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

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

Figure 1 for Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising
Figure 2 for Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising
Figure 3 for Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising
Figure 4 for Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising
* 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

Figure 1 for Bid Shading by Win-Rate Estimation and Surplus Maximization
Figure 2 for Bid Shading by Win-Rate Estimation and Surplus Maximization
Figure 3 for Bid Shading by Win-Rate Estimation and Surplus Maximization
Figure 4 for Bid Shading by Win-Rate Estimation and Surplus Maximization
* 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

Figure 1 for Bid Shading in The Brave New World of First-Price Auctions
Figure 2 for Bid Shading in The Brave New World of First-Price Auctions
Figure 3 for Bid Shading in The Brave New World of First-Price Auctions
Figure 4 for Bid Shading in The Brave New World of First-Price Auctions
* 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

Figure 1 for A Sparse Deep Factorization Machine for Efficient CTR prediction
Figure 2 for A Sparse Deep Factorization Machine for Efficient CTR prediction
Figure 3 for A Sparse Deep Factorization Machine for Efficient CTR prediction
Figure 4 for A Sparse Deep Factorization Machine for Efficient CTR prediction

  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

Figure 1 for A Batched Multi-Armed Bandit Approach to News Headline Testing
Figure 2 for A Batched Multi-Armed Bandit Approach to News Headline Testing
Figure 3 for A Batched Multi-Armed Bandit Approach to News Headline Testing
Figure 4 for A Batched Multi-Armed Bandit Approach to News Headline Testing
* 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

Figure 1 for Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising
Figure 2 for Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising
Figure 3 for Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising
Figure 4 for Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising
* SIGKDD 2019 
 * SIGKDD 
  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

Figure 1 for Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising
Figure 2 for Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising
Figure 3 for Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising
Figure 4 for Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising

  Access Paper or Ask Questions