Anle-He / DST-MambaLinks
[AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"
☆12Updated 4 months ago
Alternatives and similar repositories for DST-Mamba
Users that are interested in DST-Mamba are comparing it to the libraries listed below
Sorting:
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆18Updated last month
- ☆11Updated 6 months ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆27Updated 5 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆18Updated last month
- ☆10Updated 9 months ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆10Updated 4 months ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆72Updated 4 months ago
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆14Updated last year
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆19Updated last year
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆19Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆101Updated 6 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆64Updated 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
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated last month
- ☆19Updated 3 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆49Updated 2 years ago
- source codes of TASSGN☆11Updated last year
- My personal PyTorch framework for multivariate time series forecasting.☆97Updated 7 months ago
- ☆26Updated last year
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆27Updated last month
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆198Updated last year
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆16Updated 2 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆59Updated 2 months ago
- ☆118Updated last year
- ☆10Updated 2 years ago
- ☆27Updated 2 years ago
- PyTorch implementation of CaST, NeurIPS-23.☆37Updated 4 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Updated last year
- ☆11Updated 10 months ago
- ☆65Updated 7 months ago