yoshall / SINPA
☆11Updated 5 months ago
Alternatives and similar repositories for SINPA:
Users that are interested in SINPA are comparing it to the libraries listed below
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆44Updated 6 months ago
- ☆11Updated 3 months ago
- ☆15Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆30Updated 2 months ago
- ☆27Updated 8 months ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆23Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆40Updated 2 years ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆17Updated 3 months ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆17Updated 6 months ago
- ☆23Updated last year
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆26Updated 7 months ago
- Official repo to paper☆12Updated 2 years ago
- [ICLR'24] Official PyTorch Implementation of ContraLSP☆27Updated 10 months ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆54Updated last year
- [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection☆18Updated 7 months ago
- [ICLR 2024] Official code of RobustTSF☆19Updated last year
- add codes☆17Updated 3 years ago
- ☆17Updated 2 years ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆30Updated last year
- ICLR'2024 (Spotlight)☆17Updated 8 months ago
- ☆25Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆13Updated 10 months ago
- Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆15Updated 6 months ago
- Crawl traffic data from PEMS☆10Updated 3 years ago
- PyTorch implementation of CaST, NeurIPS-23.☆28Updated 3 months ago
- ☆26Updated 4 years ago
- ☆43Updated 2 years ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆37Updated last month