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Yitong Zhou
Yitong Zhou
Pinterest Inc.
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Pinnersage: Multi-modal user embedding framework for recommendations at pinterest
A Pal, C Eksombatchai, Y Zhou, B Zhao, C Rosenberg, J Leskovec
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
1092020
Glmix: Generalized linear mixed models for large-scale response prediction
XX Zhang, Y Zhou, Y Ma, BC Chen, L Zhang, D Agarwal
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
982016
Customized regression model for airbnb dynamic pricing
P Ye, J Qian, J Chen, C Wu, Y Zhou, S De Mars, F Yang, L Zhang
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
892018
Version control for asynchronous distributed machine learning
X Miao, Y Zhou, JD Young, L Tang, A Bhasin
US Patent 10,380,500, 2019
202019
Learning a ranking model using interactions of a user with a jobs list
L Tang, E Huang, X Miao, Y Zhou, D Hardtke, JD Young
US Patent 9,626,654, 2017
202017
Regularized model adaptation for in-session recommendations
X Miao, Y Zhou, JD Young, L Tang, A Bhasin
US Patent 10,586,167, 2020
172020
Nonlinear featurization of decision trees for linear regression modeling
L Tang, E Huang, X Miao, Y Zhou, D Hardtke, JD Young
US Patent App. 14/788,717, 2017
112017
Distributed personalization
X Miao, CT Chu, L Tang, Y Zhou, J Young, A Bhasin
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
102015
PinnerSage
A Pal, C Eksombatchai, Y Zhou, B Zhao, C Rosenberg, J Leskovec
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
72020
Every Preference Changes Differently: Neural Multi-Interest Preference Model with Temporal Dynamics for Recommendation. arXiv (2022)
H Shi, Y Gu, Y Zhou, B Zhao, S Gao, J Zhao
32022
Everyone’s preference changes differently: A weighted multi-interest model for retrieval
H Shi, Y Gu, Y Zhou, B Zhao, S Gao, J Zhao
International Conference on Machine Learning, 31228-31242, 2023
12023
Learning a ranking model using interactions of a user with a jobs list
L Tang, E Huang, X Miao, Y Zhou, D Hardtke, JD Young
US Patent App. 15/487,015, 2017
12017
Recommending content to subscribers
A Pal, C Eksombatchai, Y Zhou, B Zhao, CJ Rosenberg, J Leskovec
US Patent App. 17/882,882, 2022
2022
Recommending content to subscribers
A Pal, C Eksombatchai, Y Zhou, B Zhao, CJ Rosenberg, J Leskovec
US Patent 11,409,821, 2022
2022
Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model
H Shi, Y Gu, Y Zhou, B Zhao, S Gao, J Zhao
arXiv preprint arXiv:2207.06652, 2022
2022
Scalable response prediction using personalized recommendation models
XX Zhang, Y Zhou, Y Ma, BC Chen, L Zhang, D Agarwal
US Patent 10,102,503, 2018
2018
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