recommender system

Enhancing Explainable Rating Prediction through Annotated Macro Concepts ACL 2024 Enhancing High-order Interaction Awareness in LLM-based Recommender Model EMNLP 2024 Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024 Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024 Federated Adaptation for Foundation Model-based Recommendations IJCAI 2024 Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users AAAI 2024 Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure NeurIPS 2024 Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 Graph Feedback Bandits with Similar Arms UAI 2024 How Does Message Passing Improve Collaborative Filtering? NeurIPS 2024 HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation ACL 2024 Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024 I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024 Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024 Interpolating Item and User Fairness in Multi-Sided Recommendations NeurIPS 2024 Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 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 Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024 Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024 Make Large Language Model a Better Ranker EMNLP 2024 Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation EMNLP 2024