yoshall / Awesome-Multimodal-Urban-Computing
A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.
☆128Updated 3 months ago
Alternatives and similar repositories for Awesome-Multimodal-Urban-Computing:
Users that are interested in Awesome-Multimodal-Urban-Computing are comparing it to the libraries listed below
- An Awesome Collection of Urban Foundation Models (UFMs).☆158Updated last month
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆189Updated 11 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆92Updated last year
- Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training☆26Updated 10 months ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆21Updated 11 months ago
- Source code for the UniTE pipeline.☆15Updated 2 weeks ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆118Updated 8 months ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆72Updated last month
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆78Updated 11 months ago
- ☆16Updated last year
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆38Updated this week
- [WWW24-UrbanCLIP] A comprehensive toolkit designed to facilitate the collection, processing, and integration of satellite imagery and ass…☆13Updated 5 months ago
- Urban Cup 2023☆16Updated last year
- Spatio-Temporal Prediction Paper List☆172Updated 2 months ago
- ☆11Updated last year
- ☆33Updated last year
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆25Updated 10 months ago
- A collection of research on spatio-temporal data mining☆148Updated last month
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks☆25Updated 2 weeks ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆77Updated 9 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated 11 months ago
- UrbanKGent is an urban knowledge graph construction agent.☆39Updated 3 weeks ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆191Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆63Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago