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$FM^2$: Field-matrixed Factorization Machines for Recommender Systems


Feb 20, 2021
Yang Sun, Junwei Pan, Alex Zhang, Aaron Flores

* In Proceedings of the Web Conference 2021 (WWW 2021), April 19-23, 2021, Ljubljana, Slovenia. 10 pages 

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Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising


Jan 08, 2021
Zhilin Zhang, Xiangyu Liu, Zhenzhe Zheng, Chenrui Zhang, Miao Xu, Junwei Pan, Chuan Yu, Fan Wu, Jian Xu, Kun Gai

* To appear in the Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM), 2021 

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Bid Shading by Win-Rate Estimation and Surplus Maximization


Sep 19, 2020
Shengjun Pan, Brendan Kitts, Tian Zhou, Hao He, Bharatbhushan Shetty, Aaron Flores, Djordje Gligorijevic, Junwei Pan, Tingyu Mao, San Gultekin, Jianlong Zhang

* AdKDD 2020 

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Bid Shading in The Brave New World of First-Price Auctions


Sep 02, 2020
Djordje Gligorijevic, Tian Zhou, Bharatbhushan Shetty, Brendan Kitts, Shengjun Pan, Junwei Pan, Aaron Flores

* In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM'20), October 19-23, 2020, Virtual Event, Ireland 

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A Sparse Deep Factorization Machine for Efficient CTR prediction


Feb 17, 2020
Wei Deng, Junwei Pan, Tian Zhou, Aaron Flores, Guang Lin


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A Batched Multi-Armed Bandit Approach to News Headline Testing


Aug 25, 2019
Yizhi Mao, Miao Chen, Abhinav Wagle, Junwei Pan, Michael Natkovich, Don Matheson

* IEEE BigData, 2018 

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Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising


Jul 24, 2019
Junwei Pan, Yizhi Mao, Alfonso Lobos Ruiz, Yu Sun, Aaron Flores

* SIGKDD 2019 
* SIGKDD 

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Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising


Jun 09, 2018
Junwei Pan, Jian Xu, Alfonso Lobos Ruiz, Wenliang Zhao, Shengjun Pan, Yu Sun, Quan Lu


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