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AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

29 October 2018

Jian Tang

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Papers citing "AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks"

29 / 279 papers shown

Title
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 220 461 0 11 Dec 2020
CAN: Feature Co-Action for Click-Through Rate Prediction Weijie Bian Kailun Wu Lejian Ren Qi Pi Yujing Zhang ... Xinchen Luo Shiming Xiang Guorui Zhou Xiaoqiang Zhu Hongbo Deng 50 9 0 11 Nov 2020
Ensemble Knowledge Distillation for CTR Prediction Jieming Zhu Jinyang Liu Weiqi Li Jincai Lai Xiuqiang He Liang Chen Zibin Zheng 138 57 0 08 Nov 2020
Factorization Machines with Regularization for Sparse Feature Interactions Kyohei Atarashi S. Oyama M. Kurihara 56 6 0 19 Oct 2020
Field-Embedded Factorization Machines for Click-through rate prediction Harshit Pande 71 15 0 13 Sep 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
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 178 828 0 18 Aug 2020
Cognitive Representation Learning of Self-Media Online Article Quality Yiru Wang Shen Huang Gongfu Li Qiang Deng Dongliang Liao Pengda Si Yujiu Yang Jin Xu 24 11 0 13 Aug 2020
Detecting Beneficial Feature Interactions for Recommender Systems Yixin Su Rui Zhang S. Erfani Zhenghua Xu 99 75 0 02 Aug 2020
DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions Ankit Ramchandani Chao Fan Ali Mostafavi 52 76 0 31 Jul 2020
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
Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos Shaoxiang Chen Wenhao Jiang Wei Liu Yu-Gang Jiang 99 102 0 28 Jul 2020
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location Rasheed el-Bouri D. Eyre Peter Watkinson T. Zhu David Clifton OOD 69 34 0 01 Jul 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 70 87 0 29 Jun 2020
AutoRec: An Automated Recommender System Ting-Hsiang Wang Qingquan Song Xiaotian Han Zirui Liu Haifeng Jin Helen Zhou 77 21 0 26 Jun 2020
Correct Normalization Matters: Understanding the Effect of Normalization On Deep Neural Network Models For Click-Through Rate Prediction Zhiqiang Wang Qingyun She Pengtao Zhang Junlin Zhang 80 7 0 23 Jun 2020
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection Michael Tsang Dehua Cheng Hanpeng Liu Xuening Feng Eric Zhou Yan Liu FAtt 85 60 0 19 Jun 2020
How does this interaction affect me? Interpretable attribution for feature interactions Michael Tsang Sirisha Rambhatla Yan Liu FAtt 75 88 0 19 Jun 2020
Explaining Local, Global, And Higher-Order Interactions In Deep Learning Samuel Lerman Chenliang Xu C. Venuto Henry A. Kautz FAtt 116 10 0 12 Jun 2020
Network On Network for Tabular Data Classification in Real-world Applications Yuanfei Luo Hao Zhou Wei-Wei Tu Yuqiang Chen Wenyuan Dai Qiang Yang 52 36 0 20 May 2020
SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks Qitao Shi Ya-Lin Zhang Longfei Li Xinxing Yang Meng Li Jun Zhou 76 31 0 05 Mar 2020
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving Wei Deng Junwei Pan Tian Zhou Deguang Kong Aaron Flores Guang Lin 25 4 0 17 Feb 2020
Learning Feature Interactions with Lorentzian Factorization Machine Canran Xu Ming Wu 51 26 0 22 Nov 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 82 221 0 12 Oct 2019
Neural Hybrid Recommender: Recommendation needs collaboration Ezgi Yildirim Payam V. Azad cSule Gunduz Ouguducu 19 4 0 29 Sep 2019
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions Weiyu Cheng Yanyan Shen Linpeng Huang 65 169 0 07 Sep 2019
TabNet: Attentive Interpretable Tabular Learning Sercan O. Arik Tomas Pfister LMTD 222 1,381 0 20 Aug 2019
Diffusion Variational Autoencoders Luis A. Pérez Rey Vlado Menkovski Jacobus W. Portegies DiffM BDL DRL 69 62 0 25 Jan 2019