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1807.00311
Cited By
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data
1 July 2018
Yanru Qu
Bohui Fang
Weinan Zhang
Ruiming Tang
Minzhe Niu
Huifeng Guo
Yong Yu
Xiuqiang He
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Papers citing
"Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data"
30 / 30 papers shown
Title
Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction
Honghao Li
Yiwen Zhang
Yi Zhang
Lei Sang
Jieming Zhu
142
0
0
23 May 2025
FuXi-
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: Scaling Recommendation Model with Feature Interaction Enhanced Transformer
Yufei Ye
Wei Guo
Jin Yao Chin
Hao Wang
Hong Zhu
...
Yuyang Ye
Yixiao Liu
Ruiming Tang
Defu Lian
Enhong Chen
149
2
0
05 Feb 2025
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System
Lei Zheng
Ning Li
Weinan Zhang
Yong Yu
AI4TS
77
0
0
24 Apr 2024
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
Tianyuan Zou
Zixuan Gu
Yuanqin He
Hideaki Takahashi
Yang Liu
Ya-Qin Zhang
FedML
89
6
0
15 Oct 2023
AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction
Yachen Yan
Liubo Li
84
3
0
06 Jan 2023
xDeepInt: a hybrid architecture for modeling the vector-wise and bit-wise feature interactions
Yachen Yan
Liubo Li
66
9
0
03 Jan 2023
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
73
19
0
21 Nov 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
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
AEFE: Automatic Embedded Feature Engineering for Categorical Features
Zhenyuan Zhong
Jie Yang
Yacong Ma
Shoubin Dong
Jinlong Hu
120
2
0
19 Oct 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
TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction
Xiawei Guo
Yuhan Quan
Huan Zhao
Quanming Yao
Yong Li
Wei-Wei Tu
44
28
0
20 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
ARM-Net: Adaptive Relation Modeling Network for Structured Data
Shaofeng Cai
Kaiping Zheng
Gang Chen
H. V. Jagadish
Beng Chin Ooi
Meihui Zhang
104
51
0
05 Jul 2021
Online Interaction Detection for Click-Through Rate Prediction
Qiuqiang Lin
Chuanhou Gao
52
0
0
27 Jun 2021
Muddling Label Regularization: Deep Learning for Tabular Datasets
Karim Lounici
Katia Méziani
Benjamin Riu
85
6
0
08 Jun 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
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table
Huifeng Guo
Wei Guo
Yong Gao
Ruiming Tang
Xiuqiang He
Wenzhi Liu
85
21
0
17 Apr 2021
User Response Prediction in Online Advertising
Zhabiz Gharibshah
Xingquan Zhu
OffRL
115
50
0
07 Jan 2021
Field-wise Learning for Multi-field Categorical Data
Zhibin Li
Jian Zhang
Yongshun Gong
Yazhou Yao
Qiang Wu
CML
OOD
53
9
0
01 Dec 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
GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems
Yishi Xu
Yingxue Zhang
Wei Guo
Huifeng Guo
Ruiming Tang
Mark Coates
CLL
92
82
0
25 Aug 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
Network On Network for Tabular Data Classification in Real-world Applications
Yuanfei Luo
Hao Zhou
Wei-Wei Tu
Yuqiang Chen
Wenyuan Dai
Qiang Yang
52
36
0
20 May 2020
Graph Convolution Machine for Context-aware Recommender System
Jiancan Wu
Xiangnan He
Xiang Wang
Qifan Wang
Weijia Chen
Jianxun Lian
Xing Xie
GNN
70
71
0
30 Jan 2020
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
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions
Weiyu Cheng
Yanyan Shen
Linpeng Huang
75
169
0
07 Sep 2019
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering
Xiaoyu Du
Xiangnan He
Fajie Yuan
Jinhui Tang
Zhiguang Qin
Tat-Seng Chua
HAI
32
26
0
26 Jun 2019
On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers
Nayyar Zaidi
Yang Du
Geoffrey I. Webb
47
17
0
24 Jan 2017
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