conftrace_

spatio-temporal forecasting

19 papers

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Also known as

STF

Co-occurring keywords

graph neural network (3962) time series forecasting (364) weather prediction (20) deep learning (2118) meteorological forecasting (5) dynamic graph (108) time series (435) attention mechanism (4001) uncertainty quantification (1393) transfer learning (5449)

Papers

ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model AAAI 2026
Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting AAAI 2026
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach AAAI 2025
Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems ICCV 2025
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025
RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming IJCAI 2025
Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting AAAI 2025
A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NIPS 2024
Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning IJCAI 2024
AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023
Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations AISTATS 2023
Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting AAAI 2022
Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022
Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention IJCAI 2022
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting ICML 2021
FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting AAAI 2021
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model ICML 2021
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019