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Recommender Systems

1012 directly classified papers

Papers per year

Papers

EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems AAAI 2026
AuditAgent: LLM Agent for Risks Auditing in Recommender Systems AAAI 2026
Beetrap-MC: A Minecraft-Based AI Literacy Tool for Teaching Filter Bubbles to Middle School Students AAAI 2026
RSA-CR: Resisting Shilling Attacks in Citation Recommendation via Dumbbell Inductive Learning AAAI 2026
Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information AAAI 2026
Save, Revisit, Retain: A Scalable Framework for Enhancing User Retention in Large-Scale Recommender Systems AAAI 2026
Driving Engagement in Daily Fantasy Sports with a Scalable and Urgency-Aware Ranking Engine AAAI 2026
AdaptJobRec: Enhancing Conversational Career Recommendation Through an LLM-Powered Agentic System AAAI 2026
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation AAAI 2025
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025
Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025
Human and LLM-Based Resume Matching: An Observational Study NAACL 2025
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach AAAI 2025
One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation AAAI 2025
CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data COLING 2025
SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025
Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation AAAI 2025
Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate AAAI 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation IJCNLP 2025
RecFlow: An Industrial Full Flow Recommendation Dataset ICLR 2025
Generating Financial News Articles from Factors of Stock Price Rise / Decline by LLMs COLING 2025
Flow Matching Based Sequential Recommender Model IJCAI 2025