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
Privacy-Aware Recommender Systems Challenge on Twitter's Home Timeline Luca Belli S. Ktena Alykhan Tejani A. Lung-Yut-Fong Frank Portman ... Gabriele Sottocornola Walter Anelli N. Andrade Jessie J. Smith Wenzhe Shi AI4TS 80 12 0 28 Apr 2020
Survey for Trust-aware Recommender Systems: A Deep Learning Perspective Manqing Dong Feng Yuan Lina Yao Xianzhi Wang Xiwei Xu Liming Zhu 68 8 0 08 Apr 2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product Lei Zhao Xiaohui Wang Lei Huang 56 8 0 01 Apr 2020
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems Weijie Zhao Deping Xie Ronglai Jia Yulei Qian Rui Ding Mingming Sun P. Li MoE 120 152 0 12 Mar 2020
Practical Privacy Preserving POI Recommendation Chaochao Chen Jun Zhou Bingzhe Wu W. Fang Li Wang Yuan Qi Xiaolin Zheng 78 68 0 05 Mar 2020
Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? Keita Ota Tomoaki Oiki Devesh K. Jha T. Mariyama D. Nikovski OffRL 105 42 0 03 Mar 2020
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving Wei Deng Junwei Pan Tian Zhou Deguang Kong Aaron Flores Guang Lin 34 4 0 17 Feb 2020
Generalized Embedding Machines for Recommender Systems Enneng Yang Xin Xin Li Shen G. Guo 53 2 0 16 Feb 2020
Targeted display advertising: the case of preferential attachment Saurav Manchanda Pranjul Yadav Khoa D. Doan S. Keerthi 34 1 0 07 Feb 2020
Graph Convolution Machine for Context-aware Recommender System Jiancan Wu Xiangnan He Xiang Wang Qifan Wang Weijia Chen Jianxun Lian Xing Xie GNN 70 71 0 30 Jan 2020
On the Fairness of Randomized Trials for Recommendation with Heterogeneous Demographics and Beyond Zifeng Wang Xi Chen Rui Wen Shao-Lun Huang 130 1 0 25 Jan 2020
MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection Mi Luo Fei Chen Pengxiang Cheng Zhenhua Dong Xiuqiang He Jiashi Feng Zhenguo Li 96 48 0 22 Jan 2020
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation Fajie Yuan Xiangnan He Alexandros Karatzoglou Liguang Zhang 46 0 0 13 Jan 2020
Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution Shu-Ting Shi Wenhao Zheng Jun Tang Qingguo Chen Yao Hu Jianke Zhu Ming Li AI4TS 42 7 0 08 Jan 2020
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Gabriel de Souza Pereira Moreira GNN 52 2 0 29 Dec 2019
Learning to Recommend via Meta Parameter Partition Liang Zhao Yang Wang Daxiang Dong Hao Tian OffRL CLL 81 7 0 04 Dec 2019
An End-to-End Framework for Cold Question Routing in Community Question Answering Services Jiankai Sun Jie Zhao Huan Sun Srinivasan Parthasarathy 50 30 0 22 Nov 2019
Learning Feature Interactions with Lorentzian Factorization Machine Canran Xu Ming Wu 59 26 0 22 Nov 2019
Pairwise Interactive Graph Attention Network for Context-Aware Recommendation Yahui Liu S. Furao Jian Zhao 28 4 0 18 Nov 2019
FLEN: Leveraging Field for Scalable CTR Prediction Wenqiang Chen Lizhang Zhan Yuanlong Ci Minghua Yang Chen Lin Dugang Liu 83 23 0 12 Nov 2019
Sequence-Aware Factorization Machines for Temporal Predictive Analytics Tong Chen Hongzhi Yin Quoc Viet Hung Nguyen Wen-Chih Peng Xue Li Xiaofang Zhou 66 66 0 07 Nov 2019
Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction Yikai Wang Liang Zhang Quanyu Dai F. Sun Bo Zhang Yang He Weipeng P. Yan Yongjun Bao OOD 46 13 0 03 Nov 2019
Graph Neural News Recommendation with Long-term and Short-term Interest Modeling Linmei Hu Chen Li C. Shi Cheng Yang Chao Shao GNN AI4TS 50 174 0 30 Oct 2019
Algorithmic Copywriting: Automated Generation of Health-Related Advertisements to Improve their Performance Brit Youngmann Ran Gilad-Bachrach D. Karmon E. Yom-Tov MedIm 108 8 0 27 Oct 2019
Learning to Recommend from Sparse Data via Generative User Feedback Wenlin Wang Hongteng Xu Ruiyi Zhang Wenqi Wang Piyush Rai Lawrence Carin 27 0 0 21 Oct 2019
Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning Wenhao Zhang Wentian Bao Xiao-Yang Liu Keping Yang Quan Lin Hong Wen Ramin Ramezani CML 124 108 0 16 Oct 2019
Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction Hong Wen Jing Zhang Yuan Wang Fuyu Lv Wentian Bao Quan Lin Keping Yang 60 9 0 15 Oct 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 82 221 0 12 Oct 2019
Dual Learning Algorithm for Delayed Conversions Yuta Saito Gota Morishita Shota Yasui 32 0 0 04 Oct 2019
Neural Hybrid Recommender: Recommendation needs collaboration Ezgi Yildirim Payam V. Azad cSule Gunduz Ouguducu 24 4 0 29 Sep 2019
Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation Systems Antonio A. Ginart Maxim Naumov Dheevatsa Mudigere Jiyan Yang James Zou 102 101 0 25 Sep 2019
Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks C. Shi Xiaotian Han Li Song Tianlin Li Senzhang Wang Junping Du Philip S. Yu 139 100 0 14 Sep 2019
Distributed Equivalent Substitution Training for Large-Scale Recommender Systems Haidong Rong Yangzihao Wang Feihu Zhou Junjie Zhai Haiyang Wu ... Fan Li Han Zhang Yuekui Yang Zhenyu Guo Di Wang OffRL 51 11 0 10 Sep 2019
DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems Xiangyu Zhao Changsheng Gu Haoshenglun Zhang Xiwang Yang Xiaobing Liu Jiliang Tang Hui Liu OffRL 83 102 0 09 Sep 2019
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions Weiyu Cheng Yanyan Shen Linpeng Huang 75 169 0 07 Sep 2019
Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems Hao-Jun Michael Shi Dheevatsa Mudigere Maxim Naumov Jiyan Yang 82 122 0 04 Sep 2019
Feature Interaction-aware Graph Neural Networks Kaize Ding Yichuan Li Jundong Li Chenghao Liu Huan Liu GNN 52 10 0 19 Aug 2019
Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising Junwei Pan Yizhi Mao A. L. Ruiz Yu Sun Aaron Flores 54 38 0 24 Jul 2019
Neural News Recommendation with Attentive Multi-View Learning Chuhan Wu Fangzhao Wu Mingxiao An Jianqiang Huang Yongfeng Huang Xing Xie 68 279 0 12 Jul 2019
NPA: Neural News Recommendation with Personalized Attention Chuhan Wu Fangzhao Wu Mingxiao An Jianqiang Huang Yongfeng Huang Xing Xie AI4TS 87 324 0 12 Jul 2019
Privileged Features Distillation at Taobao Recommendations Chen Xu Quan Li Junfeng Ge Jinyang Gao Xiaoyong Yang Changhua Pei Fei Sun Jian Wu Hanxiao Sun Wenwu Ou 63 67 0 11 Jul 2019
Click-Through Rate Prediction with the User Memory Network W. Ouyang Xiuwu Zhang Shukui Ren Li Li Zhaojie Liu Yanlong Du 3DV HAI 47 10 0 09 Jul 2019
Infer Implicit Contexts in Real-time Online-to-Offline Recommendation Xichen Ding Jie Tang T. Liu Cheng Xu Yaping Zhang Feng Shi Qixia Jiang Dan Shen OffRL CML 31 15 0 08 Jul 2019
Search-Based Serving Architecture of Embeddings-Based Recommendations S. Liberman S. Bar Raphael Vannerom Danny Rosenstein R. Lempel DML 29 0 0 07 Jul 2019
Res-embedding for Deep Learning Based Click-Through Rate Prediction Modeling Guorui Zhou Kailun Wu Weijie Bian Zhao Yang Xiaoqiang Zhu Kun Gai 48 6 0 25 Jun 2019
Representation Learning-Assisted Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Shukui Ren Chao Qi Zhaojie Liu Yanlong Du 3DV 68 22 0 11 Jun 2019
Deep Spatio-Temporal Neural Networks for Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Li Li Heng Zou Xin Xing Zhaojie Liu Yanlong Du 66 56 0 10 Jun 2019
Deep Learning Recommendation Model for Personalization and Recommendation Systems Maxim Naumov Dheevatsa Mudigere Hao-Jun Michael Shi Jianyu Huang Narayanan Sundaraman ... Wenlin Chen Vijay Rao Bill Jia Liang Xiong M. Smelyanskiy 96 743 0 31 May 2019
Enhancing Item Response Theory for Cognitive Diagnosis Song Cheng Qi Liu AI4Ed 74 99 0 27 May 2019
Learning Cross-Domain Representation with Multi-Graph Neural Network Ouyang Yi Bin Guo Xing Tang Xiuqiang He Jian Xiong Zhiwen Yu AI4CE 63 18 0 24 May 2019