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

Curriculum Multi-Level Learning for Imbalanced Live-Stream Recommendation IJCAI 2023
Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023
Supply-Side Equilibria in Recommender Systems NIPS 2023
Estimating Propensity for Causality-based Recommendation without Exposure Data NIPS 2023
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? NIPS 2023
Multi-Task Differential Privacy Under Distribution Skew ICML 2023
Inflow, Outflow, and Reciprocity in Machine Learning ICML 2023
Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments NIPS 2023
Performative Recommendation: Diversifying Content via Strategic Incentives ICML 2023
FairLISA: Fair User Modeling with Limited Sensitive Attributes Information NIPS 2023
Lending Interaction Wings to Recommender Systems with Conversational Agents NIPS 2023
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation EMNLP 2023
Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach NIPS 2023
KuaiSim: A Comprehensive Simulator for Recommender Systems NIPS 2023
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract) IJCAI 2023
Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023
A Survey on User Behavior Modeling in Recommender Systems IJCAI 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023
Towards Generation and Recognition of Humorous Texts in Portuguese EACL 2023
Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract) AAAI 2023
Uncertainty-Aware Instance Reweighting for Off-Policy Learning NIPS 2023
Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023
Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning ACL 2023