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
Variational Factorization Machines for Preference Elicitation in Large-Scale Recommender Systems Jill-Jênn Vie Tomas Rigaux H. Kashima BDL 131 1 0 20 Dec 2022
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction Shiwei Li Huifeng Guo Luyao Hou Wei Zhang Xing Tang Ruiming Tang Rui Zhang Rui Li MQ 315 11 0 12 Dec 2022
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization Kayhan Behdin Qingquan Song Aman Gupta D. Durfee Ayan Acharya S. Keerthi Rahul Mazumder AAML 53 5 0 07 Dec 2022
Adaptive Risk-Aware Bidding with Budget Constraint in Display Advertising Zhimeng Jiang Kaixiong Zhou Mi Zhang Rui Chen Helen Zhou Soo-Hyun Choi 39 3 0 06 Dec 2022
Pareto Pairwise Ranking for Fairness Enhancement of Recommender Systems Hao Wang 32 4 0 06 Dec 2022
PoissonMat: Remodeling Matrix Factorization using Poisson Distribution and Solving the Cold Start Problem without Input Data Hao Wang 32 10 0 06 Dec 2022
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu Tun Lu Peng Zhang Ning Gu SSL 57 47 0 01 Dec 2022
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning Pengyu Qiu Xuhong Zhang S. Ji Chong Fu Xing Yang Ting Wang FedML AAML 130 13 0 01 Dec 2022
Hijack Vertical Federated Learning Models As One Party Pengyu Qiu Xuhong Zhang Shouling Ji Changjiang Li Yuwen Pu Xing Yang Ting Wang FedML 117 5 0 01 Dec 2022
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction Jiahuan Yan Jintai Chen YiXuan Wu Benlin Liu Jian Wu 93 39 0 30 Nov 2022
Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs Wenbin Gan Minh-Son Dao K. Zettsu 28 3 0 23 Nov 2022
AdaptDHM: Adaptive Distribution Hierarchical Model for Multi-Domain CTR Prediction Jinyun Li Huiwen Zheng Yuan-Cheng Liu Minfang Lu Lixia Wu Haoyuan Hu 99 8 0 22 Nov 2022
BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service Boya Du Shaochuan Lin Jiong Gao Xiyu Ji Mengya Wang Taotao Zhou Hengxu He Jia Jia Ning Hu 87 6 0 22 Nov 2022
From Node Interaction to Hop Interaction: New Effective and Scalable Graph Learning Paradigm Jie Chen Zilong Li Ying Zhu Junping Zhang Jian Pu 89 8 0 21 Nov 2022
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation Zhen Tian Ting Bai Ziyan Zhang Zhiyuan Xu Kangyi Lin Ji-Rong Wen Wayne Xin Zhao 80 19 0 21 Nov 2022
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction Quanyu Dai Haoxuan Li Peng Wu Zhenhua Dong Xiao-Hua Zhou Rui Zhang Rui zhang Jie Sun 88 55 0 12 Nov 2022
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction Yanyan Shen Lifan Zhao Weiyu Cheng Zibin Zhang Wenwen Zhou Kangyi Lin 71 5 0 28 Oct 2022
Risk-Aware Bid Optimization for Online Display Advertisement Rui Fan Erick Delage 99 3 0 28 Oct 2022
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling Zuowu Zheng Xiaofeng Gao Junwei Pan Qicong Luo Guihai Chen Dapeng Liu Jie Jiang 86 6 0 27 Oct 2022
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction P. Zhang Junlin Zhang 52 3 0 25 Oct 2022
Towards Robust Recommender Systems via Triple Cooperative Defense Qingyang Wang Defu Lian Chenwang Wu Enhong Chen AAML 66 4 0 25 Oct 2022
On-Device Model Fine-Tuning with Label Correction in Recommender Systems Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 36 2 0 21 Oct 2022
Tele-Knowledge Pre-training for Fault Analysis Zhuo Chen Wen Zhang Yufen Huang Yin Hua Yuxia Geng ... Song Jiang Zhaoyang Lian Yuchen Li Lei Cheng Hua-zeng Chen 97 17 0 20 Oct 2022
Deep Multi-Representation Model for Click-Through Rate Prediction Shereen Elsayed Lars Schmidt-Thieme 3DV 25 2 0 18 Oct 2022
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference Zehuan Wang Yingcan Wei Minseok Lee Matthias Langer F. Yu ... Daniel G. Abel Xu Guo Jianbing Dong Ji Shi Kunlun Li GNN LRM 51 33 0 17 Oct 2022
Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems Zhengbang Zhu Rongjun Qin Junjie Huang Xinyi Dai Yang Yu Yong Yu Weinan Zhang 74 2 0 11 Oct 2022
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction Wenlong Deng Lang Lang Ziqiang Liu B. Liu 106 0 0 09 Oct 2022
A2: Efficient Automated Attacker for Boosting Adversarial Training Zhuoer Xu Guanghui Zhu Changhua Meng Shiwen Cui ZhenZhe Ying Weiqiang Wang GU Ming Yihua Huang AAML 99 14 0 07 Oct 2022
Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning Junwu Xiong Xiaoyun Feng Yunzhou Shi James Y. Zhang Zhongzhou Zhao Wei Zhou OffRL 65 0 0 06 Oct 2022
VLSNR:Vision-Linguistics Coordination Time Sequence-aware News Recommendation Songhao Han Wei-Ping Huang Xiaotian Luan Beihang University AI4TS 74 3 0 06 Oct 2022
IGNiteR: News Recommendation in Microblogging Applications (Extended Version) Yuting Feng Bogdan Cautis GNN AI4TS 76 3 0 04 Oct 2022
Vertical Semi-Federated Learning for Efficient Online Advertising Wenjie Li Qiaolin Xia Hao Cheng Kouying Xue Shutao Xia FedML 142 16 0 30 Sep 2022
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions Minkyu Kim Hyunjin Choi Jinho Kim FAtt 84 8 0 30 Sep 2022
Efficient Graph based Recommender System with Weighted Averaging of Messages Faizan Ahemad 23 1 0 30 Sep 2022
EasyRec: An easy-to-use, extendable and efficient framework for building industrial recommendation systems Mengli Cheng Yue Gao Guoqiang Liu Hongsheng Jin Xiaowen Zhang 62 4 0 26 Sep 2022
FeatureBox: Feature Engineering on GPUs for Massive-Scale Ads Systems Weijie Zhao Xuewu Jiao Xinsheng Luo Jingxue Li Belhal Karimi Ping Li 70 2 0 26 Sep 2022
Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction Qiwei Chen Yue Xu Changhua Pei Shanshan Lv Tao Zhuang Junfeng Ge 3DV 25 3 0 25 Sep 2022
Flattened Graph Convolutional Networks For Recommendation Yue Xu Hao Chen Zengde Deng Yuanchen Bei Feiran Huang BDL GNN 35 1 0 25 Sep 2022
Boost CTR Prediction for New Advertisements via Modeling Visual Content Tan Yu Zhipeng Jin Jie Liu Yi Yang Hongliang Fei Ping Li 66 8 0 23 Sep 2022
Collaborative Anomaly Detection Ke Bai Aonan Zhang Zhizhong Li Ricardo Heano Chong-Jun Wang Lawrence Carin 44 1 0 20 Sep 2022
Feature embedding in click-through rate prediction S. Pahor Davorin Kopic J. Demšar LRM 34 0 0 20 Sep 2022
Human Pose Driven Object Effects Recommendation Zhaoxin Fan Feng Li Hongyan Liu Jun He Xiaoyong Du 59 2 0 17 Sep 2022
FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction P. Zhang Zheng Zheng Junlin Zhang 81 10 0 12 Sep 2022
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models Zhaorui Zhang Xiang-Rong Sheng Yujing Zhang Biye Jiang Shuguang Han Hongbo Deng Bo Zheng CML 112 38 0 04 Sep 2022
Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems Mao Ye Ruichen Jiang Haoxiang Wang Dhruv Choudhary Xiaocong Du Bhargav Bhushanam Aryan Mokhtari A. Kejariwal Qiang Liu TTA OOD AI4TS 82 8 0 02 Sep 2022
An Incremental Learning framework for Large-scale CTR Prediction Petros Katsileros Nikiforos Mandilaras Dimitrios Mallis Vassilis Pitsikalis Stavros Theodorakis Gil Chamiel Deeplab - Greece CLL 31 9 0 01 Sep 2022
Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou Kunpeng Li Guangcui Shao Naijun Yang Xiao Fang Yang Song 76 19 0 29 Aug 2022
Dynamic collaborative filtering Thompson Sampling for cross-domain advertisements recommendation Shion Ishikawa Young-joo Chung Yuya Hirate 18 1 0 25 Aug 2022
Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling Zheqi Lv Feng Wang Shengyu Zhang Kun Kuang Hongxia Yang Leilei Gan 51 8 0 19 Aug 2022
Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model Xiang-Rong Sheng Jingyue Gao Yueyao Cheng Siran Yang Shuguang Han Hongbo Deng Yuning Jiang Jian Xu Bo Zheng 78 28 0 12 Aug 2022