Recommender Systems

Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023 Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023 Probabilistic Masked Attention Networks for Explainable Sequential Recommendation IJCAI 2023 Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023 PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023 Recommender Systems with Generative Retrieval NeurIPS 2023 Reinforced Target-driven Conversational Promotion EMNLP 2023 REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation AAAI 2023 Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023 ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor ICLR 2023 Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? NeurIPS 2023 Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract) IJCAI 2023 Robust Sequence Networked Submodular Maximization AAAI 2023 Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems EMNLP 2023 Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023 Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023 Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023 Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023 Supply-Side Equilibria in Recommender Systems NeurIPS 2023 TADI: Topic-aware Attention and Powerful Dual-encoder Interaction for Recall in News Recommendation EMNLP 2023 TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations ICLR 2023 The Economics of Machine Learning IJCAI 2023 Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NeurIPS 2023 The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents EACL 2023 Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023