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Charles Rosenberg

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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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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