zhkai / MTSF-DGLinks
Time Series Forecasting with Dynamic Graph Modeling
☆14Updated last month
Alternatives and similar repositories for MTSF-DG
Users that are interested in MTSF-DG are comparing it to the libraries listed below
Sorting:
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Updated 5 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆32Updated last year
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆28Updated last year
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆26Updated last month
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆12Updated last year
- ☆24Updated last year
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆17Updated 3 months ago
- ☆11Updated 11 months ago
- ☆24Updated last year
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆19Updated last year
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆17Updated 3 months ago
- source codes of TASSGN☆11Updated last year
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆16Updated 3 months ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆64Updated last year
- ☆32Updated 9 months ago
- ☆15Updated 2 years ago
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆36Updated last year
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Updated last year
- Code release of paper "MLGN: Multi-Scale Local-Global Feature Learning Network for Long-term Series Forecasting" 💚☆16Updated last year
- ☆66Updated 7 months ago
- ☆25Updated 3 years ago
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆19Updated 4 months ago
- LCDFormer☆10Updated last year
- The main code of our proposed multi-resolution interactive transformer☆11Updated 4 months ago
- ☆26Updated last year
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Updated 3 months ago
- ☆11Updated 6 months ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16Updated 5 months ago
- ☆46Updated last year