• Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews
• Coevolutionary Recommendation Model: Mutual Learning between Rating and Reviews
• Prediction of Sparse User-Item Consumption Rates with Zero-Inflated Poisson Regression
• Bayesian Models for Product Size Recommendations
• Aesthetic-based Clothing Recommendation
• How to Impute Missing Ratings?: Claims, Solution, and Its Application to Collaborative Filtering
• AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering
• Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking
• Variational Autoencoders for Collaborative Filtering
• DRN: A Deep Reinforcement Learning Framework for News Recommendation