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Mobility Analysis

237 directly classified papers

Papers per year

Papers

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024
Taming the Long Tail in Human Mobility Prediction NIPS 2024
CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024
Hidden Follower Detection: How Is the Gaze-Spacing Pattern Embodied in Frequency Domain? AAAI 2024
UrbanDataLayer: A Unified Data Pipeline for Urban Science NIPS 2024
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis NIPS 2023
StarCraftImage: A Dataset for Prototyping Spatial Reasoning Methods for Multi-Agent Environments CVPR 2023
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning NIPS 2023
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023
HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World ICCV 2023
Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023
Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout AAAI 2023
Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023
Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023
Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling AAAI 2023
Benchmarking Visual Localization for Autonomous Navigation WACV 2023
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023
GMDNet: A Graph-Based Mixture Density Network for Estimating Packages’ Multimodal Travel Time Distribution AAAI 2023
AI Techniques for Urban Traffic Control and Mobility IJCAI 2023
City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC AAAI 2023
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model NIPS 2023