conftrace_

recommender system

534 papers

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Also known as

RECSYS RS

Co-occurring keywords

collaborative filtering (300) recommendation system (294) large language model (13587) matrix factorization (529) representation learning (6206) graph neural network (3962) neural network (6616) attention mechanism (4001) user modeling (134) user preference (114)

Papers

LLM-Powered User Simulator for Recommender System AAAI 2025
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025
iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025
DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025
Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025
Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025
Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning AACL 2025
Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025
GenAL: Generative Agent for Adaptive Learning AAAI 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025
Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025
Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025
A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025
Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations AAAI 2025
An XAI Social Media Platform for Teaching K-12 Students AI-Driven Profiling, Clustering, and Engagement-Based Recommending AAAI 2025
The POWER of Ikigai: Optimizing Life Fulfillment with an Integrated User Simulator and Adaptive Hobby Recommender AAAI 2025
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
Multi-type MOOCs Recommendation: Leveraging Deep Multi-Relational Representation and Hierarchical Reasoning AAAI 2025