recommender system

Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values IJCAI 2024 Transparent and Scrutable Recommendations Using Natural Language User Profiles ACL 2024 Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation NeurIPS 2024 UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024 Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NeurIPS 2024 UP5: Unbiased Foundation Model for Fairness-aware Recommendation EACL 2024 User-Creator Feature Polarization in Recommender Systems with Dual Influence NeurIPS 2024 Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework AAAI 2024 XRec: Large Language Models for Explainable Recommendation EMNLP 2024 An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations NeurIPS 2023 A Survey on User Behavior Modeling in Recommender Systems IJCAI 2023 Blending Advertising with Organic Content in E-commerce via Virtual Bids AAAI 2023 Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments NeurIPS 2023 Causal Matrix Completion COLT 2023 Cookie Consent Has Disparate Impact on Estimation Accuracy NeurIPS 2023 Curriculum Multi-Level Learning for Imbalanced Live-Stream Recommendation IJCAI 2023 Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023 Embedding Mental Health Discourse for Community Recommendation ACL 2023 Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023 Estimating Propensity for Causality-based Recommendation without Exposure Data NeurIPS 2023 FairLISA: Fair User Modeling with Limited Sensitive Attributes Information NeurIPS 2023 Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach NeurIPS 2023 Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023 Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract) AAAI 2023 Feature Staleness Aware Incremental Learning for CTR Prediction IJCAI 2023