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Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning
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Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning (2024)Spatial-Temporal Cross-View Contrastive P…Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning (2023)Contrastive Pre-training with…Self-supervised human mobility learning for next location prediction and trajectory classification (2021)Self-supervised human mobilit…Learning to Simulate Human Mobility (2020)Learning to Simulate Human Mo…Trajectory-User Linking via Variational AutoEncoder (2018)Trajectory-User Linking via V…DeepMove (2018)DeepMoveUnderstanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Friendship and mobility (2011)A Survey on Deep Learning for Human Mobility (2021)Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting (2021)A survey on deep learning for human mobility (2023)Understanding mobility based on GPS data (2008)GMove (2016)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)DeepTrip (2019)Predicting Human Mobility via Variational Attention (2019)Activity Trajectory Generation via Modeling Spatiotemporal Dynamics (2022)Future directions in human mobility science (2023)Predicting Human Mobility via Self-Supervised Disentanglement Learning (2023)A Universal Model for Human Mobility Prediction (2025)STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence Generation (2025)VecCity : A Taxonomy-Guided Library for Map Entity Representation Learning (2025)
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References

  • 2018DeepMove752 cited
  • 2020Learning to Simulate Human Mobility159 cited
  • 2018Trajectory-User Linking via Variational AutoEncoder121 cited
  • 2021Self-supervised human mobility learning for next location prediction and trajectory classification49 cited
  • 2023Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning15 cited

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