Recommender Systems

I want a horror – comedy – movie: Slips-of-the-Tongue Impact Conversational Recommender System Performance Interspeech 2025 KARRIEREWEGE: A large scale Career Path Prediction Dataset COLING 2025 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025 Label Distribution Propagation-based Label Completion for Crowdsourcing ICML 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 Learning Multi-interest Embedding with Dynamic Graph Cluster for Sequention Recommendation UAI 2025 Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health MLHC 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025 Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning ICLR 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025 MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025 MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025 Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025 Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems EMNLP 2025 Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation AAAI 2025 MotiR: Motivation-aware Retrieval for Long-Tail Recommendation ACL 2025 MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025 MTSTRec: Multimodal Time-Aligned Shared Token Recommender ICML 2025 Multi-Apartment Rent Division AAAI 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025