DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

13 March 2017

Ruiming Tang

Papers citing "DeepFM: A Factorization-Machine based Neural Network for CTR Prediction"

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Title
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System Zhi-Hong Deng Ling Huang Changdong Wang Jianhuang Lai Philip S. Yu 11 156 0 15 Jan 2019
Large-scale Collaborative Filtering with Product Embeddings Thom Lake Sinead Williamson Alexander T. Hawk Christopher C. Johnson Benjamin Wing 21 10 0 11 Jan 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System Xinshi Chen Shuang Li Hui Li Shaohua Jiang Yuan Qi Le Song 13 206 0 27 Dec 2018
Structured Semantic Model supported Deep Neural Network for Click-Through Rate Prediction Chenglei Niu Guojing Zhong Y. Liu Yandong Zhang Yongsheng Sun Ailong He Zhaoji Chen 19 1 0 04 Dec 2018
The Graph-Based Behavior-Aware Recommendation for Interactive News Mingyuan Ma Sen Na Hongyu Wang Congzhou Chen Jin Xu 17 19 0 30 Nov 2018
An Efficient Approach to Informative Feature Extraction from Multimodal Data Lichen Wang Jiaxiang Wu Shao-Lun Huang Lizhong Zheng Xiangxiang Xu Lin Zhang Junzhou Huang 24 66 0 22 Nov 2018
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Weiping Song Chence Shi Zhiping Xiao Zhijian Duan Yewen Xu Ming Zhang Jian Tang CML 22 830 0 29 Oct 2018
Attribute-aware Collaborative Filtering: Survey and Classification Wen-Hao Chen Chin-Chi Hsu Yi-An Lai Vincent Liu Mi-Yen Yeh Shou-De Lin 11 1 0 20 Oct 2018
Wasserstein Autoencoders for Collaborative Filtering Jingbin Zhong Xiaofeng Zhang 22 26 0 15 Sep 2018
Deep Interest Evolution Network for Click-Through Rate Prediction Guorui Zhou Na Mou Ying Fan Qi Pi Weijie Bian Chang Zhou Xiaoqiang Zhu Kun Gai 19 1,044 0 11 Sep 2018
Action-conditional Sequence Modeling for Recommendation E. Smirnova HAI 11 0 0 07 Sep 2018
FinBrain: When Finance Meets AI 2.0 Xiaolin Zheng Mengying Zhu Qibing Li Chaochao Chen Yanchao Tan AIFin 34 53 0 26 Aug 2018
Multi-Perspective Neural Architecture for Recommendation System Han Xiao Yidong Chen X. Shi HAI 21 9 0 12 Jul 2018
Learning Theory and Algorithms for Revenue Management in Sponsored Search Lulu Wang Huahui Liu Guanhao Chen Shaola Ren Xiaonan Meng Y. Hu 11 0 0 05 Jul 2018
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data Yanru Qu Bohui Fang Weinan Zhang Ruiming Tang Minzhe Niu Huifeng Guo Yong Yu Xiuqiang He 11 179 0 01 Jul 2018
Self-Attentive Neural Collaborative Filtering Yi Tay Shuai Zhang Anh Tuan Luu S. Hui 29 2 0 17 Jun 2018
Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising Junwei Pan Jian Xu A. L. Ruiz Wenliang Zhao Shengjun Pan Yu Sun Quan Lu 28 193 0 09 Jun 2018
Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System Hong Wen Jing Zhang Quan Lin Keping Yang Pipei Huang 14 35 0 24 May 2018
Deep Factorization Machines for Knowledge Tracing Jill-Jênn Vie 22 13 0 01 May 2018
DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He Zhenhua Dong 115 64 0 12 Apr 2018
Broad Learning for Healthcare Bokai Cao 25 0 0 23 Mar 2018
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems Jianxun Lian Xiaohuan Zhou Fuzheng Zhang Zhongxia Chen Xing Xie Guangzhong Sun BDL 19 1,025 0 14 Mar 2018
Federated Meta-Learning with Fast Convergence and Efficient Communication Fei Chen Mi Luo Zhenhua Dong Zhenguo Li Xiuqiang He FedML 34 388 0 22 Feb 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie M. Guo 34 1,033 0 25 Jan 2018
Image Matters: Visually modeling user behaviors using Advanced Model Server T. Ge Liqin Zhao Guorui Zhou Keyu Chen Shuying Liu ... Sui Huang Qing Cui Xiaoqiang Zhu Yu Zhang Kun Gai 32 41 0 17 Nov 2017
Is Simple Better? Revisiting Non-linear Matrix Factorization for Learning Incomplete Ratings Vaibhav Krishna Tian Guo Nino Antulov-Fantulin 14 6 0 16 Oct 2017
Deep Interest Network for Click-Through Rate Prediction Guorui Zhou Cheng-Ning Song Xiaoqiang Zhu Xi-Wang Dai Ziru Xu Xiao Ma Yanghui Yan Junqi Jin Han Li Kun Gai 24 1,799 0 21 Jun 2017
Learning from Multi-View Multi-Way Data via Structural Factorization Machines Chun-Ta Lu Lifang He Hao Ding Bokai Cao Philip S. Yu 30 16 0 10 Apr 2017