GraphFM: Graph Factorization Machines for Feature Interaction Modeling

GraphFM: Graph Factorization Machines for Feature Interaction Modeling

24 February 2025

Papers citing "GraphFM: Graph Factorization Machines for Feature Interaction Modeling"

12 / 12 papers shown

Title
Some Insights of Construction of Feature Graph to Learn Pairwise Feature Interactions with Graph Neural Networks Phaphontee Yamchote Saw Nay Htet Win Chainarong Amornbunchornvej Thanapon Noraset FAtt 74 0 0 20 Feb 2025
Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation Zhibo Xiao Luwei Yang Tao Zhang Wen Jiang Wei Ning Yujiu Yang 22 3 0 15 Jan 2024
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction Jianghao Lin Bo Chen Hangyu Wang Yunjia Xi Yanru Qu Xinyi Dai Kangning Zhang Ruiming Tang Yong Yu Weinan Zhang 60 30 0 13 Oct 2023
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer Kaize Ding Albert Jiongqian Liang Bryan Perrozi Ting-Li Chen Ruoxi Wang Lichan Hong Ed H. Chi Huan Liu D. Cheng 19 13 0 27 May 2023
Causality-based CTR Prediction using Graph Neural Networks Panyu Zhai Yanwu Yang Chun-Hui Zhang CML GNN 16 30 0 30 Jan 2023
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training Kezhao Huang Haitian Jiang Minjie Wang Guangxuan Xiao David Wipf Xiang Song Quan Gan Zengfeng Huang Jidong Zhai Zheng-Wei Zhang GNN 33 2 0 18 Jan 2023
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation Zhen Tian Ting Bai Ziyan Zhang Zhiyuan Xu Kangyi Lin Ji-Rong Wen Wayne Xin Zhao 29 18 0 21 Nov 2022
Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems Yixin Su Yunxiang Zhao S. Erfani Junhao Gan Rui Zhang 68 24 0 28 Jun 2022
Boosting Factorization Machines via Saliency-Guided Mixup Chenwang Wu Defu Lian Yong Ge Min Zhou Enhong Chen Dacheng Tao 13 4 0 17 Jun 2022
Explicit Feature Interaction-aware Graph Neural Networks Minkyu Kim Hyunseung Choi Jinho Kim GNN 24 6 0 07 Apr 2022
Click-Through Rate Prediction in Online Advertising: A Literature Review Yanwu Yang Panyu Zhai CML 3DV 45 94 0 22 Feb 2022
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 93 224 0 24 Oct 2020