{"total":29,"rows":[{"id":"2310.15950","title":"Representation Learning with Large Language Models for Recommendation","created":"2023-10-24","cited_by_count":155,"area":null},{"id":"2402.13598","title":"User-LLM: Efficient LLM Contextualization with User Embeddings","created":"2024-02-21","cited_by_count":76,"area":null},{"id":"2503.22675","title":"Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation","created":"2025-03-28","cited_by_count":51,"area":null},{"id":"2308.01118","title":"A Survey on Popularity Bias in Recommender Systems","created":"2023-08-02","cited_by_count":43,"area":null},{"id":"2405.11868","title":"Towards Graph Contrastive Learning: A Survey and Beyond","created":"2024-05-20","cited_by_count":26,"area":null},{"id":"2307.02759","title":"Knowledge Graph Self-Supervised Rationalization for Recommendation","created":"2023-07-06","cited_by_count":22,"area":null},{"id":"2305.04619","title":"Graph Masked Autoencoder for Sequential Recommendation","created":"2023-05-08","cited_by_count":19,"area":null},{"id":"2308.05697","title":"SSLRec: A Self-Supervised Learning Framework for Recommendation","created":"2023-08-10","cited_by_count":17,"area":null},{"id":"2311.16716","title":"GraphPro: Graph Pre-training and Prompt Learning for Recommendation","created":"2023-11-28","cited_by_count":17,"area":null},{"id":"2502.15694","title":"Image Fusion for Cross-Domain Sequential Recommendation","created":"2024-12-31","cited_by_count":17,"area":null},{"id":"2401.05975","title":"End-to-end Learnable Clustering for Intent Learning in Recommendation","created":"2024-01-11","cited_by_count":10,"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":"2404.03354","title":"A Comprehensive Survey on Self-Supervised Learning for Recommendation","created":"2024-04-04","cited_by_count":6,"area":null},{"id":"2412.13544","title":"Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models","created":"2024-12-18","cited_by_count":6,"area":null},{"id":"2502.02924","title":"TopoCL: Topological Contrastive Learning for Time Series","created":"2025-02-05","cited_by_count":5,"area":null},{"id":"2502.08132","title":"SS4Rec: Continuous-Time Sequential Recommendation with State Space Models","created":"2025-02-12","cited_by_count":2,"area":null},{"id":"2408.09646","title":"Debiased Contrastive Representation Learning for Mitigating Dual Biases in Recommender Systems","created":"2024-08-19","cited_by_count":1,"area":null},{"id":"2510.01622","title":"LLM4Rec: Large Language Models for Multimodal Generative Recommendation with Causal Debiasing","created":"2025-10-02","cited_by_count":1,"area":null},{"id":"2608.29179","title":"History-Conditioned Joint-Prefix Alignment for Generative Recommendation","created":"2026-08-29","cited_by_count":1,"area":null},{"id":"2410.08583","title":"Intent-Enhanced Data Augmentation for Sequential Recommendation","created":"2024-10-11","cited_by_count":0,"area":null},{"id":"2502.15331","title":"Lightweight yet Efficient: An External Attentive Graph Convolutional Network with Positional Prompts for Sequential Recommendation","created":"2025-02-21","cited_by_count":0,"area":null},{"id":"2504.05323","title":"Multi-Perspective Attention Mechanism for Bias-Aware Sequential Recommendation","created":"2025-02-26","cited_by_count":0,"area":null},{"id":"2505.00953","title":"Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning","created":"2025-05-02","cited_by_count":0,"area":null},{"id":"2505.14310","title":"Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity","created":"2025-05-20","cited_by_count":0,"area":null},{"id":"2509.24424","title":"Multi-Item-Query Attention for Stable Sequential Recommendation","created":"2025-09-29","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":"2512.13848","title":"BiCoRec: Bias-Mitigated Context-Aware Sequential Recommendation Model","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2604.14114","title":"ID and Graph View Contrastive Learning with Multi-View Attention Fusion for Sequential Recommendation","created":"2026-04-15","cited_by_count":0,"area":null},{"id":"2609.21548","title":"Dual-Interest Sequential Product Recommendation With Multi-Granular SSM","created":"2026-09-18","cited_by_count":0,"area":null}],"next_cursor":null}