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papers

Publications (10)

Graph Convolutional Neural Networks for Web-Scale Recommender Systems

Rex Ying, Ruining He, Kaifeng Chen +3

SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation

Chenwei Cai, Ruining He, Julian McAuley

Translation-based Recommendation

Ruining He, Wang-Cheng Kang, Julian McAuley

Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering

Ruining He, Julian McAuley

Vista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation

Ruining He, Chen Fang, Zhaowen Wang +1

Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation

Ruining He, Julian McAuley

Sherlock: Sparse Hierarchical Embeddings for Visually-aware One-class Collaborative Filtering

Ruining He, Chunbin Lin, Jianguo Wang +1

VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback

Ruining He, Julian McAuley

Learning Compatibility Across Categories for Heterogeneous Item Recommendation

Ruining He, Charles Packer, Julian McAuley

Fashionista: A Fashion-aware Graphical System for Exploring Visually Similar Items

Ruining He, Chunbin Lin, Julian McAuley