{"total":14,"rows":[{"id":"2404.18886","title":"A Survey on Diffusion Models for Time Series and Spatio-Temporal Data","created":"2024-04-29","cited_by_count":67,"area":"diffusion"},{"id":"2309.10547","title":"Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion","created":"2023-09-19","cited_by_count":17,"area":"diffusion"},{"id":"2402.11922","title":"Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation","created":"2024-02-19","cited_by_count":15,"area":"diffusion"},{"id":"2411.12164","title":"Diffusion Transformers as Open-World Spatiotemporal Foundation Models","created":"2024-11-19","cited_by_count":10,"area":"diffusion"},{"id":"2412.05000","title":"Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors","created":"2024-12-06","cited_by_count":8,"area":"diffusion"},{"id":"2510.06050","title":"Edit-Based Flow Matching for Temporal Point Processes","created":"2025-10-07","cited_by_count":8,"area":"diffusion"},{"id":"2501.13794","title":"Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction","created":"2025-01-23","cited_by_count":4,"area":"diffusion"},{"id":"2504.20411","title":"ADiff4TPP: Asynchronous Diffusion Models for Temporal Point Processes","created":"2025-04-29","cited_by_count":2,"area":"diffusion"},{"id":"2502.07090","title":"Generative Distribution Prediction: A Unified Approach to Multimodal Learning","created":"2025-02-10","cited_by_count":1,"area":"diffusion"},{"id":"2507.17795","title":"LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction","created":"2025-07-23","cited_by_count":1,"area":"diffusion"},{"id":"2510.02081","title":"Fine-Tuning Flow Matching via Maximum Likelihood Estimation of Reconstructions","created":"2025-10-02","cited_by_count":0,"area":"diffusion"},{"id":"2511.01929","title":"Dynamic Population Distribution Aware Human Trajectory Generation with Diffusion Model","created":"2025-11-02","cited_by_count":0,"area":"diffusion"},{"id":"2511.17532","title":"Denoising Refinement Diffusion Models for Simultaneous Generation of Multi-scale Mobile Network Traffic","created":"2025-10-30","cited_by_count":0,"area":"diffusion"},{"id":"2512.04385","title":"STeP-Diff: Spatio-Temporal Physics-Informed Diffusion Models for Mobile Fine-Grained Pollution Forecasting","created":"2025-12-04","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}