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spatial-temporal data

10 papers

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Co-occurring keywords · papers mentioning both

representation learning (3) graph neural network (2) gps trajectory (2) spatio-temporal data (2) trajectory generation (2) contrastive learning (2) differential attention (1) carpark availability prediction (1) urban mobility (1) trajectory-user linking (1)

Papers

ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting IJCAI 2025 Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025 Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025 Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024 Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024 DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model NeurIPS 2023 SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data NeurIPS 2023 SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis NeurIPS 2023 DeepDPM: Dynamic Population Mapping via Deep Neural Network AAAI 2019