Large Language Models as Human Mobility Predictors
☆62Nov 9, 2024Updated last year
Alternatives and similar repositories for LLM-Mob
Users that are interested in LLM-Mob are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆76Mar 17, 2026Updated 2 months ago
- ☆18Jan 9, 2024Updated 2 years ago
- [TRC] Context-aware next location prediction☆45Jan 3, 2024Updated 2 years ago
- [NAACL 2025] AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.☆48Jul 26, 2025Updated 9 months ago
- ☆23Nov 3, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆71Jan 28, 2026Updated 3 months ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23May 28, 2024Updated last year
- Repo for EMNLP23 paper "GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding"☆33Feb 23, 2026Updated 3 months ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆99Sep 2, 2025Updated 8 months ago
- [SIGSPATIAL 2025] GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems☆22Jun 20, 2025Updated 11 months ago
- ☆17May 13, 2023Updated 3 years ago
- [KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.☆50Jul 15, 2025Updated 10 months ago
- LLM-based agent for human travel behavior (day-to-day route choice) simulation.☆27Nov 16, 2025Updated 6 months ago
- Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)☆19Dec 13, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)☆24Jun 11, 2025Updated 11 months ago
- ☆25Feb 21, 2026Updated 3 months ago
- AAAI 23☆22Feb 8, 2024Updated 2 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆217Apr 7, 2026Updated last month
- PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"☆12Mar 19, 2024Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆52Jan 10, 2022Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆95Apr 5, 2024Updated 2 years ago
- ☆25Aug 9, 2025Updated 9 months ago
- [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation☆40Sep 3, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated 2 years ago
- The official PyTorch implementation of Diff-POI.☆34Dec 7, 2024Updated last year
- ☆15Nov 12, 2025Updated 6 months ago
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆29Sep 8, 2024Updated last year
- Open-source code of TransGTR.☆14Nov 1, 2023Updated 2 years ago
- ☆149May 4, 2022Updated 4 years ago
- The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation☆13Sep 8, 2024Updated last year
- [KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"☆454Apr 18, 2025Updated last year
- [CEUS] Contrastive Language-Location Pre-training☆24Aug 26, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆33Sep 12, 2024Updated last year
- ☆11Mar 8, 2024Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆286May 18, 2025Updated last year
- [ICCVW2025] V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard?☆12Dec 17, 2025Updated 5 months ago
- This repository hosts the official implementation of MAS4POI: A Multi-Agent System Collaboration for Next POI Recommendation, accepted by…☆16Apr 24, 2026Updated last month
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆153Jan 23, 2025Updated last year
- Urban Generative Intelligence (UGI): A Foundational Platform for Embodied Agent and Future City☆12Dec 17, 2023Updated 2 years ago