recommender system

GenAL: Generative Agent for Adaptive Learning AAAI 2025 Generative Product Recommendations for Implicit Superlative Queries NAACL 2025 Geometric Collaborative Filtering with Convergence AISTATS 2025 GPL4SRec: Graph Multi-Level Aware Prompt Learning for Streaming Recommendation IJCAI 2025 Human-AI Coevolution (Abstract Reprint) IJCAI 2025 iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025 Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems IJCAI 2025 Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM-Powered User Simulator for Recommender System AAAI 2025 Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025 Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning ICLR 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025 Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025 Neural Combinatorial Clustered Bandits for Recommendation Systems AAAI 2025 Optimal Transport Alignment of User Preferences from Ratings and Texts UAI 2025 Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design ICML 2025 Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach AAAI 2025 PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025