Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
☆213Jan 9, 2025Updated last year
Alternatives and similar repositories for UniST
Users that are interested in UniST are comparing it to the libraries listed below
Sorting:
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆17Jan 23, 2024Updated 2 years ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆147Sep 1, 2024Updated last year
- ☆46Oct 2, 2025Updated 5 months ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆59May 18, 2024Updated last year
- The official implementation of the paper "AgentSquare: Automatic LLM Agent Search in Modular Design Space""☆220Nov 4, 2025Updated 4 months ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆95Sep 2, 2024Updated last year
- [KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"☆426Apr 18, 2025Updated 10 months ago
- ☆273Aug 12, 2025Updated 6 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆66Aug 13, 2024Updated last year
- ☆29Aug 24, 2025Updated 6 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆252Dec 24, 2025Updated 2 months ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆210Jan 11, 2026Updated last month
- ☆11Apr 2, 2024Updated last year
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆18Mar 25, 2024Updated last year
- This repository contains the core implementation of our ICML 2025 paper: "Token Signature: Predicting Chain-of-Thought Gains with Token D…☆41Jul 18, 2025Updated 7 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Jan 8, 2024Updated 2 years ago
- A diffusion-based framework for spatio-temporal point processes☆77Mar 25, 2024Updated last year
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆64Oct 22, 2024Updated last year
- KDD2024: "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space"☆24Apr 9, 2025Updated 11 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆76Sep 4, 2024Updated last year
- ☆18Nov 19, 2024Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆168Dec 16, 2024Updated last year
- R package for autoregressive, reduced-rank, and factor models in time series.☆122Mar 3, 2025Updated last year
- ☆121Sep 30, 2024Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆284Oct 13, 2023Updated 2 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆120Apr 29, 2025Updated 10 months ago
- An Open Source Spatio-Temporal Prediction Package☆220Oct 11, 2024Updated last year
- ☆12Jun 24, 2024Updated last year
- check☆100Dec 12, 2025Updated 2 months ago
- Spatio-Temporal Prediction Paper List☆264May 9, 2025Updated 10 months ago
- NPDiff: A Universal Noise Prior Framework for Diffusion-based Mobile Traffic Prediction☆21May 20, 2025Updated 9 months ago
- Next Generation Java Starter Project☆107Apr 11, 2025Updated 10 months ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆16Sep 17, 2023Updated 2 years ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆20Jul 13, 2024Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆79Nov 30, 2025Updated 3 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆217Nov 15, 2025Updated 3 months ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆271Nov 1, 2023Updated 2 years ago
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,200Dec 22, 2024Updated last year
- [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"☆1,880Oct 5, 2025Updated 5 months ago