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
Risk-Aware Bid Optimization for Online Display Advertisement Rui Fan Erick Delage 11 3 0 28 Oct 2022
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MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction P. Zhang Junlin Zhang 25 3 0 25 Oct 2022
Towards Robust Recommender Systems via Triple Cooperative Defense Qingyang Wang Defu Lian Chenwang Wu Enhong Chen AAML 16 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 19 2 0 21 Oct 2022
Tele-Knowledge Pre-training for Fault Analysis Zhuo Chen Wen Zhang Yufen Huang Mingyang Chen Yuxia Geng ... Song Jiang Zhaoyang Lian Y. Li Lei Cheng Hua-zeng Chen 49 17 0 20 Oct 2022
Deep Multi-Representation Model for Click-Through Rate Prediction Shereen Elsayed Lars Schmidt-Thieme 3DV 17 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 25 32 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 44 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 26 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 36 13 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 13 0 0 06 Oct 2022
VLSNR:Vision-Linguistics Coordination Time Sequence-aware News Recommendation Songhao Han Wei Huang Xiaotian Luan Beihang University AI4TS 36 3 0 06 Oct 2022
IGNiteR: News Recommendation in Microblogging Applications (Extended Version) Yuting Feng Bogdan Cautis GNN AI4TS 31 3 0 04 Oct 2022
Vertical Semi-Federated Learning for Efficient Online Advertising Wenjie Li Qiaolin Xia Hao Cheng Kouying Xue Shutao Xia FedML 42 14 0 30 Sep 2022
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions Minkyu Kim Hyunjin Choi Jinho Kim FAtt 38 8 0 30 Sep 2022
Efficient Graph based Recommender System with Weighted Averaging of Messages Faizan Ahemad 18 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 29 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 43 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 20 3 0 25 Sep 2022
Flattened Graph Convolutional Networks For Recommendation Yue Xu Hao Chen Zengde Deng Yuan-Qi Bei Feiran Huang BDL GNN 21 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 39 8 0 23 Sep 2022
Collaborative Anomaly Detection Ke Bai Aonan Zhang Zhizhong Li Ricardo Heano Chong-Jun Wang Lawrence Carin 16 1 0 20 Sep 2022
Feature embedding in click-through rate prediction S. Pahor Davorin Kopic J. Demšar LRM 15 0 0 20 Sep 2022
Human Pose Driven Object Effects Recommendation Zhaoxin Fan Feng Li Hongyan Liu Jun He Xiaoyong Du 11 2 0 17 Sep 2022
FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction P. Zhang Zheng Zheng Junlin Zhang 34 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 42 36 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 45 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 11 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 26 14 0 29 Aug 2022
Dynamic collaborative filtering Thompson Sampling for cross-domain advertisements recommendation Shion Ishikawa Young-joo Chung Yuya Hirate 14 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 Fei Wu 37 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 21 26 0 12 Aug 2022
Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design Zhilong Chen J. Piao Xiaochong Lan Hancheng Cao Chen Gao Zhicong Lu Yong Li 27 9 0 08 Aug 2022
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations Ziheng Chen Fabrizio Silvestri Jia Wang Yongfeng Zhang Zhenhua Huang H. Ahn Gabriele Tolomei CML 30 27 0 04 Aug 2022
Exploration with Model Uncertainty at Extreme Scale in Real-Time Bidding Jan Hartman Davorin Kopic 12 2 0 03 Aug 2022
BERT4Loc: BERT for Location -- POI Recommender System Syed Raza Bashir Shaina Raza Vojislav B. Mišić 13 10 0 02 Aug 2022
JDRec: Practical Actor-Critic Framework for Online Combinatorial Recommender System Xin Zhao Zhiwei Fang Yuchen Guo Jie He Wenlong Chen Changping Peng 21 0 0 27 Jul 2022
$The trade-offs of model size in large recommendation models : A 10000 $\times$ compressed criteo-tb DLRM model (100 GB parameters to mere 10MB)$ The trade-offs of model size in large recommendation models : A 10000 $\times$ compressed criteo-tb DLRM model (100 GB parameters to mere 10MB) Aditya Desai Anshumali Shrivastava AI4CE 20 3 0 21 Jul 2022
Data-Centric Epidemic Forecasting: A Survey Alexander Rodríguez Harshavardhan Kamarthi Pulak Agarwal Javen Ho Mira Patel Suchet Sapre B. Prakash OOD 31 18 0 19 Jul 2022
Why do tree-based models still outperform deep learning on tabular data? Léo Grinsztajn Edouard Oyallon Gaël Varoquaux LMTD 35 357 0 18 Jul 2022
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems Tunhou Zhang Dehua Cheng Yuchen He Zhengxing Chen Xiaoliang Dai Liang Xiong Feng Yan H. Li Yiran Chen W. Wen 33 17 0 14 Jul 2022
Device-Cloud Collaborative Recommendation via Meta Controller Jiangchao Yao Feng Wang Xichen Ding Shaohu Chen Bo Han Jingren Zhou Hongxia Yang 30 17 0 07 Jul 2022
Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems Yixin Su Yunxiang Zhao S. Erfani Junhao Gan Rui Zhang 107 24 0 28 Jun 2022
Cooperative Retriever and Ranker in Deep Recommenders Xunpeng Huang Defu Lian Jin Chen Liu Zheng Xing Xie Enhong Chen VLM AI4TS 30 11 0 28 Jun 2022
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction Tianwei Cao Qianqian Xu Zhiyong Yang Qingming Huang 36 6 0 28 Jun 2022
Functional Optimization Reinforcement Learning for Real-Time Bidding Yining Lu Chang-Tien Lu Naina Bandyopadhyay M. Kumar Gaurav Gupta 14 1 0 25 Jun 2022
Toward An Optimal Selection of Dialogue Strategies: A Target-Driven Approach for Intelligent Outbound Robots Ruifeng Qian Shijie Li Mengjiao Bao Huan Chen Yu Che 20 2 0 22 Jun 2022
PHN: Parallel heterogeneous network with soft gating for CTR prediction Ri-Qi Su Alphonse Houssou Hounye Cong Cao Muzhou Hou 17 1 0 18 Jun 2022
Boosting Factorization Machines via Saliency-Guided Mixup Chenwang Wu Defu Lian Yong Ge Min Zhou Enhong Chen Dacheng Tao 16 4 0 17 Jun 2022