Recommender Systems

LaMP: When Large Language Models Meet Personalization ACL 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning Multi-Dimensional Human Preference for Text-to-Image Generation CVPR 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 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract) AAAI 2024 Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024 MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024 Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback AAAI 2024 Online Reinforcement Learning-Based Pedagogical Planning for Narrative-Centered Learning Environments AAAI 2024 Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint NeurIPS 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization AAAI 2024 Social-Aware Group Display Configuration in VR Conference AAAI 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Stealthy Attack on Large Language Model based Recommendation ACL 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024 Towards Making Learnware Specification and Market Evolvable AAAI 2024