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
A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction Liyi Guo Rui Lu Haoqi Zhang Junqi Jin Zhenzhe Zheng ... Haiyang Xu Han Li Wen-kai Lu Jian Xu Kun Gai 13 12 0 20 Aug 2020
Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection Dongbo Xi Bowen Song Fuzhen Zhuang Yongchun Zhu Shuai Chen Tianyi Zhang Yuan Qi Qing He 11 9 0 08 Aug 2020
MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Lei Zhao Jinmei Luo Yu Zhang Heng Zou Zhaojie Liu Yanlong Du 7 68 0 07 Aug 2020
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks Bo Huang Ye Bi Zhenyu Wu Jianming Wang Jing Xiao GNN 17 5 0 06 Aug 2020
TPG-DNN: A Method for User Intent Prediction Based on Total Probability Formula and GRU Loss with Multi-task Learning Jingxing Jiang Zhubin Wang Fei Fang Binqiang Zhao 15 1 0 05 Aug 2020
Detecting Beneficial Feature Interactions for Recommender Systems Yixin Su Rui Zhang S. Erfani Zhenghua Xu 6 73 0 02 Aug 2020
DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions Ankit Ramchandani Chao Fan Ali Mostafavi 9 76 0 31 Jul 2020
Evolving Context-Aware Recommender Systems With Users in Mind Amit Livne Eliad Shem Tov Adir Solomon Achiya Elyasaf Bracha Shapira Lior Rokach 6 23 0 30 Jul 2020
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data Yuexiang Xie Zhen Wang Yaliang Li Bolin Ding Nezihe Merve Gürel Ce Zhang Minlie Huang Wei Lin Jingren Zhou 62 28 0 29 Jul 2020
Stochastic Normalized Gradient Descent with Momentum for Large-Batch Training Shen-Yi Zhao Chang-Wei Shi Yin-Peng Xie Wu-Jun Li ODL 26 8 0 28 Jul 2020
Iterative Boosting Deep Neural Networks for Predicting Click-Through Rate Amit Livne Roy Dor Eyal Mazuz Tamar Didi Bracha Shapira Lior Rokach 6 4 0 26 Jul 2020
Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint Zhuojian Xiao Yunjiang Jiang Guoyu Tang Lin Liu Sulong Xu Yun Xiao Weipeng P. Yan MoE 21 8 0 24 Jul 2020
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations Weihao Gao Xiangjun Fan Chong-Jun Wang Jiankai Sun Kai Jia Wen Xiao Ruofan Ding Xingyan Bin Hui Yang Xiaobing Liu CML 9 21 0 12 Jul 2020
GateNet: Gating-Enhanced Deep Network for Click-Through Rate Prediction Tongwen Huang Qingyun She Zhiqiang Wang Junlin Zhang 32 29 0 06 Jul 2020
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location Rasheed el-Bouri D. Eyre Peter Watkinson T. Zhu David A. Clifton OOD 6 33 0 01 Jul 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 21 86 0 29 Jun 2020
Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning Wenhui Yu Zheng Qin NoLa 26 49 0 28 Jun 2020
AutoRec: An Automated Recommender System Ting-Hsiang Wang Qingquan Song Xiaotian Han Zirui Liu Haifeng Jin Xia Hu 19 20 0 26 Jun 2020
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures Julien Launay Iacopo Poli Franccois Boniface Florent Krzakala 36 62 0 23 Jun 2020
Correct Normalization Matters: Understanding the Effect of Normalization On Deep Neural Network Models For Click-Through Rate Prediction Zhiqiang Wang Qingyun She Pengtao Zhang Junlin Zhang 16 7 0 23 Jun 2020
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection Michael Tsang Dehua Cheng Hanpeng Liu Xuening Feng Eric Zhou Yan Liu FAtt 16 60 0 19 Jun 2020
How does this interaction affect me? Interpretable attribution for feature interactions Michael Tsang Sirisha Rambhatla Yan Liu FAtt 22 85 0 19 Jun 2020
Learning Effective Representations for Person-Job Fit by Feature Fusion Jun-hai Jiang Songyun Ye Wei Wang Jingran Xu Xia Luo FaML 12 43 0 12 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 21 16 0 10 Jun 2020
Training with Multi-Layer Embeddings for Model Reduction Benjamin Ghaemmaghami Zihao Deng B. Cho Leo Orshansky A. Singh M. Erez Michael Orshansky 3DV 9 10 0 10 Jun 2020
Differentiable Neural Input Search for Recommender Systems Weiyu Cheng Yanyan Shen Linpeng Huang 23 36 0 08 Jun 2020
Feature Interaction based Neural Network for Click-Through Rate Prediction Dafang Zou Leimin Zhang Jiafa Mao Weiguo Sheng 9 3 0 07 Jun 2020
Chromatic Learning for Sparse Datasets Vladimir Feinberg Peter Bailis 16 0 0 06 Jun 2020
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users Shijun Li Wenqiang Lei Qingyun Wu Xiangnan He Peng Jiang Tat-Seng Chua 18 118 0 23 May 2020
Network On Network for Tabular Data Classification in Real-world Applications Yuanfei Luo Hao Zhou Wei-Wei Tu Yuqiang Chen Wenyuan Dai Qiang Yang 10 34 0 20 May 2020
Controllable Multi-Interest Framework for Recommendation Yukuo Cen Jianwei Zhang Xu Zou Chang Zhou Hongxia Yang Jie Tang 19 263 0 19 May 2020
A Social Search Model for Large Scale Social Networks Yunzhong He Wenyuan Li Liangxing Chen Gabriel Forgues Xunlong Gui Sui Liang Bo Hou GNN 26 2 0 09 May 2020
DS-FACTO: Doubly Separable Factorization Machines Parameswaran Raman S.V.N. Vishwanathan 13 0 0 29 Apr 2020
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 18 10 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 17 8 0 08 Apr 2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product Lei Zhao Xiaohui Wang Lei Huang 10 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 59 150 0 12 Mar 2020
Practical Privacy Preserving POI Recommendation Chaochao Chen Jun Zhou Bingzhe Wu W. Fang Li Wang Yuan Qi Xiaolin Zheng 6 67 0 05 Mar 2020
Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? Keita Ota Tomoaki Oiki Devesh K. Jha T. Mariyama D. Nikovski OffRL 19 40 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 15 4 0 17 Feb 2020
Generalized Embedding Machines for Recommender Systems Enneng Yang Xin Xin Li Shen G. Guo 26 2 0 16 Feb 2020
Targeted display advertising: the case of preferential attachment Saurav Manchanda Pranjul Yadav Khoa D. Doan S. Keerthi 20 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 9 70 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 14 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 29 48 0 22 Jan 2020
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation Fajie Yuan Xiangnan He Alexandros Karatzoglou Liguang Zhang 21 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 6 7 0 08 Jan 2020
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Gabriel de Souza Pereira Moreira GNN 29 2 0 29 Dec 2019
Learning to Recommend via Meta Parameter Partition Liang Zhao Yang Wang Daxiang Dong Hao Tian OffRL CLL 22 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 16 30 0 22 Nov 2019