Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"
☆151Dec 4, 2025Updated 4 months ago
Alternatives and similar repositories for ST-LLM
Users that are interested in ST-LLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆30Aug 19, 2024Updated last year
- [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"☆160Dec 8, 2025Updated 4 months ago
- [KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"☆440Apr 18, 2025Updated last year
- Official implementation of the paper "ST-LLM+ : Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction"☆50Jul 8, 2025Updated 9 months ago
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆35Dec 30, 2025Updated 3 months ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated 11 months ago
- ☆10Nov 7, 2024Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆85Jul 19, 2025Updated 9 months ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆26Jun 27, 2025Updated 9 months ago
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10May 6, 2024Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆645Jan 8, 2024Updated 2 years ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆14May 23, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)☆14Mar 16, 2025Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆256Mar 9, 2026Updated last month
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆225Nov 15, 2025Updated 5 months ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆110Feb 24, 2024Updated 2 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆69Aug 13, 2024Updated last year
- ☆17May 22, 2024Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆93Sep 2, 2024Updated last year
- ☆18Apr 6, 2025Updated last year
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,608Oct 15, 2025Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆24Aug 3, 2024Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆43Jan 27, 2023Updated 3 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆68Aug 3, 2023Updated 2 years ago
- ☆29May 16, 2023Updated 2 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆22Aug 12, 2023Updated 2 years ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆216Jan 9, 2025Updated last year
- ☆21Jan 19, 2026Updated 3 months ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- ☆13Mar 12, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆145Dec 23, 2023Updated 2 years ago
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆113Feb 9, 2025Updated last year
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 3 years ago
- ☆40Mar 28, 2022Updated 4 years ago
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆27Jan 27, 2026Updated 2 months ago
- LLM survey☆14Apr 14, 2025Updated last year
- PyTorch implementation of ESG☆98Feb 21, 2023Updated 3 years ago