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
AEFE: Automatic Embedded Feature Engineering for Categorical Features Zhenyuan Zhong Jie Yang Yacong Ma Shoubin Dong Jinlong Hu 120 2 0 19 Oct 2021
SAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenarios Qi Shen Wanjie Tao Jing Zhang Hong Wen Zulong Chen Quan Lu 84 74 0 13 Oct 2021
Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation Yiyu Liu Qian Liu Yu Tian Changping Wang Yanan Niu Yang Song Chenliang Li 96 53 0 28 Sep 2021
Dynamic Sequential Graph Learning for Click-Through Rate Prediction Yunfei Chu Xiaofu Chang Kunyang Jia Jingzhen Zhou Hongxia Yang 74 5 0 26 Sep 2021
Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs Yuandong Wang Hongzhi Yin Lian Wu Tong Chen Chunyang Liu 46 7 0 14 Sep 2021
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model Qiwei Chen Changhua Pei Shanshan Lv Chao Li Junfeng Ge Wenwu Ou LRM CML 3DV 69 66 0 10 Aug 2021
DGEM: A New Dual-modal Graph Embedding Method in Recommendation System Huimin Zhou Qing Li Yong Jiang Rongwei Yang Zhuyun Qi AI4TS 33 0 0 09 Aug 2021
Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning Yu Li Fei Xiong Ziyi Wang Zulong Chen Chuanfei Xu Yuyu Yin Li Zhou 29 8 0 09 Aug 2021
Simple Modifications to Improve Tabular Neural Networks J. Fiedler LMTD 127 19 0 06 Aug 2021
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction Fuyuan Lyu Xing Tang Huifeng Guo Ruiming Tang Xiuqiang He Rui Zhang Xue Liu 99 22 0 03 Aug 2021
Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Prediction Yun Yue Yongchao Liu Suo Tong Minghao Li Zhen Zhang Chunyang Wen Huanjun Bao Lihong Gu Jinjie Gu Yixiang Mu ODL AI4CE 35 2 0 30 Jul 2021
ContextNet: A Click-Through Rate Prediction Framework Using Contextual information to Refine Feature Embedding Zhiqiang Wang Qingyun She Pengtao Zhang Junlin Zhang 59 8 0 26 Jul 2021
Leaf-FM: A Learnable Feature Generation Factorization Machine for Click-Through Rate Prediction Qingyun She Zhiqiang Wang Junlin Zhang 42 1 0 26 Jul 2021
Denoising User-aware Memory Network for Recommendation Zhiwei. Bian Shaojun Zhou Hao Xu Qihong Yang Zhenqi Sun Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li HAI AI4TS 101 36 0 12 Jul 2021
FINT: Field-aware INTeraction Neural Network For CTR Prediction Zhishan Zhao Sen Yang Guohui Liu Dawei Feng Ke Xu 50 9 0 05 Jul 2021
SHORING: Design Provable Conditional High-Order Interaction Network via Symbolic Testing Hui Li Xingbo Fu Ruofan Wu Jinyu Xu Kai Y. Xiao ... Weiqiang Wang Shuai Chen Leilei Shi Tao Xiong Yuan Qi AI4TS 26 0 0 03 Jul 2021
AutoLoss: Automated Loss Function Search in Recommendations Xiangyu Zhao Haochen Liu Wenqi Fan Hui Liu Jiliang Tang Chong Wang 83 60 0 12 Jun 2021
Muddling Label Regularization: Deep Learning for Tabular Datasets Karim Lounici Katia Méziani Benjamin Riu 85 6 0 08 Jun 2021
PURS: Personalized Unexpected Recommender System for Improving User Satisfaction Pan Li Maofei Que Zhichao Jiang Yao Hu Alexander Tuzhilin 46 45 0 05 Jun 2021
Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction Pan Li Zhichao Jiang Maofei Que Yao Hu Alexander Tuzhilin LRM 30 56 0 05 Jun 2021
Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling Zhenhui Xu Meng Zhao Liqun Liu Lei Xiao Xiaopeng Zhang Bifeng Zhang OffRL 43 10 0 04 Jun 2021
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Shukui Ren Li Li Kun Zhang Jinmei Luo Zhaojie Liu Yanlong Du 53 46 0 19 May 2021
DCAP: Deep Cross Attentional Product Network for User Response Prediction Zekai Chen Fangtian Zhong Zhumin Chen Xiao Zhang Robert Pless Xiuzhen Cheng 76 11 0 18 May 2021
Looking at CTR Prediction Again: Is Attention All You Need? Yuan Cheng Yanbo Xue CML HAI 63 19 0 12 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 158 299 0 27 Apr 2021
XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction Runlong Yu Yuyang Ye Qi Liu Zihan Wang Chunfeng Yang Yucheng Hu Enhong Chen 69 19 0 22 Apr 2021
Deep Learning for Click-Through Rate Estimation Weinan Zhang Jiarui Qin Wei Guo Ruiming Tang Xiuqiang He 3DV HAI 82 113 0 21 Apr 2021
Efficient Click-Through Rate Prediction for Developing Countries via Tabular Learning Joonyoung Yi Buru Chang 22 1 0 15 Apr 2021
Random Intersection Chains Qiuqiang Lin Chuanhou Gao AI4TS 40 2 0 10 Apr 2021
DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization Machine Model Ling-Hao Chen Hongyu Shi 25 8 0 05 Apr 2021
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling Tong Chen Hongzhi Yin Xiangliang Zhang Zi Huang Yang Wang Meng Wang 133 12 0 05 Apr 2021
DNN2LR: Automatic Feature Crossing for Credit Scoring Qiang Liu Zhaocheng Liu Haoli Zhang Yuntian Chen Jun Zhu 33 0 0 24 Feb 2021
One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction Xiang-Rong Sheng Liqin Zhao Guorui Zhou Xinyao Ding Binding Dai ... Siran Yang Jingshan Lv Chi Zhang Hongbo Deng Xiaoqiang Zhu LRM 102 191 0 27 Jan 2021
User Response Prediction in Online Advertising Zhabiz Gharibshah Xingquan Zhu OffRL 115 50 0 07 Jan 2021
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction Runsheng Yu Yu Gong Xu He Bo An Yu Zhu Qingwen Liu Wenwu Ou 54 58 0 22 Dec 2020
Improving Knowledge Tracing via Pre-training Question Embeddings Yunfei Liu Yang Yang Xianyu Chen Jian Shen Haifeng Zhang Yong Yu AI4Ed 71 120 0 09 Dec 2020
Field-wise Learning for Multi-field Categorical Data Zhibin Li Jian Zhang Yongshun Gong Yazhou Yao Qiang Wu CML OOD 47 9 0 01 Dec 2020
Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning Chao Du Zhifeng Gao Shuo Yuan Lining Gao Z. Li Yifan Zeng Xiaoqiang Zhu Jian Xu Kun Gai Kuang-chih Lee 96 18 0 25 Nov 2020
RRCN: A Reinforced Random Convolutional Network based Reciprocal Recommendation Approach for Online Dating Linhao Luo Liqi Yang Ju Xin Yixiang Fang Xiaofeng Zhang Xiaofei Yang Kai Chen Zhiyuan Zhang Kai Liu 26 3 0 25 Nov 2020
DADNN: Multi-Scene CTR Prediction via Domain-Aware Deep Neural Network Junyou He Guibao Mei Feng Xing Xiaorui Yang Yongjun Bao Weipeng P. Yan 25 7 0 24 Nov 2020
CAN: Feature Co-Action for Click-Through Rate Prediction Weijie Bian Kailun Wu Lejian Ren Qi Pi Yujing Zhang ... Xinchen Luo Shiming Xiang Guorui Zhou Xiaoqiang Zhu Hongbo Deng 62 9 0 11 Nov 2020
Ensemble Knowledge Distillation for CTR Prediction Jieming Zhu Jinyang Liu Weiqi Li Jincai Lai Xiuqiang He Liang Chen Zibin Zheng 138 57 0 08 Nov 2020
Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling Jianwen Yin Chenghao Liu Weiqing Wang Jianling Sun Guosheng Lin 58 30 0 22 Oct 2020
Field-Embedded Factorization Machines for Click-through rate prediction Harshit Pande 81 15 0 13 Sep 2020
BARS-CTR: Open Benchmarking for Click-Through Rate Prediction Jieming Zhu Jinyang Liu Shuai Yang Qi Zhang Xiuqiang He 96 130 0 12 Sep 2020
CatGCN: Graph Convolutional Networks with Categorical Node Features Weijia Chen Fuli Feng Qifan Wang Xiangnan He Chonggang Song Guohui Ling Yongdong Zhang GNN 51 23 0 11 Sep 2020
A Practical Incremental Method to Train Deep CTR Models Yichao Wang Huifeng Guo Ruiming Tang Zhirong Liu Xiuqiang He CLL 67 31 0 04 Sep 2020
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data Zhaocheng Liu Qiang Liu Haoli Zhang Yuntian Chen 84 13 0 22 Aug 2020
Review Regularized Neural Collaborative Filtering Zhimeng Pan Wenzheng Tao Qingyao Ai 21 0 0 20 Aug 2020
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 63 12 0 20 Aug 2020