tsinghua-fib-lab / UniST
Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
☆156Updated 2 months ago
Alternatives and similar repositories for UniST:
Users that are interested in UniST are comparing it to the libraries listed below
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆68Updated 6 months ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆95Updated 6 months ago
- [KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"☆337Updated last month
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆77Updated 9 months ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆69Updated last month
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆167Updated 2 years ago
- AAAI'2024☆27Updated 7 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆92Updated last year
- ☆24Updated 6 months ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆128Updated 2 months ago
- ☆18Updated 4 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆56Updated 3 weeks ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆190Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆118Updated 8 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆63Updated last year
- Source code for the UniTE pipeline.☆15Updated 2 weeks ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆49Updated 9 months ago
- Official repository of STONE (KDD 2024)☆43Updated 2 weeks ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆167Updated last month
- PyTorch implementation of CaST, NeurIPS-23.☆29Updated 3 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆38Updated 3 months ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆126Updated 3 years ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆157Updated 3 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆160Updated last year
- An Awesome Collection of Urban Foundation Models (UFMs).☆158Updated last month
- Large Language Models as Human Mobility Predictors☆47Updated 4 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆78Updated 11 months ago
- An official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆101Updated 3 months ago