{"total":14,"rows":[{"id":"2312.10073","title":"Data Scarcity in Recommendation Systems: A Survey","created":"2023-12-08","cited_by_count":17,"area":null},{"id":"2408.08208","title":"LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation","created":"2024-08-15","cited_by_count":10,"area":null},{"id":"2311.12329","title":"Graph Neural Ordinary Differential Equations-based method for Collaborative Filtering","created":"2023-11-21","cited_by_count":5,"area":null},{"id":"2312.06682","title":"Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction Prediction","created":"2023-12-09","cited_by_count":5,"area":null},{"id":"2508.07856","title":"Recommendation Is a Dish Better Served Warm","created":"2025-08-11","cited_by_count":2,"area":null},{"id":"2408.12208","title":"Fair Augmentation for Graph Collaborative Filtering","created":"2024-08-22","cited_by_count":1,"area":null},{"id":"2504.13614","title":"Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation","created":"2025-04-18","cited_by_count":1,"area":null},{"id":"2408.04838","title":"Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation","created":"2024-08-09","cited_by_count":0,"area":null},{"id":"2409.17402","title":"Enhancing Recommendation with Denoising Auxiliary Task","created":"2024-09-25","cited_by_count":0,"area":null},{"id":"2412.15822","title":"S$^2$DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion","created":"2024-12-20","cited_by_count":0,"area":null},{"id":"2507.21563","title":"VoteGCL: Enhancing Graph-based Recommendations with Majority-Voting LLM-Rerank Augmentation","created":"2025-07-29","cited_by_count":0,"area":null},{"id":"2508.16170","title":"EGRA:Toward Enhanced Behavior Graphs and Representation Alignment for Multimodal Recommendation","created":"2025-08-22","cited_by_count":0,"area":null},{"id":"2510.04239","title":"Empowering Denoising Sequential Recommendation with Large Language Model Embeddings","created":"2025-10-05","cited_by_count":0,"area":null},{"id":"2511.04237","title":"Denoised Recommendation Model with Collaborative Signal Decoupling","created":"2025-11-06","cited_by_count":0,"area":null}],"next_cursor":null}