Recommender Systems

Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases AAAI 2021 Learning to Recommend from Sparse Data via Generative User Feedback AAAI 2021 Learning User Preferences in Non-Stationary Environments AISTATS 2021 Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NeurIPS 2021 Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract) AAAI 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021 Neural Graph Filtering for Context-aware Recommendation ACML 2021 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021 Neural Utility Functions AAAI 2021 Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation AAAI 2021 On Component Interactions in Two-Stage Recommender Systems NeurIPS 2021 On Estimating Recommendation Evaluation Metrics under Sampling AAAI 2021 On Sampled Metrics for Item Recommendation (Extended Abstract) IJCAI 2021 OpenML-Python: an extensible Python API for OpenML JMLR 2021 Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021 Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021 Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021 Personalized Outfit Recommendation With Learnable Anchors CVPR 2021 Point-of-Interest Type Prediction using Text and Images EMNLP 2021 PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021 Preference-Adaptive Meta-Learning for Cold-Start Recommendation IJCAI 2021 PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021 Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) AAAI 2021 PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021 Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search ICCV 2021