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Feature Generation by Convolutional Neural Network for Click-Through
  Rate Prediction

Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction

9 April 2019
Bin Liu
Ruiming Tang
Yingzhi Chen
Jinkai Yu
Huifeng Guo
Yuzhou Zhang
    3DV
ArXiv (abs)PDFHTML

Papers citing "Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction"

33 / 33 papers shown
Title
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction
Yu Cui
Feng Liu
Jiawei Chen
Yudi Wu
Changwang Zhang
Jun Wang
Yuegang Sun
Xiaohu Yang
Can Wang
114
0
0
20 May 2025
FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer
FuXi-α\alphaα: 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
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction
  Models
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models
Kexin Zhang
Fuyuan Lyu
Xing Tang
Dugang Liu
Chen Ma
Kaize Ding
Xiuqiang He
Xue Liu
105
2
0
24 Nov 2024
Retrieval-Oriented Knowledge for Click-Through Rate Prediction
Retrieval-Oriented Knowledge for Click-Through Rate Prediction
Huanshuo Liu
Bo Chen
Menghui Zhu
Jianghao Lin
Jiarui Qin
Yang Yang
Hao Zhang
Ruiming Tang
51
3
0
28 Apr 2024
Time-Transformer: Integrating Local and Global Features for Better Time
  Series Generation
Time-Transformer: Integrating Local and Global Features for Better Time Series Generation
Yuansan Liu
S. Wijewickrema
Ang Li
C. Bester
Stephen O'Leary
James Bailey
ViTAI4TS
120
9
0
18 Dec 2023
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting
  Language Models to CTR Prediction
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction
Jianghao Lin
Bo Chen
Hangyu Wang
Yunjia Xi
Yanru Qu
Xinyi Dai
Kangning Zhang
Ruiming Tang
Yong Yu
Weinan Zhang
174
34
0
13 Oct 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential
  Behavior Comprehension in Recommendation
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
Jianghao Lin
Rongjie Shan
Chenxu Zhu
Kounianhua Du
Bo Chen
Shigang Quan
Ruiming Tang
Yong Yu
Weinan Zhang
LRM
210
93
0
22 Aug 2023
FeatGeNN: Improving Model Performance for Tabular Data with
  Correlation-based Feature Extraction
FeatGeNN: Improving Model Performance for Tabular Data with Correlation-based Feature Extraction
S. Silva
R. Silva
35
0
0
15 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate
  Prediction
MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction
Jianghao Lin
Yanru Qu
Wei Guo
Xinyi Dai
Ruiming Tang
Yong Yu
Weinan Zhang
72
21
0
03 Aug 2023
HyperFormer: Learning Expressive Sparse Feature Representations via
  Hypergraph Transformer
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer
Kaize Ding
Albert Jiongqian Liang
Bryan Perrozi
Ting-Li Chen
Ruoxi Wang
Lichan Hong
Ed H. Chi
Huan Liu
D. Cheng
63
14
0
27 May 2023
FairRec: Fairness Testing for Deep Recommender Systems
FairRec: Fairness Testing for Deep Recommender Systems
Hui Guo
Jinfeng Li
Jingyi Wang
Xiangyu Liu
Donghai Hong
Zehong Hu
Rong Zhang
Hui Xue
62
8
0
14 Apr 2023
CL4CTR: A Contrastive Learning Framework for CTR Prediction
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
Meta-Wrapper: Differentiable Wrapping Operator for User Interest
  Selection in CTR Prediction
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction
Tianwei Cao
Qianqian Xu
Zhiyong Yang
Qingming Huang
53
7
0
28 Jun 2022
A Comprehensive Survey on Automated Machine Learning for Recommendations
A Comprehensive Survey on Automated Machine Learning for Recommendations
Bo Chen
Xiangyu Zhao
Yejing Wang
Wenqi Fan
Huifeng Guo
Ruiming Tang
AI4TS
107
7
0
04 Apr 2022
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale
  Click-Through Rate Prediction
DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction
Buyun Zhang
Liangchen Luo
Xi Liu
Jay Li
Zeliang Chen
...
Yasmine Badr
Jongsoo Park
Jiyan Yang
Dheevatsa Mudigere
Ellie Wen
3DV
52
12
0
11 Mar 2022
Click-Through Rate Prediction in Online Advertising: A Literature Review
Click-Through Rate Prediction in Online Advertising: A Literature Review
Yanwu Yang
Panyu Zhai
CML3DV
118
100
0
22 Feb 2022
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural
  Networks for CTR Prediction
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction
Feng Li
Bencheng Yan
Qingqing Long
Pengjie Wang
Wei Lin
Jian Xu
Bo Zheng
GNN
123
17
0
17 May 2021
XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate
  Prediction
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
Deep Learning for Click-Through Rate Estimation
Weinan Zhang
Jiarui Qin
Wei Guo
Ruiming Tang
Xiuqiang He
3DVHAI
82
113
0
21 Apr 2021
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models
  with Huge Embedding Table
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
Quaternion Factorization Machines: A Lightweight Solution to Intricate
  Feature Interaction Modelling
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
DNN2LR: Automatic Feature Crossing for Credit Scoring
Qiang Liu
Zhaocheng Liu
Haoli Zhang
Yuntian Chen
Jun Zhu
33
0
0
24 Feb 2021
User Response Prediction in Online Advertising
User Response Prediction in Online Advertising
Zhabiz Gharibshah
Xingquan Zhu
OffRL
115
50
0
07 Jan 2021
Ensemble Knowledge Distillation for CTR Prediction
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
BARS-CTR: Open Benchmarking for Click-Through Rate Prediction
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
A Practical Incremental Method to Train Deep CTR Models
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
Time-based Sequence Model for Personalization and Recommendation Systems
Time-based Sequence Model for Personalization and Recommendation Systems
T. Ishkhanov
Maxim Naumov
Xianjie Chen
Yan Zhu
Yuan Zhong
A. Azzolini
Chonglin Sun
Frank Jiang
Andrey Malevich
Liang Xiong
70
17
0
27 Aug 2020
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular
  Data
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data
Zhaocheng Liu
Qiang Liu
Haoli Zhang
Yuntian Chen
84
13
0
22 Aug 2020
Evolving Context-Aware Recommender Systems With Users in Mind
Evolving Context-Aware Recommender Systems With Users in Mind
Amit Livne
Eliad Shem Tov
Adir Solomon
Achiya Elyasaf
Bracha Shapira
Lior Rokach
52
23
0
30 Jul 2020
Iterative Boosting Deep Neural Networks for Predicting Click-Through
  Rate
Iterative Boosting Deep Neural Networks for Predicting Click-Through Rate
Amit Livne
Roy Dor
Eyal Mazuz
Tamar Didi
Bracha Shapira
Lior Rokach
18
4
0
26 Jul 2020
Graph Convolution Machine for Context-aware Recommender System
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
FLEN: Leveraging Field for Scalable CTR Prediction
FLEN: Leveraging Field for Scalable CTR Prediction
Wenqiang Chen
Lizhang Zhan
Yuanlong Ci
Minghua Yang
Chen Lin
Dugang Liu
59
23
0
12 Nov 2019
Deep Personalized Re-targeting
Deep Personalized Re-targeting
Meisam Hejazinia
Pavlos Mitsoulis-Ntompos
Serena Zhang
41
2
0
03 Jul 2019
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