Recommender Systems

Efficient and Accurate Learning of Mixtures of Plackett-Luce Models AAAI 2023 Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits AAAI 2023 Embedding Mental Health Discourse for Community Recommendation ACL 2023 Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss NeurIPS 2023 Enabling Team of Teams: A Trust Inference and Propagation (TIP) Model in Multi-Human Multi-Robot Teams RSS 2023 Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023 Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training ACML 2023 Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NeurIPS 2023 Estimating Propensity for Causality-based Recommendation without Exposure Data NeurIPS 2023 Everyone’s Preference Changes Differently: A Weighted Multi-Interest Model For Retrieval ICML 2023 Explainable Recommendation with Personalized Review Retrieval and Aspect Learning ACL 2023 Factual and Informative Review Generation for Explainable Recommendation AAAI 2023 FairLISA: Fair User Modeling with Limited Sensitive Attributes Information 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 FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction AAAI 2023 Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion NeurIPS 2023 Generating User-Engaging News Headlines ACL 2023 Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023 HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network NSDI 2023 How Bad is Top-K Recommendation under Competing Content Creators? ICML 2023 HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System EMNLP 2023 Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023 Improving Fairness in Information Exposure by Adding Links AAAI 2023 Inflow, Outflow, and Reciprocity in Machine Learning ICML 2023