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ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest



Paul Baltescu , Haoyu Chen , Nikil Pancha , Andrew Zhai , Jure Leskovec , Charles Rosenberg

* KDD 2022 
* 9 pages, 5 figures 

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MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest



Saket Gurukar , Nikil Pancha , Andrew Zhai , Eric Kim , Samson Hu , Srinivasan Parthasarathy , Charles Rosenberg , Jure Leskovec


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PinnerFormer: Sequence Modeling for User Representation at Pinterest



Nikil Pancha , Andrew Zhai , Jure Leskovec , Charles Rosenberg

* 11 pages, 6 figures, submitted to KDD '22 

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PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest



Aditya Pal , Chantat Eksombatchai , Yitong Zhou , Bo Zhao , Charles Rosenberg , Jure Leskovec

* KDD 2020 
* 10 pages, 7 figures 

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Shop The Look: Building a Large Scale Visual Shopping System at Pinterest



Raymond Shiau , Hao-Yu Wu , Eric Kim , Yue Li Du , Anqi Guo , Zhiyuan Zhang , Eileen Li , Kunlong Gu , Charles Rosenberg , Andrew Zhai

* 10 pages, 7 figures, Accepted to KDD'20 

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Learning a Unified Embedding for Visual Search at Pinterest



Andrew Zhai , Hao-Yu Wu , Eric Tzeng , Dong Huk Park , Charles Rosenberg

* in Proceedings of the 25th ACM SIGKDD International Conference on Knowledge and Discovery and Data Mining, 2019 

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Complete the Look: Scene-based Complementary Product Recommendation



Wang-Cheng Kang , Eric Kim , Jure Leskovec , Charles Rosenberg , Julian McAuley


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Towards a Semantic Perceptual Image Metric



Troy Chinen , Johannes Ballé , Chunhui Gu , Sung Jin Hwang , Sergey Ioffe , Nick Johnston , Thomas Leung , David Minnen , Sean O'Malley , Charles Rosenberg , George Toderici


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