kvmduc / TEAM-topo-evo-traffic-forecasting
☆9Updated 6 months ago
Alternatives and similar repositories for TEAM-topo-evo-traffic-forecasting:
Users that are interested in TEAM-topo-evo-traffic-forecasting are comparing it to the libraries listed below
- ☆15Updated last year
- ☆28Updated 10 months ago
- This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS…☆11Updated 5 months ago
- ☆11Updated 7 months ago
- ☆47Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆50Updated 7 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆36Updated 4 months ago
- ☆44Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆17Updated this week
- Official website for "Continual Learning on Graphs: Challenges, Solutions, and Opportunities"☆46Updated last year
- A curated list of papers in the intersection of multimodal LLMs and time series analysis.☆13Updated last week
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆31Updated last year
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆18Updated 7 months ago
- ☆25Updated last year
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆17Updated 10 months ago
- PyTorch Implementation of TimeFilter☆28Updated 2 months ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆46Updated last year
- Open-source code of TransGTR.☆11Updated last year
- [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting☆13Updated 3 months ago
- StableGNN-Generalizing Graph Neural Networks on Out-Of-Distribution Graphs☆22Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆17Updated 10 months ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆19Updated last week
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Updated 4 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆19Updated last year
- ☆19Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆22Updated 7 months ago
- ☆23Updated 4 months ago
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆16Updated last year