SDGFormer: A Sparse Dynamic Graph Transformer for Traffic Flow Prediction
☆16Nov 11, 2025Updated 11 months ago
Alternatives and similar repositories for SDGFormer
Users that are interested in SDGFormer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13May 22, 2025Updated last year
- This is a Pytorch implementation of TLAST: A Time-Lag Aware Spatial-Temporal Transformer for Traffic Flow Forecasting (TITS 2025).☆15Nov 3, 2025Updated last year
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated 2 years ago
- ☆18May 9, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆14Mar 12, 2025Updated last year
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆30Jan 27, 2026Updated 9 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated last year
- STLAformer for traffic flow forecasting☆18Nov 20, 2025Updated 11 months ago
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆28Apr 28, 2026Updated 6 months ago
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆14Apr 16, 2024Updated 2 years ago
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆27May 30, 2025Updated last year
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆21Jan 15, 2026Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official repository of paper "Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction".☆15Nov 21, 2024Updated last year
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆24Jun 4, 2022Updated 4 years ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆18May 23, 2025Updated last year
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated 2 years ago
- ☆13Jun 1, 2025Updated last year
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆20Apr 10, 2024Updated 2 years ago
- [KDD 2026] Official implementation of "FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via…☆21Jun 1, 2026Updated 5 months ago
- The fastest lightweight, embeddable tiktoken-compatible Rust core.☆14Jul 22, 2026Updated 3 months ago
- vs2012+sql server 2012的MFC数据库课程设计☆15Jun 4, 2014Updated 12 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for the paper "Graph Convolutional Networks for Traffic Forecasting with Missing Values" in DMKD'22☆12Apr 3, 2023Updated 3 years ago
- Official repository for paper "The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting"☆15Nov 12, 2025Updated 11 months ago
- The official implementation of ICLR2025 paper for shift-invariant neural networks☆11Apr 27, 2025Updated last year
- ☆31May 16, 2023Updated 3 years ago
- ☆10Jun 17, 2023Updated 3 years ago
- This repo is the official implement of STUNet.☆13May 19, 2026Updated 5 months ago
- ☆10Dec 22, 2024Updated last year
- ☆13Jun 27, 2024Updated 2 years ago
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆12Oct 17, 2023Updated 3 years ago
- 不是哥们,你说你这不是胡闹吗!疑似作者AutoDL抢显卡抢疯了之后做的东西。。。☆26Oct 20, 2026Updated 3 weeks ago
- This repository contains the code for our paper: Emergency Events Traffic Flow Forecasting Using Text-Prompt-Guided Multimodal Large Lang…☆13Mar 26, 2026Updated 7 months ago
- Do you know the probability of traffic accident in the future? Let us to evaluate it.☆11Dec 22, 2025Updated 10 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆45Sep 2, 2025Updated last year
- ☆11Apr 10, 2025Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆123Mar 18, 2025Updated last year
Are these results useful?