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Rethinking Personalized Ranking at Pinterest: An End-to-End Approach


Sep 18, 2022
Jiajing Xu, Andrew Zhai, Charles Rosenberg

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Modeling User Behavior With Interaction Networks for Spam Detection


Jul 21, 2022
Prabhat Agarwal, Manisha Srivastava, Vishwakarma Singh, Charles Rosenberg

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* In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (2022), pp. 2437-2442 
* 6 pages, 2 figures, accepted to SIGIR 2022 

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ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest


May 24, 2022
Paul Baltescu, Haoyu Chen, Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg

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* KDD 2022 
* 9 pages, 5 figures 

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


May 21, 2022
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


May 09, 2022
Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg

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

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


Jul 07, 2020
Aditya Pal, Chantat Eksombatchai, Yitong Zhou, Bo Zhao, Charles Rosenberg, Jure Leskovec

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* KDD 2020 
* 10 pages, 7 figures 

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


Jun 18, 2020
Raymond Shiau, Hao-Yu Wu, Eric Kim, Yue Li Du, Anqi Guo, Zhiyuan Zhang, Eileen Li, Kunlong Gu, Charles Rosenberg, Andrew Zhai

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

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Learning a Unified Embedding for Visual Search at Pinterest


Aug 05, 2019
Andrew Zhai, Hao-Yu Wu, Eric Tzeng, Dong Huk Park, Charles Rosenberg

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* 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


Dec 04, 2018
Wang-Cheng Kang, Eric Kim, Jure Leskovec, Charles Rosenberg, Julian McAuley

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Towards a Semantic Perceptual Image Metric


Aug 01, 2018
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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