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Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions

7 September 2019

Papers citing "Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions"

41 / 41 papers shown

Title
DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction Kefan Wang Hao Wang Wei Guo Yong Liu Jianghao Lin Defu Lian Enhong Chen 64 0 0 25 May 2025
Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction Honghao Li Yiwen Zhang Yi Zhang Lei Sang Jieming Zhu 129 0 0 23 May 2025
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction Yu Cui Feng Liu Jiawei Chen Yudi Wu Changwang Zhang Jun Wang Yuegang Sun Xiaohu Yang Can Wang 114 0 0 20 May 2025
Feature Staleness Aware Incremental Learning for CTR Prediction Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 186 2 0 29 Apr 2025
Scaled Supervision is an Implicit Lipschitz Regularizer Z. Ouyang Chunhui Zhang Yaning Jia Soroush Vosoughi BDL OffRL 126 1 0 19 Mar 2025
A Universal Framework for Compressing Embeddings in CTR Prediction Kefan Wang Hao Wang Kenan Song Wei Guo Kai Cheng Zechao Li Yixiao Liu Defu Lian Enhong Chen 144 2 0 24 Feb 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
From Features to Graphs: Exploring Graph Structures and Pairwise Interactions via GNNs Phaphontee Yamchote Saw Nay Htet Win Chainarong Amornbunchornvej Thanapon Noraset FAtt 140 0 0 19 Feb 2025
AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System Yongchun Zhu Jingwu Chen Ling Chen Yongqian Li Feng Zhang Xiao Yang Zuotao Liu 88 0 0 28 Jan 2025
A Centralized-Distributed Transfer Model for Cross-Domain Recommendation Based on Multi-Source Heterogeneous Transfer Learning Ke Xu Ziliang Wang Wei Zheng Yuhao Ma Chenglin Wang Nengxue Jiang Cai Cao 87 4 0 14 Nov 2024
Deep Feature Embedding for Tabular Data Yuqian Wu Hengyi Luo Raymond S. T. Lee LMTD 82 4 0 30 Aug 2024
Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction Yunxiao Shi Wujiang Xu Mingyu Jin Haimin Zhang Qiang Wu 125 1 0 16 Aug 2024
Polyhedral Conic Classifier for CTR Prediction Beyza Türkmen Ramazan Tarik Türksoy Hasan Saribas Hakan Çevikalp 68 0 0 06 Jun 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
Powering In-Database Dynamic Model Slicing for Structured Data Analytics Lingze Zeng Naili Xing Shaofeng Cai Gang Chen Bengchin Ooi Jian Pei Yuncheng Wu 63 1 0 01 May 2024
All-in-One: Heterogeneous Interaction Modeling for Cold-Start Rating Prediction Shuheng Fang Kangfei Zhao Yu Rong Zhixun Li Jeffrey Xu Yu 94 0 0 26 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
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 97 1 0 22 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 59 2 0 10 Feb 2024
On the Embedding Collapse when Scaling up Recommendation Models Xingzhuo Guo Kai Yan Ximei Wang Baixu Chen Haohan Wang Mingsheng Long 103 25 0 06 Oct 2023
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness Liyao Jiang Chenglin Li Haolan Chen Xiao-Rong Gao Xinwang Zhong Yang Qiu Shani Ye Di Niu 59 0 0 15 Sep 2023
A Model-Agnostic Framework for Recommendation via Interest-aware Item Embeddings Amit Jaiswal Yu Xiong 27 1 0 17 Aug 2023
Weighted Multi-Level Feature Factorization for App ads CTR and installation prediction J. M. Rodríguez Antonela Tommasel OffRL 57 1 0 03 Aug 2023
Exploiting Field Dependencies for Learning on Categorical Data Zhibin Li Piotr Koniusz Lu Zhang D. Pagendam Peyman Moghadam 51 4 0 18 Jul 2023
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction Chengkai Zhu Liang Du Hong Chen Shuang Zhao Zixun Sun Xin Eric Wang Wenwu Zhu 54 1 0 03 May 2023
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu Tun Lu Peng Zhang Ning Gu SSL 54 47 0 01 Dec 2022
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction Yanyan Shen Lifan Zhao Weiyu Cheng Zibin Zhang Wenwen Zhou Kangyi Lin 66 5 0 28 Oct 2022
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions Minkyu Kim Hyunjin Choi Jinho Kim FAtt 75 8 0 30 Sep 2022
Human Pose Driven Object Effects Recommendation Zhaoxin Fan Feng Li Hongyan Liu Jun He Xiaoyong Du 59 2 0 17 Sep 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
Boosting Factorization Machines via Saliency-Guided Mixup Chenwang Wu Defu Lian Yong Ge Min Zhou Enhong Chen Dacheng Tao 85 4 0 17 Jun 2022
Dynamic Parameterized Network for CTR Prediction Jian Zhu Congcong Liu Pei Wang Xiwei Zhao Guangpeng Chen Junsheng Jin Changping Peng Zhangang Lin Jingping Shao 46 2 0 09 Nov 2021
ARM-Net: Adaptive Relation Modeling Network for Structured Data Shaofeng Cai Kaiping Zheng Gang Chen H. V. Jagadish Beng Chin Ooi Meihui Zhang 104 51 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 21 0 0 03 Jul 2021
DCAP: Deep Cross Attentional Product Network for User Response Prediction Zekai Chen Fangtian Zhong Zhumin Chen Xiao Zhang Robert Pless Xiuzhen Cheng 73 11 0 18 May 2021
Efficient Click-Through Rate Prediction for Developing Countries via Tabular Learning Joonyoung Yi Buru Chang 22 1 0 15 Apr 2021
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization Shubham Rai Walter Lau Neto Yukio Miyasaka Xinpei Zhang Mingfei Yu ... Zhiru Zhang V. Tenace P. Gaillardon A. Mishchenko S. Chatterjee NAI 48 29 0 04 Dec 2020
BARS-CTR: Open Benchmarking for Click-Through Rate Prediction Jieming Zhu Jinyang Liu Shuai Yang Qi Zhang Xiuqiang He 96 130 0 12 Sep 2020
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data Zhaocheng Liu Qiang Liu Haoli Zhang Yuntian Chen 84 13 0 22 Aug 2020
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures Julien Launay Iacopo Poli Franccois Boniface Florent Krzakala 127 64 0 23 Jun 2020
Generalized Embedding Machines for Recommender Systems Enneng Yang Xin Xin Li Shen G. Guo 53 2 0 16 Feb 2020