conftrace_

spatio-temporal datum

36 papers

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Co-occurring keywords

time series forecasting (364) representation learning (6206) graph neural network (3962) data imputation (42) large language model (13587) time series (435) gaussian process (1200) disease surveillance (23) tensor decomposition (375) remote sensing (346)

Papers

Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation AAAI 2026
Spatio-Temporal Hierarchical Causal Models AAAI 2026
Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025
ml4xcube: Machine Learning Toolkits for Earth System Data Cubes AAAI 2025
Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025
How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset NAACL 2025
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities NIPS 2024
Learning from Highly Sparse Spatio-temporal Data NIPS 2024
Personalized Federated Learning for Cross-City Traffic Prediction IJCAI 2024
Feature Transportation Improves Graph Neural Networks AAAI 2024
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling NIPS 2023
Learning Gaussian Mixture Representations for Tensor Time Series Forecasting IJCAI 2023
Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data JMLR 2023
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean NIPS 2023
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery NIPS 2022
Multi-Type Urban Crime Prediction AAAI 2022
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data IJCAI 2021
Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021
Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting AAAI 2021
Spatio-temporal alignments: Optimal transport through space and time AISTATS 2020