Recommender Systems

Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024 Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024 Introducing HoNCAML: Holistic No-Code Auto Machine Learning AutoML 2024 KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024 Knowledge-Aware Explainable Reciprocal Recommendation AAAI 2024 Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024 Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation ICML 2024 Learning from Streaming Data when Users Choose ICML 2024 Learning Multi-Faceted Prototypical User Interests ICLR 2024 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024 Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024 LGMRec: Local and Global Graph Learning for Multimodal Recommendation AAAI 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024 MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract) AAAI 2024 Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024 Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024 MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024 Neighbor Similarity and Multimodal Alignment based Product Recommendation Study UAI 2024 Non-monotone Sequential Submodular Maximization AAAI 2024 No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024 Novel Spectral Algorithms for the Partial Credit Model ICML 2024