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2008.00404
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Detecting Beneficial Feature Interactions for Recommender Systems
AAAI Conference on Artificial Intelligence (AAAI), 2020
2 August 2020
Yixin Su
Rui Zhang
S. Erfani
Zhenghua Xu
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Papers citing
"Detecting Beneficial Feature Interactions for Recommender Systems"
24 / 24 papers shown
Decoupling and Damping: Structurally-Regularized Gradient Matching for Multimodal Graph Condensation
Lian Shen
Zhendan Chen
Yinhui jiang
Meijia Song
Ziming Su
Juan Liu
Xiangrong Liu
157
1
0
25 Nov 2025
Intrinsic and Extrinsic Factor Disentanglement for Recommendation in Various Context Scenarios
Yixin Su
Wei Jiang
Fangquan Lin
Cheng Yang
S. Erfani
Junhao Gan
Yunxiang Zhao
Ruixuan Li
Rui-Xun Zhang
CML
615
3
0
05 Mar 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling
International Journal of Automation and Computing (IJAC), 2021
Shu Wu
Zekun Li
Yunyue Su
Zeyu Cui
Xiaoyu Zhang
Shu Wu
769
30
0
24 Feb 2025
Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction
Yunxiao Shi
Wujiang Xu
Haoyang Ling
Haimin Zhang
Qiang Wu
713
5
0
16 Aug 2024
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks
Muhammad Adnan
Yassaman Ebrahimzadeh Maboud
Divyat Mahajan
Shiyang Chen
208
5
0
28 Aug 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
ACM Multimedia (ACM MM), 2023
Jinpeng Wang
Ziyun Zeng
Yunxiao Wang
Yuting Wang
Xingyu Lu
Tianxiang Li
Jun Yuan
Rui Zhang
Haitao Zheng
Shutao Xia
268
92
0
22 Aug 2023
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment
International Conference on Information and Knowledge Management (CIKM), 2023
Wentao Ning
Xiao Yan
Weiwen Liu
R. Cheng
Rui Zhang
Bo Tang
283
37
0
10 Aug 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities
World wide web (Bussum) (WWWB), 2023
Jin Chen
Zheng Liu
Xunpeng Huang
Chenwang Wu
Qi Liu
...
Yuxuan Lei
Xiaolong Chen
Xingmei Wang
Defu Lian
Enhong Chen
ALM
311
295
0
31 Jul 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Rui Zhang
Yixin Su
Bayu Distiawan Trisedya
Xiaoyan Zhao
Min Yang
Hong Cheng
Jianzhong Qi
239
46
0
18 Jul 2023
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Haojie Wei
Jun Yuan
Rui Zhang
Yueguo Chen
Gang Wang
358
6
0
02 Jun 2023
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Zifeng Wang
Chufan Gao
Cao Xiao
Jimeng Sun
LMTD
355
37
0
20 May 2023
Continuous Input Embedding Size Search For Recommender Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Yunke Qu
Tong Chen
Xiangyu Zhao
Lizhen Cui
Kai Zheng
Hongzhi Yin
AI4TS
390
25
0
07 Apr 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shiwei Li
Huifeng Guo
Luyao Hou
Wei Zhang
Xing Tang
Ruiming Tang
Rui Zhang
Rui Li
MQ
577
27
0
12 Dec 2022
LFGCF: Light Folksonomy Graph Collaborative Filtering for Tag-Aware Recommendation
Yin Zhang
Can Xu
Xianjun Wu
Yan Zhang
Ligang Dong
Weigang Wang
103
1
0
06 Aug 2022
Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems
Knowledge Discovery and Data Mining (KDD), 2022
Yixin Su
Yunxiang Zhao
S. Erfani
Junhao Gan
Rui Zhang
840
30
0
28 Jun 2022
PHN: Parallel heterogeneous network with soft gating for CTR prediction
CAAI International Conference on Artificial Intelligence (ICCAI), 2022
Ri-Qi Su
Alphonse Houssou Hounye
Cong Cao
Muzhou Hou
314
1
0
18 Jun 2022
A Comprehensive Survey on Automated Machine Learning for Recommendations
Bo Chen
Xiangyu Zhao
Yejing Wang
Wenqi Fan
Huifeng Guo
Ruiming Tang
AI4TS
401
15
0
04 Apr 2022
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
281
25
0
03 Aug 2021
FINT: Field-aware INTeraction Neural Network For CTR Prediction
Zhishan Zhao
Sen Yang
Guohui Liu
Dawei Feng
Ke Xu
307
10
0
05 Jul 2021
Neural Graph Matching based Collaborative Filtering
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Yixin Su
Rui Zhang
S. Erfani
Junhao Gan
306
59
0
10 May 2021
Graph Pooling via Coarsened Graph Infomax
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Yunsheng Pang
Yunxiang Zhao
Dongsheng Li
GNN
273
54
0
04 May 2021
WGCN: Graph Convolutional Networks with Weighted Structural Features
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Yunxiang Zhao
Jianzhong Qi
Qingwei Liu
Rui Zhang
GNN
350
41
0
29 Apr 2021
DNN2LR: Automatic Feature Crossing for Credit Scoring
Qiang Liu
Zhaocheng Liu
Haoli Zhang
Yuntian Chen
Jun Zhu
144
0
0
24 Feb 2021
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
Knowledge Discovery and Data Mining (KDD), 2020
Yuexiang Xie
Zhen Wang
Yaliang Li
Bolin Ding
Nezihe Merve Gürel
Ce Zhang
Shiyu Huang
Jialin Li
Jingren Zhou
285
32
0
29 Jul 2020
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