Product-based Neural Networks for User Response Prediction

1 November 2016

Yong Yu

Papers citing "Product-based Neural Networks for User Response Prediction"

50 / 205 papers shown

Title
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 30 10 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 45 71 0 07 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 22 1 0 05 Aug 2020
COMET: Convolutional Dimension Interaction for Collaborative Filtering Zhuoyi Lin Lei Feng Xingzhi Guo Yu Zhang Rui Yin C. Kwoh Chi Xu AI4TS 37 6 0 28 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 70 87 0 29 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 90 7 0 23 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 114 16 0 10 Jun 2020
Feature Interaction based Neural Network for Click-Through Rate Prediction Dafang Zou Leimin Zhang Jiafa Mao Weiguo Sheng 82 3 0 07 Jun 2020
Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction Weinan Xu Hengxu He Min Tan Yunming Li Jun Lang Dongbai Guo 41 39 0 22 May 2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product Lei Zhao Xiaohui Wang Lei Huang 40 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
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
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 84 48 0 22 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 34 7 0 08 Jan 2020
Learning to Recommend via Meta Parameter Partition Liang Zhao Yang Wang Daxiang Dong Hao Tian OffRL CLL 81 7 0 04 Dec 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 23 4 0 18 Nov 2019
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling Jiarui Qin Kan Ren Yuchen Fang Weinan Zhang Yong Yu 65 40 0 10 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 56 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
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
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
Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network Xin Wang Bochun Wu Yun Ye Y. Zhong 59 45 0 26 Jul 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
Click-Through Rate Prediction with the User Memory Network W. Ouyang Xiuwu Zhang Shukui Ren Li Li Zhaojie Liu Yanlong Du 3DV HAI 34 10 0 09 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 37 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 56 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
Exact-K Recommendation via Maximal Clique Optimization Yu Gong Yu Zhu Lu Duan Qingwen Liu Ziyu Guan Fei Sun Wenwu Ou Kenny Q. Zhu OffRL CML 100 59 0 17 May 2019
Deep Landscape Forecasting for Real-time Bidding Advertising Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Yong Yu OOD 78 38 0 07 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 72 109 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 83 188 0 25 Apr 2019
CPM-sensitive AUC for CTR prediction Zhaocheng Liu Guangxue Yin 27 1 0 23 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 65 154 0 09 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
Field-aware Neural Factorization Machine for Click-Through Rate Prediction Li Zhang Weichen Shen Shijian Li Gang Pan 49 34 0 25 Feb 2019
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 37 1 0 04 Dec 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 142 862 0 29 Oct 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 130 1,069 0 11 Sep 2018
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising Kan Ren Yuchen Fang Weinan Zhang Shuhao Liu Jiajun Li Ya Zhang Yong Yu Jun Wang HAI 56 35 0 11 Aug 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 54 182 0 01 Jul 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
Augmenting Recurrent Neural Networks with High-Order User-Contextual Preference for Session-Based Recommendation Younghun Song Jae-Gil Lee 29 6 0 08 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 65 1,056 0 14 Mar 2018
Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising Kan Ren Weinan Zhang Kenny Chang Yifei Rong Yong Yu Jun Wang 34 77 0 01 Mar 2018
Learning Tree-based Deep Model for Recommender Systems Ziru Xu Xiang Li Pengye Zhang Guozheng Li Jie He Han Li Kun Gai 140 293 0 08 Jan 2018