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"

45 / 695 papers shown

Title
FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Prediction Tongwen Huang Zhiqi Zhang Junlin Zhang 156 287 0 23 May 2019
RaFM: Rank-Aware Factorization Machines Xiaoshuang Chen Yin Zheng Jiaxing Wang Wenye Ma Junzhou Huang 44 11 0 18 May 2019
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative Shunsuke Kitada Hitoshi Iyatomi Yoshifumi Seki 26 8 0 17 May 2019
FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine Junlin Zhang Tongwen Huang Zhiqi Zhang 57 21 0 15 May 2019
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba Qiwei Chen Huan Zhao Wei Li Pipei Huang Wenwu Ou 60 392 0 15 May 2019
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications Yuanfei Luo Mengshuo Wang Hao Zhou Quanming Yao Wei-Wei Tu Yuqiang Chen Qiang Yang Wenyuan Dai 82 109 0 29 Apr 2019
Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings Feiyang Pan Shuokai Li Xiang Ao Pingzhong Tang Qing He 86 188 0 25 Apr 2019
CPM-sensitive AUC for CTR prediction Zhaocheng Liu Guangxue Yin 32 1 0 23 Apr 2019
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall Chong Li Zhiyuan Liu Mengmeng Wu Yuchi Xu Pipei Huang Huan Zhao Guoliang Kang Qiwei Chen Wei Li Lee 66 386 0 17 Apr 2019
Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction Bin Liu Ruiming Tang Yingzhi Chen Jinkai Yu Huifeng Guo Yuzhou Zhang 3DV 76 154 0 09 Apr 2019
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems Jiaxuan You Yichen Wang Aditya Pal Pong Eksombatchai C. Rosenberg J. Leskovec 73 125 0 08 Apr 2019
Operation-aware Neural Networks for User Response Prediction Yi Yang Baile Xu S. Furao Jian Zhao 46 70 0 02 Apr 2019
Interaction-aware Factorization Machines for Recommender Systems Fuxing Hong Dongbo Huang Ge Chen 55 38 0 26 Feb 2019
Saec: Similarity-Aware Embedding Compression in Recommendation Systems Xiaorui Wu Hong Xu Honglin Zhang Huaming Chen Jian Wang 42 15 0 26 Feb 2019
Field-aware Neural Factorization Machine for Click-Through Rate Prediction Li Zhang Weichen Shen Shijian Li Gang Pan 60 34 0 25 Feb 2019
Diffusion Variational Autoencoders Luis A. Pérez Rey Vlado Menkovski Jacobus W. Portegies DiffM BDL DRL 69 62 0 25 Jan 2019
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation Hongwei Wang Fuzheng Zhang Miao Zhao Wenjie Li Xing Xie Minyi Guo 76 466 0 23 Jan 2019
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 51 160 0 15 Jan 2019
Large-scale Collaborative Filtering with Product Embeddings Thom Lake Sinead Williamson Alexander T. Hawk Christopher C. Johnson Benjamin Wing 42 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 84 209 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 53 1 0 04 Dec 2018
The Graph-Based Behavior-Aware Recommendation for Interactive News Mingyuan Ma Sen Na Hongyu Wang Congzhou Chen Jin Xu 130 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 71 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 145 862 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 28 1 0 20 Oct 2018
Wasserstein Autoencoders for Collaborative Filtering Jingbin Zhong Xiaofeng Zhang 32 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 133 1,069 0 11 Sep 2018
Action-conditional Sequence Modeling for Recommendation E. Smirnova HAI 22 0 0 07 Sep 2018
FinBrain: When Finance Meets AI 2.0 Xiaolin Zheng Mengying Zhu Qibing Li Chaochao Chen Yanchao Tan AIFin 81 56 0 26 Aug 2018
Multi-Perspective Neural Architecture for Recommendation System Han Xiao Yidong Chen X. Shi HAI 29 10 0 12 Jul 2018
Learning Theory and Algorithms for Revenue Management in Sponsored Search Lulu Wang Huahui Liu Guanhao Chen Shaola Ren Xiaonan Meng Yitao Hu 23 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 65 182 0 01 Jul 2018
Self-Attentive Neural Collaborative Filtering Yi Tay Shuai Zhang Anh Tuan Luu S. Hui 66 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 112 202 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 61 35 0 24 May 2018
Deep Factorization Machines for Knowledge Tracing Jill-Jênn Vie 63 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 161 65 0 12 Apr 2018
Broad Learning for Healthcare Bokai Cao 33 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 67 1,056 0 14 Mar 2018
Federated Meta-Learning with Fast Convergence and Efficient Communication Fei Chen Mi Luo Zhenhua Dong Zhenguo Li Xiuqiang He FedML 83 398 0 22 Feb 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie Minyi Guo 112 1,054 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 92 41 0 17 Nov 2017
Is Simple Better? Revisiting Non-linear Matrix Factorization for Learning Incomplete Ratings Vaibhav Krishna Tian Guo Nino Antulov-Fantulin 61 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 114 1,843 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 69 16 0 10 Apr 2017