DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

13 March 2017

Ruiming Tang

Papers citing "DeepFM: A Factorization-Machine based Neural Network for CTR Prediction"

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Title
Polyhedral Conic Classifier for CTR Prediction Beyza Türkmen Ramazan Tarik Türksoy Hasan Saribas Hakan Çevikalp 68 0 0 06 Jun 2024
Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang Jinghan Zhang Banafsheh Rekabdar Yuanchun Zhou Pengfei Wang Kunpeng Liu 109 22 0 04 Jun 2024
Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems Runlong Yu Qixiang Shao Qi Liu Huan Liu Enhong Chen 75 0 0 29 May 2024
Unified Low-rank Compression Framework for Click-through Rate Prediction Hao Yu Minghao Fu Jiandong Ding Yusheng Zhou Jianxin Wu 55 0 0 28 May 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 88 1 0 28 May 2024
Your decision path does matter in pre-training industrial recommenders with multi-source behaviors Chunjing Gan Binbin Hu Bo Huang Ziqi Liu Jian Ma Qing Cui Wenliang Zhong Jun Zhou 72 0 0 27 May 2024
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search Huimu Wang Mingming Li Dadong Miao Songlin Wang Guoyu Tang Lin Liu Sulong Xu Jinghe Hu 152 1 0 24 May 2024
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation Kounianhua Du Jizheng Chen Jianghao Lin Yunjia Xi Hangyu Wang Xinyi Dai Bo Chen Ruiming Tang Weinan Zhang 76 7 0 20 May 2024
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Alejo López-Ávila Jinhua Du Abbas Shimary Ze Li 102 3 0 16 May 2024
A Click-Through Rate Prediction Method Based on Cross-Importance of Multi-Order Features Hao Wang Nao Li 50 0 0 14 May 2024
A Model-based Multi-Agent Personalized Short-Video Recommender System Peilun Zhou Xiaoxiao Xu Lantao Hu Han Li Peng Jiang OffRL 57 1 0 03 May 2024
SoMeR: Multi-View User Representation Learning for Social Media Siyi Guo Keith Burghardt Valeria Pante Kristina Lerman AI4TS 106 0 0 02 May 2024
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs Minjie Wang Quan Gan David Wipf Zhenkun Cai Ning Li ... Chuan Lei Mu-Nan Zhang Weinan Zhang Christos Faloutsos Zheng Zhang 71 4 0 28 Apr 2024
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System Lei Zheng Ning Li Weinan Zhang Yong Yu AI4TS 79 0 0 24 Apr 2024
Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering H. Jung Hyunsoo Cho Myungje Choi Joowon Lee Jung Ho Park Myungjoo Kang 57 0 0 23 Apr 2024
Scenario-Adaptive Fine-Grained Personalization Network: Tailoring User Behavior Representation to the Scenario Context Moyu Zhang Yong Tang Jinxin Hu Yu Zhang AI4TS 93 1 0 15 Apr 2024
JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer Zhihao Guan Jia-Qi Yang Yang Yang Hengshu Zhu Wenjie Li Hui Xiong 71 3 0 05 Apr 2024
All-in-One: Heterogeneous Interaction Modeling for Cold-Start Rating Prediction Shuheng Fang Kangfei Zhao Yu Rong Zhixun Li Jeffrey Xu Yu 101 0 0 26 Mar 2024
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings Yassaman Ebrahimzadeh Maboud Muhammad Adnan Divyat Mahajan Prashant J. Nair AI4TS 129 0 0 22 Mar 2024
Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System Irem Islek Ş. Öğüdücü 33 0 0 15 Mar 2024
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables Danrui Qi Weiling Zheng Jiannan Wang ViT CVBM 45 2 0 11 Mar 2024
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing Kiran Madhusudhanan Gunnar Behrens Maximilian Stubbemann Lars Schmidt-Thieme 59 0 0 06 Mar 2024
Personalized Negative Reservoir for Incremental Learning in Recommender Systems Antonios Valkanas Yuening Wang Yingxue Zhang Mark Coates CLL 108 1 0 06 Mar 2024
Wukong: Towards a Scaling Law for Large-Scale Recommendation Buyun Zhang Liang Luo Yuxin Chen Jade Nie Xi Liu ... Guna Lakshminarayanan Ellie Wen Jongsoo Park Maxim Naumov Wenlin Chen ALM 98 32 0 04 Mar 2024
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution Zhen-Qiang Zhou Qihe Huang Binwu Wang Jianpeng Hou Kuo Yang Yuxuan Liang Yang Wang AI4TS 65 3 0 04 Mar 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 185 81 0 27 Feb 2024
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations Jiaqi Zhai Lucy Liao Xing Liu Yueming Wang Rui Li ... Zhaojie Gong Fangda Gu Michael He Yin-Hua Lu Yu Shi OffRL 102 57 0 27 Feb 2024
Pfeed: Generating near real-time personalized feeds using precomputed embedding similarities B. Gebre Karoliina Ranta S. V. D. Elzen Ernst Kuiper Thijs Baars Tom Heskes 80 1 0 25 Feb 2024
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization Zirui Zhu Yong Liu Zangwei Zheng Huifeng Guo Yang You 47 0 0 23 Feb 2024
EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems Yuanqing Yu Chongming Gao Jiawei Chen Heng Tang Yuefeng Sun Qian Chen Weizhi Ma Min Zhang OffRL 83 3 0 23 Feb 2024
MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems Lichi Li Zainul Din Zhen Tan Sam London Tianlong Chen Ajay Daptardar 102 1 0 22 Feb 2024
Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey Kamal Taha 26 3 0 17 Feb 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks Ben Feuer R. Schirrmeister Valeriia Cherepanova Chinmay Hegde Frank Hutter Micah Goldblum Niv Cohen Colin White 99 19 0 17 Feb 2024
Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training Haonan Chen Zhicheng Dou Xuetong Hao Yunhao Tao Shiren Song Zhenli Sheng 66 0 0 11 Feb 2024
Non-autoregressive Generative Models for Reranking Recommendation Yuxin Ren Qiya Yang Yichun Wu Wei Xu Yalong Wang Zhiqiang Zhang 104 9 0 10 Feb 2024
LiRank: Industrial Large Scale Ranking Models at LinkedIn Fedor Borisyuk Mingzhou Zhou Qingquan Song Siyu Zhu B. Tiwana ... Chen-Chen Jiang Haichao Wei Maneesh Varshney Amol Ghoting Souvik Ghosh 61 2 0 10 Feb 2024
Denoising Time Cycle Modeling for Recommendation Sicong Xie Qunwei Li Weidi Xu Kaiming Shen Shaohu Chen Leon Wenliang Zhong AI4TS 52 8 0 05 Feb 2024
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning Yi Cheng Renjun Hu Haochao Ying Xing Shi Jian Wu Wei Lin LMTD 108 10 0 04 Feb 2024
Large Language Model Agent for Hyper-Parameter Optimization Siyi Liu Chen Gao Yong Li 133 23 0 02 Feb 2024
Uncertainty-Aware Explainable Recommendation with Large Language Models Yicui Peng Hao Chen C. Lin Guo Huang Jinrong Hu Hui Guo Bin Kong Shu Hu Xi Wu Xin Wang LRM 117 9 0 31 Jan 2024
Calibration-then-Calculation: A Variance Reduced Metric Framework in Deep Click-Through Rate Prediction Models Yewen Fan Nian Si Xiangchen Song Kun Zhang 137 0 0 30 Jan 2024
Securing Recommender System via Cooperative Training Qingyang Wang Chenwang Wu Defu Lian Enhong Chen AAML 77 2 0 23 Jan 2024
Novel Representation Learning Technique using Graphs for Performance Analytics Tarek Ramadan Ankur Lahiry Tanzima Z. Islam GNN AI4TS 24 2 0 19 Jan 2024
Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation Zhibo Xiao Luwei Yang Tao Zhang Wen Jiang Wei Ning Yujiu Yang 64 5 0 15 Jan 2024
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through Rate Prediction Haowen Wang Yuliang Du Congyun Jin Yujiao Li Yingbo Wang Tao Sun Piqi Qin Cong Fan GNN 59 0 0 15 Jan 2024
CCNETS: A Modular Causal Learning Framework for Pattern Recognition in Imbalanced Datasets Hanbeot Park Yunjeong Cho Hoon-Hee Kim 53 0 0 07 Jan 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions Cheng-Te Li Yu-Che Tsai Chih-Yao Chen Jay Chiehen Liao LMTD AI4CE 89 9 0 04 Jan 2024
An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendation Luo Ji Jiayu Mao Hailong Shi Qian Li Yunfei Chu Hongxia Yang 20 0 0 28 Dec 2023
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation Chengming Hu Haolun Wu Xuan Li Chen Ma Xi Chen Jun Yan Boyu Wang Xue Liu 106 3 0 22 Dec 2023
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 85 5 0 11 Dec 2023