Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Junwei Pan

$FM^2$: 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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

A Sparse Deep Factorization Machine for Efficient CTR prediction

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions