xlwang233 / LLM-MobLinks
Large Language Models as Human Mobility Predictors
☆61Updated last year
Alternatives and similar repositories for LLM-Mob
Users that are interested in LLM-Mob are comparing it to the libraries listed below
Sorting:
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆74Updated 7 months ago
- ☆22Updated 3 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆116Updated 8 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆86Updated last year
- [TRC] Context-aware next location prediction☆45Updated 2 years ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆131Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆90Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆67Updated 2 years ago
- ☆28Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated 2 years ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆166Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- ☆15Updated 9 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Updated 2 years ago
- An Open Source Spatio-Temporal Prediction Package☆220Updated last year
- source_code for TULVAE☆22Updated 7 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆137Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆57Updated last year
- ☆28Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆44Updated 3 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆263Updated 2 years ago
- [NAACL 2025 Main] AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.☆40Updated 5 months ago
- ☆33Updated last year
- ☆44Updated 3 months ago