Leilei Sun, et al. · ACM Transactions on Intelligent Systems and Technology · 2
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Position-Aware Neighbor Aggregation for Dynamic Link Prediction
2025 · Yumeng Zhou, Mingzhe Liu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2
Spatial Semantic Learning for Travel Time Estimation
2022 · Yi Xu, Leilei Sun, et al. · Lecture notes in computer science · 2
SimPRL: A Simple Contrastive Learning for Path Representation Learning by Joint GPS Trajectories and Road Paths
2025 · Tianxi Liao, Xuxiang Ta, et al. · IEEE Transactions on Intelligent Transportation Systems · 1
Large-scale Human Mobility Data Regeneration for Open Urban Research
2025 · Ruixing Zhang, Yunqi Liu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 1
Zoom-Based AutoEncoder for Origin-Destination Demand Prediction
2023 · Xiaojian Ma, Liangzhe Han, et al. · Lecture notes in computer science · 1
Sampling Spatial-Temporal Attention Network for Traffic Forecasting
2023 · Mao Chen, Yi Xu, et al. · Lecture notes in computer science · 1
SemAlign-TS Processed Experimental Data
2026 · Ji, Hongbang, Jia, Yitao, et al. · Zenodo (CERN European Organization for Nuclear Research)
SemAlign-TS: Observable Semantic Alignment for Controllable Text-to-Time-Series Generation
2026 · Ji, Hongbang, Jia, Yitao, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 60
Citation count: 991
H-index: 12
I10-index: 13
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