Spatio-Temporal Prediction Paper List
☆270May 9, 2025Updated last year
Alternatives and similar repositories for ST-Paper
Users that are interested in ST-Paper are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Open Source Spatio-Temporal Prediction Package☆219Oct 11, 2024Updated last year
- ☆34Sep 13, 2024Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆141Jul 2, 2024Updated 2 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,818Dec 23, 2025Updated 8 months ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆230Jan 9, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Open-source code of TransGTR.☆14Nov 1, 2023Updated 2 years ago
- [ESWA'24] ✨ An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆32Apr 27, 2025Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆296Nov 1, 2023Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆86Nov 30, 2025Updated 9 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆84Jan 26, 2023Updated 3 years ago
- A diffusion-based framework for spatio-temporal point processes☆78Mar 25, 2024Updated 2 years ago
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Jul 24, 2023Updated 3 years ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆177Dec 16, 2024Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆72Aug 13, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆148Dec 23, 2023Updated 2 years ago
- ☆29May 16, 2023Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆462Feb 4, 2020Updated 6 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆224Apr 7, 2026Updated 4 months ago
- Awesome Time-Series and Spatio-Temporal Related☆117Sep 7, 2023Updated 2 years ago
- ☆15Aug 21, 2023Updated 3 years ago
- My personal PyTorch framework for multivariate time series forecasting.☆106Mar 10, 2026Updated 5 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆119Apr 29, 2025Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆83Sep 4, 2024Updated last year
- 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.
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆1,040Aug 12, 2026Updated 3 weeks ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆242Nov 15, 2025Updated 9 months ago
- Adaptive Graph Convolutional Recurrent Network☆443Feb 23, 2024Updated 2 years ago
- ☆33Oct 18, 2024Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆260Mar 9, 2026Updated 5 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆302Oct 13, 2023Updated 2 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,159Dec 18, 2024Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆93Sep 2, 2024Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆96Apr 5, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆58Nov 24, 2024Updated last year
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,190Aug 14, 2026Updated 2 weeks ago
- ☆54Oct 2, 2025Updated 11 months ago
- ☆80Nov 26, 2023Updated 2 years ago
- Paper list in traffic prediction field☆230Jul 6, 2024Updated 2 years ago
- ☆19Apr 17, 2022Updated 4 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆288May 18, 2025Updated last year