{"total":14,"rows":[{"id":"2406.01629","title":"RecDiff: Diffusion Model for Social Recommendation","created":"2024-06-01","cited_by_count":20,"area":"diffusion"},{"id":"2409.05033","title":"A Survey on Diffusion Models for Recommender Systems","created":"2024-09-08","cited_by_count":20,"area":"diffusion"},{"id":"2501.15555","title":"Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model","created":"2025-01-26","cited_by_count":7,"area":"diffusion"},{"id":"2409.04339","title":"How Fair is Your Diffusion Recommender Model?","created":"2024-09-06","cited_by_count":5,"area":"diffusion"},{"id":"2501.11671","title":"Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation","created":"2025-01-20","cited_by_count":4,"area":"diffusion"},{"id":"2505.12283","title":"Addressing Missing Data Issue for Diffusion-based Recommendation","created":"2025-05-18","cited_by_count":4,"area":"diffusion"},{"id":"2501.10548","title":"Diffusion Models in Recommendation Systems: A Survey","created":"2025-01-17","cited_by_count":3,"area":"diffusion"},{"id":"2401.15617","title":"Diffusion-based Graph Generative Methods","created":"2024-01-28","cited_by_count":2,"area":"diffusion"},{"id":"2601.03701","title":"Inference Attacks Against Graph Generative Diffusion Models","created":"2026-01-07","cited_by_count":2,"area":"diffusion"},{"id":"2503.16290","title":"Diffusion-augmented Graph Contrastive Learning for Collaborative Filter","created":"2025-03-20","cited_by_count":1,"area":"diffusion"},{"id":"2609.34404","title":"Eval4DiRec: A Unified and Systematic Evaluation Framework for Diffusion-based Recommender Systems","created":"2026-09-28","cited_by_count":1,"area":"diffusion"},{"id":"2508.07243","title":"Causal Negative Sampling via Diffusion Model for Out-of-Distribution Recommendation","created":"2025-08-10","cited_by_count":0,"area":"diffusion"},{"id":"2508.12706","title":"Asymmetric Diffusion Recommendation Model","created":"2025-08-18","cited_by_count":0,"area":"diffusion"},{"id":"2609.01619","title":"MGDiff: Multi-Interest Sequence Recommendation with Masking GNN-Guided Diffusion","created":"2026-06-30","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}