tsinghua-fib-lab / UrbanKG-KnowSite
KnowSite: Leveraging Urban Knowledge Graph for Site Selection
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for UrbanKG-KnowSite
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆23Updated last month
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆11Updated 10 months ago
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆25Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆30Updated 10 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆20Updated 10 months ago
- ☆71Updated 9 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆60Updated last year
- Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction☆15Updated last year
- CityBench: Evaluating the Capabilities of Large Language Model as World Model☆13Updated 5 months ago
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆14Updated 7 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆87Updated 9 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆49Updated 5 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆24Updated this week
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆42Updated 6 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆31Updated 3 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆32Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆73Updated 5 months ago
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 2 years ago
- Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)☆21Updated 2 months ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆44Updated this week
- ☆10Updated 9 months ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 2 years ago
- Open-source code of TransGTR.☆10Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆24Updated 3 years ago
- A Data-Driven Graph Generative Model for Temporal Interaction Networks☆34Updated 2 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆20Updated 7 months ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 5 years ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Updated last year
- [TRC] Context-aware next location prediction☆31Updated 10 months ago