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Detecting Beneficial Feature Interactions for Recommender Systems

2 August 2020

Papers citing "Detecting Beneficial Feature Interactions for Recommender Systems"

21 / 21 papers shown

Title
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 152 0 0 05 Mar 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 285 23 0 24 Feb 2025
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks Muhammad Adnan Yassaman Ebrahimzadeh Maboud Divyat Mahajan Prashant J. Nair 58 3 0 28 Aug 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation Jinpeng Wang Ziyun Zeng Yunxiao Wang Yuting Wang Xingyu Lu Tianxiang Li Jun Yuan Rui Zhang Haitao Zheng Shutao Xia 95 48 0 22 Aug 2023
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment Wentao Ning Xiao Yan Weiwen Liu R. Cheng Rui Zhang Bo Tang 98 21 0 10 Aug 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 92 129 0 31 Jul 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models Rui Zhang Yixin Su Bayu Distiawan Trisedya Xiaoyan Zhao Min Yang Hong Cheng Jianzhong Qi 80 21 0 18 Jul 2023
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval Haojie Wei Jun Yuan Rui Zhang Yueguo Chen Gang Wang 77 4 0 02 Jun 2023
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun LMTD 111 13 0 20 May 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction Shiwei Li Huifeng Guo Luyao Hou Wei Zhang Xing Tang Ruiming Tang Rui Zhang Rui Li MQ 315 11 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 18 1 0 06 Aug 2022
Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems Yixin Su Yunxiang Zhao S. Erfani Junhao Gan Rui Zhang 350 24 0 28 Jun 2022
PHN: Parallel heterogeneous network with soft gating for CTR prediction Ri-Qi Su Alphonse Houssou Hounye Cong Cao Muzhou Hou 113 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 107 7 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 90 22 0 03 Aug 2021
FINT: Field-aware INTeraction Neural Network For CTR Prediction Zhishan Zhao Sen Yang Guohui Liu Dawei Feng Ke Xu 50 9 0 05 Jul 2021
Neural Graph Matching based Collaborative Filtering Yixin Su Rui Zhang S. Erfani Junhao Gan 107 48 0 10 May 2021
Graph Pooling via Coarsened Graph Infomax Yunsheng Pang Yunxiang Zhao Dongsheng Li GNN 97 43 0 04 May 2021
WGCN: Graph Convolutional Networks with Weighted Structural Features Yunxiang Zhao Jianzhong Qi Qingwei Liu Rui Zhang GNN 103 35 0 29 Apr 2021
DNN2LR: Automatic Feature Crossing for Credit Scoring Qiang Liu Zhaocheng Liu Haoli Zhang Yuntian Chen Jun Zhu 33 0 0 24 Feb 2021
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data Yuexiang Xie Zhen Wang Yaliang Li Bolin Ding Nezihe Merve Gürel Ce Zhang Minlie Huang Wei Lin Jingren Zhou 106 28 0 29 Jul 2020