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

PepRec: Progressive Enhancement of Prompting for Recommendation EMNLP 2024
Learning Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure NIPS 2024
Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation EMNLP 2024
Gaussian Process Bandits for Top-k Recommendations NIPS 2024
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024
Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework AAAI 2024
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024
Enhancing Explainable Rating Prediction through Annotated Macro Concepts ACL 2024
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NIPS 2024
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
A Survey on Cross-Domain Sequential Recommendation IJCAI 2024
XRec: Large Language Models for Explainable Recommendation EMNLP 2024
RecMind: Large Language Model Powered Agent For Recommendation NAACL 2024
Can Probabilistic Feedback Drive User Impacts in Online Platforms? AISTATS 2024
HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation ACL 2024
Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization AAAI 2024
Make Large Language Model a Better Ranker EMNLP 2024
Stealthy Attack on Large Language Model based Recommendation ACL 2024
Robust Sparse Voting AISTATS 2024
Transparent and Scrutable Recommendations Using Natural Language User Profiles ACL 2024
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval NIPS 2024
How Does Message Passing Improve Collaborative Filtering? NIPS 2024
Aligning Large Language Models for Controllable Recommendations ACL 2024