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human mobility

19 papers

Papers

Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion ICML 2025 CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024 Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models NeurIPS 2024 Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data IJCAI 2024 Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024 Urban Region Embedding via Multi-View Contrastive Prediction AAAI 2024 Continuous Trajectory Generation Based on Two-Stage GAN AAAI 2023 Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023 Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023 Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework IJCAI 2023 A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond NSDI 2021 Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021 Inferring Nighttime Satellite Imagery from Human Mobility AAAI 2020 Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! IJCAI 2020 Multi-View Joint Graph Representation Learning for Urban Region Embedding IJCAI 2020 A Non-Parametric Generative Model for Human Trajectories IJCAI 2018 Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data IJCAI 2018 Representing Urban Functions through Zone Embedding with Human Mobility Patterns IJCAI 2018 Trajectory-User Linking via Variational AutoEncoder IJCAI 2018