Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1803.05170
Cited By
v1
v2
v3 (latest)
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
Knowledge Discovery and Data Mining (KDD), 2018
14 March 2018
Jianxun Lian
Xiaohuan Zhou
Fuzheng Zhang
Zhongxia Chen
Xing Xie
Guangzhong Sun
BDL
Re-assign community
ArXiv (abs)
PDF
HTML
Github (746★)
Papers citing
"xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems"
50 / 332 papers shown
Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising
Weijie Zhao
Xuewu Jiao
Mingqing Hu
Xiaoyun Li
Xinming Zhang
Ping Li
3DV
165
8
0
05 Jan 2022
Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection
The Web Conference (WWW), 2020
Yongchun Zhu
Dongbo Xi
Bowen Song
Fuzhen Zhuang
Shuai Chen
Xi Gu
Qing He
157
64
0
04 Jan 2022
Neural Hierarchical Factorization Machines for User's Event Sequence Analysis
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020
Dongbo Xi
Fuzhen Zhuang
Bowen Song
Yongchun Zhu
Shuai Chen
Dan Hong
Tao Chen
Xi Gu
Qing He
156
18
0
31 Dec 2021
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework
Xupeng Miao
Hailin Zhang
Yining Shi
Xiaonan Nie
Zhi-Xin Yang
Yangyu Tao
Tengjiao Wang
155
68
0
14 Dec 2021
A General Framework for Debiasing in CTR Prediction
Wenjie Chu
Shen Li
Chao Chen
Longfei Xu
Hengbin Cui
Kaikui Liu
CML
139
6
0
06 Dec 2021
Session-aware Item-combination Recommendation with Transformer Network
Tzu-Heng Lin
Chen Gao
LMTD
98
0
0
13 Nov 2021
Discovering and Explaining the Representation Bottleneck of DNNs
International Conference on Learning Representations (ICLR), 2021
Huiqi Deng
Qihan Ren
Hao Zhang
Quanshi Zhang
364
72
0
11 Nov 2021
Dynamic Parameterized Network for CTR Prediction
Jian Zhu
Congcong Liu
Pei Wang
Xiwei Zhao
Guangpeng Chen
Junsheng Jin
Changping Peng
Zhangang Lin
Jingping Shao
198
2
0
09 Nov 2021
A Recommendation System to Enhance Midwives' Capacities in Low-Income Countries
Anna Guitart
A. Heydari
Eniola Olaleye
Jelena Ljubicic
Ana Fernández del Río
África Periánez
Lauren Bellhouse
129
6
0
02 Nov 2021
Arbitrary Distribution Modeling with Censorship in Real-Time Bidding Advertising
Xu Li
Michelle Ma Zhang
Youjun Tong
Zhenya Wang
114
12
0
26 Oct 2021
A Real-Time Energy and Cost Efficient Vehicle Route Assignment Neural Recommender System
Expert systems with applications (ESWA), 2021
A. Moawad
Zhijian Li
Ines Pancorbo
K. M. Gurumurthy
Vincent Freyermuth
E. Islam
R. Vijayagopal
M. Stinson
A. Rousseau
64
11
0
21 Oct 2021
R4: A Framework for Route Representation and Route Recommendation
Ran Cheng
Chao Chen
Longfei Xu
Shen Li
Lei Wang
Hengbin Cui
Kaikui Liu
Xiaolong Li
AI4TS
174
4
0
20 Oct 2021
MultiHead MultiModal Deep Interest Recommendation Network
Ming-Hua Yang
Shaobo Li
Zhou Peng
Ansi Zhang
Yuanmeng Zhang
123
0
0
19 Oct 2021
AEFE: Automatic Embedded Feature Engineering for Categorical Features
Zhenyuan Zhong
Jie Yang
Yacong Ma
Shoubin Dong
Jinlong Hu
186
3
0
19 Oct 2021
Explainable Student Performance Prediction With Personalized Attention for Explaining Why A Student Fails
Kun Niu
Xipeng Cao
Yicong Yu
99
6
0
15 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach
Neural Information Processing Systems (NeurIPS), 2021
Qitian Wu
Chenxiao Yang
Junchi Yan
192
35
0
09 Oct 2021
Deep Neural Networks and Tabular Data: A Survey
V. Borisov
Tobias Leemann
Kathrin Seßler
Johannes Haug
Martin Pawelczyk
Gjergji Kasneci
LMTD
538
958
0
05 Oct 2021
Modeling Dynamic Attributes for Next Basket Recommendation
Yong-Guang Chen
Jia Li
Chenghao Liu
Chenxi Li
M. Anderle
Julian McAuley
Caiming Xiong
167
19
0
23 Sep 2021
Context-aware Tree-based Deep Model for Recommender Systems
Daqing Chang
Jintao Liu
Xinhang Li
Han Li
Ziru Xu
Xiaoqiang Zhu
132
3
0
22 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review
Yue Deng
306
32
0
20 Sep 2021
Multi View Spatial-Temporal Model for Travel Time Estimation
Zichuan Liu
Zhaoyang Wu
Meng Wang
Rui Zhang
151
6
0
15 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
109
9
0
14 Sep 2021
Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer
International Conference on Information and Knowledge Management (CIKM), 2021
Bencheng Yan
Pengjie Wang
Kai Zhang
Wei Lin
Kuang-chih Lee
Jian Xu
Bo Zheng
137
30
0
24 Aug 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
118
102
0
10 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
125
8
0
09 Aug 2021
Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf DLRM Model : 1000
×
\times
×
Compression and 3.1
×
\times
×
Faster Inference
Aditya Desai
Li Chou
Anshumali Shrivastava
AI4CE
181
6
0
04 Aug 2021
ContextNet: A Click-Through Rate Prediction Framework Using Contextual information to Refine Feature Embedding
Zhiqiang Wang
Qingyun She
Pengtao Zhang
Junlin Zhang
116
13
0
26 Jul 2021
Leaf-FM: A Learnable Feature Generation Factorization Machine for Click-Through Rate Prediction
Qingyun She
Zhiqiang Wang
Junlin Zhang
103
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
183
44
0
12 Jul 2021
FINT: Field-aware INTeraction Neural Network For CTR Prediction
Zhishan Zhao
Sen Yang
Guohui Liu
Dawei Feng
Ke Xu
231
10
0
05 Jul 2021
ARM-Net: Adaptive Relation Modeling Network for Structured Data
Shaofeng Cai
Kaiping Zheng
Gang Chen
H. V. Jagadish
Beng Chin Ooi
Meihui Zhang
259
61
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
98
0
0
03 Jul 2021
Online Interaction Detection for Click-Through Rate Prediction
Qiuqiang Lin
Chuanhou Gao
120
0
0
27 Jun 2021
AutoLoss: Automated Loss Function Search in Recommendations
Knowledge Discovery and Data Mining (KDD), 2021
Xiangyu Zhao
Haochen Liu
Wenqi Fan
Hui Liu
Shucheng Zhou
Chong Wang
232
64
0
12 Jun 2021
Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction
Knowledge Discovery and Data Mining (KDD), 2021
Pan Li
Zhichao Jiang
Maofei Que
Yao Hu
Alexander Tuzhilin
LRM
117
66
0
05 Jun 2021
Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling
Knowledge Discovery and Data Mining (KDD), 2021
Zhenhui Xu
Meng Zhao
Liqun Liu
Lei Xiao
Xiaopeng Zhang
Bifeng Zhang
OffRL
123
16
0
04 Jun 2021
Privileged Graph Distillation for Cold Start Recommendation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Shuai Wang
Kun Zhang
Le Wu
Haiping Ma
Richang Hong
Meng Wang
138
33
0
31 May 2021
Explainable Enterprise Credit Rating via Deep Feature Crossing Network
Expert systems with applications (ESWA), 2021
Weiyu Guo
Zhijiang Yang
Shu Wu
Fu Chen
FedML
91
5
0
22 May 2021
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
W. Ouyang
Xiuwu Zhang
Shukui Ren
Li Li
Kun Zhang
Jinmei Luo
Zhaojie Liu
Yanlong Du
113
55
0
19 May 2021
DCAP: Deep Cross Attentional Product Network for User Response Prediction
International Conference on Information and Knowledge Management (CIKM), 2021
Zekai Chen
Fangtian Zhong
Zhumin Chen
Xiao Zhang
Robert Pless
Xiuzhen Cheng
176
12
0
18 May 2021
Looking at CTR Prediction Again: Is Attention All You Need?
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Yuan Cheng
Yanbo Xue
CML
HAI
133
24
0
12 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Le Wu
Xiangnan He
Xiang Wang
Kun Zhang
Meng Wang
HAI
383
391
0
27 Apr 2021
XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2021
Runlong Yu
Yuyang Ye
Qi Liu
Zihan Wang
Chunfeng Yang
Yucheng Hu
Enhong Chen
161
23
0
22 Apr 2021
Deep Learning for Click-Through Rate Estimation
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Weinan Zhang
Jiarui Qin
Wei Guo
Ruiming Tang
Xiuqiang He
3DV
HAI
232
126
0
21 Apr 2021
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Huifeng Guo
Wei Guo
Yong Gao
Ruiming Tang
Xiuqiang He
Wenzhi Liu
192
24
0
17 Apr 2021
Efficient Click-Through Rate Prediction for Developing Countries via Tabular Learning
Joonyoung Yi
Buru Chang
67
1
0
15 Apr 2021
Random Intersection Chains
Qiuqiang Lin
Chuanhou Gao
AI4TS
108
2
0
10 Apr 2021
DexDeepFM: Ensemble Diversity Enhanced Extreme Deep Factorization Machine Model
ACM Transactions on Knowledge Discovery from Data (TKDD), 2021
Ling-Hao Chen
Hongyu Shi
110
13
0
05 Apr 2021
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Tong Chen
Hongzhi Yin
Xiangliang Zhang
Zi Huang
Yang Wang
Meng Wang
271
14
0
05 Apr 2021
Graph Convolutional Embeddings for Recommender Systems
IEEE Access (IEEE Access), 2021
P. G. Duran
Alexandros Karatzoglou
Jordi Vitrià
Xin Xin
Ioannis Arapakis
GNN
AI4TS
89
13
0
05 Mar 2021
Previous
1
2
3
4
5
6
7
Next
