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1803.05170
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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
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Papers citing
"xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems"
32 / 332 papers shown
Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution
AAAI Conference on Artificial Intelligence (AAAI), 2020
Shu-Ting Shi
Wenhao Zheng
Jun Tang
Qingguo Chen
Yao Hu
Jianke Zhu
Ming Li
AI4TS
130
10
0
08 Jan 2020
Learning Feature Interactions with Lorentzian Factorization Machine
AAAI Conference on Artificial Intelligence (AAAI), 2019
Canran Xu
Ming Wu
129
35
0
22 Nov 2019
Pairwise Interactive Graph Attention Network for Context-Aware Recommendation
Yahui Liu
S. Furao
Jian Zhao
80
5
0
18 Nov 2019
FLEN: Leveraging Field for Scalable CTR Prediction
Wenqiang Chen
Lizhang Zhan
Yuanlong Ci
Minghua Yang
Chen Lin
Dugang Liu
232
26
0
12 Nov 2019
Sequence-Aware Factorization Machines for Temporal Predictive Analytics
IEEE International Conference on Data Engineering (ICDE), 2019
Tong Chen
Hongzhi Yin
Quoc Viet Hung Nguyen
Wen-Chih Peng
Xue Li
Xiaofang Zhou
194
77
0
07 Nov 2019
Post-Training 4-bit Quantization on Embedding Tables
Hui Guan
Andrey Malevich
Jiyan Yang
Jongsoo Park
Hector Yuen
MQ
162
45
0
05 Nov 2019
KRED: Knowledge-Aware Document Representation for News Recommendations
Danyang Liu
Jianxun Lian
Shiyin Wang
Ying Qiao
Jiun-Hung Chen
Guangzhong Sun
Xing Xie
160
1
0
25 Oct 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction
International Conference on Information and Knowledge Management (CIKM), 2019
Zekun Li
Zeyu Cui
Shu Wu
Xiaoyu Zhang
Liang Wang
GNN
204
255
0
12 Oct 2019
Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation Systems
International Symposium on Information Theory (ISIT), 2019
Antonio A. Ginart
Maxim Naumov
Dheevatsa Mudigere
Jiyan Yang
James Zou
331
108
0
25 Sep 2019
Heterogeneous-Temporal Graph Convolutional Networks: Make the Community Detection Much Better
Yaping Zheng
Shiyi Chen
Xinni Zhang
Xiaofeng Zhang
Xiaofei Yang
Di Wang
172
7
0
23 Sep 2019
Distributed Equivalent Substitution Training for Large-Scale Recommender Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019
Haidong Rong
Yangzihao Wang
Feihu Zhou
Junjie Zhai
Haiyang Wu
...
Fan Li
Han Zhang
Yuekui Yang
Zhenyu Guo
Di Wang
OffRL
189
12
0
10 Sep 2019
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions
AAAI Conference on Artificial Intelligence (AAAI), 2019
Weiyu Cheng
Yanyan Shen
Linpeng Huang
203
188
0
07 Sep 2019
Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems
Knowledge Discovery and Data Mining (KDD), 2019
Hao-Jun Michael Shi
Dheevatsa Mudigere
Maxim Naumov
Jiyan Yang
217
134
0
04 Sep 2019
A Novel User Representation Paradigm for Making Personalized Candidate Retrieval
Zheng Liu
Yu Xing
Jianxun Lian
Defu Lian
Ziyao Li
Xing Xie
125
3
0
15 Jul 2019
Privileged Features Distillation at Taobao Recommendations
Knowledge Discovery and Data Mining (KDD), 2019
Chen Xu
Quan Li
Junfeng Ge
Jinyang Gao
Xiaoyong Yang
Changhua Pei
Fei Sun
Jian Wu
Hanxiao Sun
Wenwu Ou
166
73
0
11 Jul 2019
Infer Implicit Contexts in Real-time Online-to-Offline Recommendation
Knowledge Discovery and Data Mining (KDD), 2019
Xichen Ding
Jie Tang
T. Liu
Cheng Xu
Yaping Zhang
Feng Shi
Qixia Jiang
Dan Shen
OffRL
CML
59
16
0
08 Jul 2019
Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Xiao Zhou
Danyang Liu
Jianxun Lian
Xing Xie
151
37
0
24 Jun 2019
Deep Learning Recommendation Model for Personalization and Recommendation Systems
Maxim Naumov
Dheevatsa Mudigere
Hao-Jun Michael Shi
Jianyu Huang
Narayanan Sundaraman
...
Wenlin Chen
Vijay Rao
Bill Jia
Liang Xiong
M. Smelyanskiy
253
844
0
31 May 2019
SAIN: Self-Attentive Integration Network for Recommendation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019
Seoungjun Yun
Raehyun Kim
Miyoung Ko
Jaewoo Kang
71
8
0
27 May 2019
FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Prediction
ACM Conference on Recommender Systems (RecSys), 2019
Tongwen Huang
Zhiqi Zhang
Junlin Zhang
304
334
0
23 May 2019
KGAT: Knowledge Graph Attention Network for Recommendation
Knowledge Discovery and Data Mining (KDD), 2019
Xiang Wang
Xiangnan He
Yixin Cao
Meng Liu
Tat-Seng Chua
OffRL
298
2,092
0
20 May 2019
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative
Knowledge Discovery and Data Mining (KDD), 2019
Shunsuke Kitada
Hitoshi Iyatomi
Yoshifumi Seki
106
9
0
17 May 2019
FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine
Industrial Conference on Data Mining (IDM), 2019
Junlin Zhang
Tongwen Huang
Zhiqi Zhang
89
21
0
15 May 2019
Behavior Sequence Transformer for E-commerce Recommendation in Alibaba
Qiwei Chen
Huan Zhao
Wei Li
Pipei Huang
Wenwu Ou
155
441
0
15 May 2019
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications
Knowledge Discovery and Data Mining (KDD), 2019
Yuanfei Luo
Mengshuo Wang
Hao Zhou
Quanming Yao
Wei-Wei Tu
Yuqiang Chen
Qiang Yang
Wenyuan Dai
227
114
0
29 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
135
165
0
09 Apr 2019
Saec: Similarity-Aware Embedding Compression in Recommendation Systems
Asia Pacific Workshop on Systems (APSys), 2019
Xiaorui Wu
Hong Xu
Honglin Zhang
Huaming Chen
Jian Wang
130
16
0
26 Feb 2019
Joint Optimization of Tree-based Index and Deep Model for Recommender Systems
Ziru Xu
Daqing Chang
Xinhang Li
Pengye Zhang
Xiang Li
Jie He
Han Li
Jian Xu
Kun Gai
147
107
0
19 Feb 2019
Diffusion Variational Autoencoders
Luis A. Pérez Rey
Vlado Menkovski
Jacobus W. Portegies
DiffM
BDL
DRL
143
62
0
25 Jan 2019
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
320
981
0
29 Oct 2018
Wasserstein Autoencoders for Collaborative Filtering
Jingbin Zhong
Xiaofeng Zhang
95
26
0
15 Sep 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
576
1,212
0
11 Sep 2018
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