Field-aware factorization machines for CTR prediction Y Juan, Y Zhuang, WS Chin, CJ Lin Proceedings of the 10th ACM conference on recommender systems, 43-50, 2016 | 852 | 2016 |
A fast parallel SGD for matrix factorization in shared memory systems Y Zhuang, WS Chin, YC Juan, CJ Lin Proceedings of the 7th ACM conference on Recommender systems, 249-256, 2013 | 215 | 2013 |
A fast parallel stochastic gradient method for matrix factorization in shared memory systems WS Chin, Y Zhuang, YC Juan, CJ Lin ACM Transactions on Intelligent Systems and Technology (TIST) 6 (1), 1-24, 2015 | 124 | 2015 |
Field-aware factorization machines in a real-world online advertising system Y Juan, D Lefortier, O Chapelle Proceedings of the 26th International Conference on World Wide Web Companion …, 2017 | 123 | 2017 |
A learning-rate schedule for stochastic gradient methods to matrix factorization WS Chin, Y Zhuang, YC Juan, CJ Lin Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 81 | 2015 |
Libshorttext: A library for short-text classification and analysis H Yu, C Ho, Y Juan, C Lin Rapport interne, Department of Computer Science, National Taiwan University …, 2013 | 79 | 2013 |
LIBMF: a library for parallel matrix factorization in shared-memory systems WS Chin, BW Yuan, MY Yang, Y Zhuang, YC Juan, CJ Lin Journal of Machine Learning Research 17 (86), 1-5, 2016 | 57 | 2016 |
Distributed newton methods for regularized logistic regression Y Zhuang, WS Chin, YC Juan, CJ Lin Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 54 | 2015 |
Effective string processing and matching for author disambiguation WS Chin, YC Juan, Y Zhuang, F Wu, HY Tung, T Yu, JP Wang, CX Chang, ... Proceedings of the 2013 KDD Cup 2013 workshop, 1-9, 2013 | 44 | 2013 |
Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013 CL Li, YC Su, TW Lin, CH Tsai, WC Chang, KH Huang, TM Kuo, SW Lin, ... Proceedings of the 2013 KDD Cup 2013 Workshop, 1-7, 2013 | 26 | 2013 |
Naive parallelization of coordinate descent methods and an application on multi-core l1-regularized classification Y Zhuang, Y Juan, GX Yuan, CJ Lin Proceedings of the 27th ACM International Conference on Information and …, 2018 | 14 | 2018 |
Field-aware factorization machines YC Juan, WS Chin, Y Zhuang Available on https://github. com/guestwalk/libffm, 2015 | 2 | 2015 |
Package ‘recosystem’ Y Qiu, CJ Lin, YC Juan, WS Chin, Y Zhuang, BW Yuan, MY Yang, MY Qiu | | 2023 |
在共享記憶體系統的快速平行隨機梯度下降法矩陣分解 YC Juan 國立臺灣大學資訊工程學系學位論文 2014, 1-43, 2014 | | 2014 |
Vascular Casting of Some Internal Organs of Tibet Mini-Pigs WU Nashunbayaer, C Li, YU Juan, YUE Min, GU Wei-wang 中国比较医学杂志 (英文版), 0 | | |
西藏小型猪部分脏器血管铸型标本制作 WU Nashunbayaer, C Li, YU Juan, YUE Min, GU Wei-wang 中国比较医学杂志, 0 | | |
Supplementary Materials for “LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems” WS Chin, BW Yuan, MY Yang, Y Zhuang, YC Juan, CJ Lin | | |
Supplementary Materials for “Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification” Y Zhuang, Y Juan, GX Yuan, CJ Lin epsilon 2 (3.79), 5.92, 0 | | |