{"total":30,"rows":[{"id":"2402.07369","title":"Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation","created":"2024-02-12","cited_by_count":29,"area":null},{"id":"2412.00953","title":"BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis","created":"2024-12-01","cited_by_count":16,"area":null},{"id":"2502.06870","title":"Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning","created":"2025-02-08","cited_by_count":14,"area":null},{"id":"2503.03262","title":"Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions","created":"2025-03-05","cited_by_count":14,"area":null},{"id":"2402.03264","title":"MobilityGPT: Enhanced Human Mobility Modeling with a GPT model","created":"2024-02-05","cited_by_count":11,"area":null},{"id":"2502.10038","title":"POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning","created":"2025-02-14","cited_by_count":10,"area":null},{"id":"2401.13335","title":"Full Bayesian Significance Testing for Neural Networks","created":"2024-01-24","cited_by_count":8,"area":null},{"id":"2409.13790","title":"Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus","created":"2024-09-20","cited_by_count":8,"area":null},{"id":"2501.02737","title":"Holistic Semantic Representation for Navigational Trajectory Generation","created":"2025-01-06","cited_by_count":8,"area":null},{"id":"2503.13120","title":"3D Human Interaction Generation: A Survey","created":"2025-03-17","cited_by_count":7,"area":null},{"id":"2403.07218","title":"SoK: Can Trajectory Generation Combine Privacy and Utility?","created":"2024-03-12","cited_by_count":6,"area":null},{"id":"2603.15009","title":"TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models","created":"2026-03-16","cited_by_count":5,"area":null},{"id":"2407.12550","title":"UniTE: A Survey and Unified Pipeline for Pre-training Spatiotemporal Trajectory Embeddings","created":"2024-07-17","cited_by_count":4,"area":null},{"id":"2502.04737","title":"Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting","created":"2025-02-07","cited_by_count":4,"area":null},{"id":"2507.13366","title":"Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion","created":"2025-07-08","cited_by_count":4,"area":null},{"id":"2504.02009","title":"Urban Computing in the Era of Large Language Models","created":"2025-04-02","cited_by_count":2,"area":null},{"id":"2506.06999","title":"Towards Physics-informed Diffusion for Anomaly Detection in Trajectories","created":"2025-06-08","cited_by_count":2,"area":null},{"id":"2412.08460","title":"Federated Learning for Traffic Flow Prediction with Synthetic Data Augmentation","created":"2024-12-11","cited_by_count":1,"area":null},{"id":"2511.06633","title":"Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning","created":"2025-11-10","cited_by_count":1,"area":null},{"id":"2511.17435","title":"Multi-Agent Pointer Transformer: Seq-to-Seq Reinforcement Learning for Multi-Vehicle Dynamic Pickup-Delivery Problems","created":"2025-11-21","cited_by_count":1,"area":null},{"id":"2405.07773","title":"Human-Modeling in Sequential Decision-Making: An Analysis through the Lens of Human-Aware AI","created":"2024-05-13","cited_by_count":0,"area":null},{"id":"2406.12423","title":"Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models","created":"2024-06-18","cited_by_count":0,"area":null},{"id":"2407.16938","title":"Synthetic Trajectory Generation Through Convolutional Neural Networks","created":"2024-07-24","cited_by_count":0,"area":null},{"id":"2408.12121","title":"Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis","created":"2024-08-22","cited_by_count":0,"area":null},{"id":"2507.17418","title":"Ctx2TrajGen: Traffic Context-Aware Microscale Vehicle Trajectories using Generative Adversarial Imitation Learning","created":"2025-07-23","cited_by_count":0,"area":null},{"id":"2510.14819","title":"Capturing Context-Aware Route Choice Semantics for Trajectory Representation Learning","created":"2025-10-16","cited_by_count":0,"area":null},{"id":"2603.03275","title":"Learning Demographic-Conditioned Mobility Trajectories with Aggregate Supervision","created":"2026-03-03","cited_by_count":0,"area":null},{"id":"2606.31207","title":"Towards Inclusive Mobility Modeling: Characterizing and Evaluating Elderly Trajectory Patterns in Urban Systems","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2610.02033","title":"Relative Transitions, Not Absolute Destinations: A Transfer-and-Ground Framework for Target-Trajectory-Free Human Mobility Generation","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.13131","title":"Looking Ahead and Back: Anticipatory Generative Modeling for Road-Network Trajectories","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}