Bo-Wen Yuan

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Optimization Methods

Online Advertising

Click Prediction

K Nearest Neighbor

Top Venues

Eng. Appl. Artif. Intell.

Publications

Yaxu Liu, Jui-Nan Yen, Bo-Wen Yuan, Rundong Shi, Peng Yan, Chih-Jen Lin
Practical Counterfactual Policy Learning for Top-K Recommendations. KDD (2022)
Bo-Wen Yuan, Xing-Gang Luo, Zhong-Liang Zhang, Yang Yu, Hong-Wei Huo, Tretter Johannes, Xiao-Dong Zou
A novel density-based adaptive k nearest neighbor method for dealing with overlapping problem in imbalanced datasets. Neural Comput. Appl. 33 (9) (2021)
Bo-Wen Yuan, Zhong-Liang Zhang, Xing-Gang Luo, Yang Yu, Xiao-Hua Zou, Xiao-Dong Zou
OIS-RF: A novel overlap and imbalance sensitive random forest. Eng. Appl. Artif. Intell. 104 (2021)
Bo-Wen Yuan, Yu-Sheng Li, Pengrui Quan, Chih-Jen Lin
Efficient Optimization Methods for Extreme Similarity Learning with Nonlinear Embeddings. KDD (2021)
Bo-Wen Yuan, Yaxu Liu, Jui-Yang Hsia, Zhenhua Dong, Chih-Jen Lin
Unbiased Ad Click Prediction for Position-aware Advertising Systems. RecSys (2020)
Chih-Yao Chang, Xing Tang, Bo-Wen Yuan, Jui-Yang Hsia, Zhirong Liu, Zhenhua Dong, Xiuqiang He, Chih-Jen Lin
AutoConjunction: Adaptive Model-based Feature Conjunction for CTR Prediction. MDM (2020)
Jiangxing Yu, Hong Zhu, Chih-Yao Chang, Xinhua Feng, Bo-Wen Yuan, Xiuqiang He, Zhenhua Dong
Influence Function for Unbiased Recommendation. SIGIR (2020)
Bo-Wen Yuan, Yu-Sheng Li, Pengrui Quan, Chih-Jen Lin
An Efficient Newton Method for Extreme Similarity Learning with Nonlinear Embeddings. CoRR (2020)
Bo-Wen Yuan, Jui-Yang Hsia, Meng-Yuan Yang, Hong Zhu, Chih-Yao Chang, Zhenhua Dong, Chih-Jen Lin
Improving Ad Click Prediction by Considering Non-displayed Events. CIKM (2019)
Zhongliang Zhang, Xinggang Luo, Yang Yu, Bo-Wen Yuan, Jiafu Tang
Integration of an improved dynamic ensemble selection approach to enhance one-vs-one scheme. Eng. Appl. Artif. Intell. 74 (2018)
Wei-Sheng Chin, Bo-Wen Yuan, Meng-Yuan Yang, Chih-Jen Lin
An Efficient Alternating Newton Method for Learning Factorization Machines. ACM Trans. Intell. Syst. Technol. 9 (6) (2018)
Wei-Sheng Chin, Bo-Wen Yuan, Meng-Yuan Yang, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems. J. Mach. Learn. Res. 17 (2016)