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Recommender Systems

1012 directly classified papers

Papers per year

Papers

3D-FRONT: 3D Furnished Rooms With layOuts and semaNTics ICCV 2021
Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search ICCV 2021
PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021
Implementing Evaluation Metrics Based on Theories of Democracy in News Comment Recommendation (Hackathon Report) EACL 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021
Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021
Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information ICML 2021
User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation IJCAI 2021
Graph Learning based Recommender Systems: A Review IJCAI 2021
On Sampled Metrics for Item Recommendation (Extended Abstract) IJCAI 2021
Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021
Detecting Beneficial Feature Interactions for Recommender Systems AAAI 2021
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation EMNLP 2021
“It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems EMNLP 2021
Refocusing on Relevance: Personalization in NLG EMNLP 2021
Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data IJCAI 2021
Deep Learning for Click-Through Rate Estimation IJCAI 2021
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation AAAI 2021
Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks AAAI 2021
Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce AAAI 2021
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving EMNLP 2021
Fatigue-Aware Bandits for Dependent Click Models AAAI 2020
Symmetric Metric Learning with Adaptive Margin for Recommendation AAAI 2020
SentiRec: Sentiment Diversity-aware Neural News Recommendation AACL 2020
BERT-Based Neural Collaborative Filtering and Fixed-Length Contiguous Tokens Explanation AACL 2020