Julian McAuley
University of California San Diego(US)
Publications by Year
Research Areas
Topic Modeling, Recommender Systems and Techniques, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Music and Audio Processing
Most-Cited Works
- → Self-Attentive Sequential Recommendation(2018)2,589 cited
- → Image-Based Recommendations on Styles and Substitutes(2015)2,233 cited
- Learning to Discover Social Circles in Ego Networks(2012)
- → Hidden factors and hidden topics(2013)1,579 cited
- → Ups and Downs(2016)1,362 cited
- → Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects(2019)1,108 cited
- → VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback(2016)915 cited
- → Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation(2016)695 cited
- → Inferring Networks of Substitutable and Complementary Products(2015)612 cited
- → Time Interval Aware Self-Attention for Sequential Recommendation(2020)584 cited