Recommender Systems

Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024 Enhancing Large Language Model Based Sequential Recommender Systems with Pseudo Labels Reconstruction EMNLP 2024 Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning AAAI 2024 Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy AAAI 2024 Estimating Unknown Population Sizes Using the Hypergeometric Distribution ICML 2024 Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NeurIPS 2024 Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024 FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System AAAI 2024 Faithful Trip Recommender Using Diffusion Guidance (Student Abstract) AAAI 2024 FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients IJCAI 2024 Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users AAAI 2024 Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024 Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 GEM: Generating Engaging Multimodal Content IJCAI 2024 Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure NeurIPS 2024 Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons AAAI 2024 Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024 Graph Attention Network with High-Order Neighbor Information Propagation for Social Recommendation IJCAI 2024 Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract) IJCAI 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 I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024 Impacts of Misspelled Queries on Translation and Product Search ACL 2024