tsinghua-fib-lab / UrbanKG-KnowCL
Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction
☆14Updated last year
Related projects ⓘ
Alternatives and complementary repositories for UrbanKG-KnowCL
- CityBench: Evaluating the Capabilities of Large Language Model as World Model☆13Updated 4 months ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆20Updated 6 months ago
- Repo for EMNLP23 paper "GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding"☆18Updated 5 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆30Updated 3 years ago
- ☆28Updated 11 months ago
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆24Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆104Updated 3 months ago
- ☆70Updated 9 months ago
- Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training☆18Updated 6 months ago
- UrbanKGent is an urban knowledge graph construction agent.☆24Updated 2 weeks ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆11Updated last year
- ☆10Updated last year
- Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction☆15Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆85Updated 8 months ago
- ☆13Updated 8 months ago
- A dataset for traffic accident analysis in the US☆19Updated last month
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆34Updated 2 years ago
- Urban Cup 2023☆15Updated last year
- [TRC] Context-aware next location prediction☆31Updated 10 months ago
- Repository for the paper "Unsupervised Representation Learning of Spatial Data via Multimodal Embedding"☆11Updated 4 years ago
- Large Language Models as Human Mobility Predictors☆33Updated 9 months ago
- Gengchen Mai, Krzysztof Janowicz, Ling Cai, Rui Zhu, Blake Regalia, Bo Yan, Meilin Shi, Ni Lao. SE-KGE: A Location-Aware Knowledge Graph …☆20Updated 2 years ago
- The code and documentation for geo-contextual multitask embedding learner☆24Updated 3 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆132Updated last week
- Summary of Spatio-Temporal Representation Learning Models.☆65Updated last year
- Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)☆21Updated 2 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆26Updated last month
- ☆15Updated 2 years ago
- Codes for replicating the dataset described in "A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities…☆9Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆48Updated 4 months ago