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Recommender Systems

1012 directly classified papers

Papers per year

Papers

Pre-training General User Representation with Multi-type APP Behaviors IJCAI 2024
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought IJCAI 2024
Enhancing High-order Interaction Awareness in LLM-based Recommender Model EMNLP 2024
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NIPS 2024
Learning Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024
How Does Message Passing Improve Collaborative Filtering? NIPS 2024
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NIPS 2024
MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024
Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NIPS 2024
A Survey on Cross-Domain Sequential Recommendation IJCAI 2024
Non-monotone Sequential Submodular Maximization AAAI 2024
Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations AAAI 2024
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024
Content Filtering with Inattentive Information Consumers AAAI 2024
GEM: Generating Engaging Multimodal Content IJCAI 2024
FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System AAAI 2024
Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024
Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024
Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024
Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation AAAI 2024
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024
RRL: Recommendation Reverse Learning AAAI 2024
Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems AAAI 2024