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RealFormer: Transformer Likes Residual Attention

Dec 23, 2020
Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie

* 13 pages, 8 figures 

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Informer: Transformer Likes Informed Attention

Dec 21, 2020
Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie

* 13 pages, 8 figures 

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Graph Convolutional Neural Networks for Web-Scale Recommender Systems

Jun 06, 2018
Rex Ying, Ruining He, Kaifeng Chen, Pong Eksombatchai, William L. Hamilton, Jure Leskovec

* KDD 2018 

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Learning Compatibility Across Categories for Heterogeneous Item Recommendation

Sep 29, 2016
Ruining He, Charles Packer, Julian McAuley

* 11 pages, 5 figures 

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

Jul 15, 2016
Ruining He, Chen Fang, Zhaowen Wang, Julian McAuley

* 8 pages, 3 figures 

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

Apr 20, 2016
Ruining He, Chunbin Lin, Jianguo Wang, Julian McAuley

* 7 pages, 3 figures 

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

Feb 04, 2016
Ruining He, Julian McAuley

* 11 pages, 5 figures 

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VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback

Oct 06, 2015
Ruining He, Julian McAuley

* AAAI'16 

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