AutoCross: Automatic Feature Crossing for Tabular Data in Real-World
Applications

AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications

29 April 2019

Papers citing "AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications"

15 / 15 papers shown

Title
Dual-Agent Reinforcement Learning for Automated Feature Generation Wanfu Gao Zengyao Man Hanlin Pan Kunpeng Liu 9 0 0 19 May 2025
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation Dongjie Wang Yanyong Huang Wangyang Ying Haoyue Bai Nanxu Gong ... Meng Xiao Pengfei Wang P. Wang Hui Xiong Yanjie Fu LMTD 50 5 0 17 Jan 2025
A Concept and Argumentation based Interpretable Model in High Risk Domains Haixiao Chi Dawei Wang Gaojie Cui Feng Mao Beishui Liao 29 1 0 17 Aug 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 36 137 0 19 May 2022
A Comprehensive Survey on Automated Machine Learning for Recommendations Bo Chen Xiangyu Zhao Yejing Wang Wenqi Fan Huifeng Guo Ruiming Tang AI4TS 26 6 0 04 Apr 2022
AEFE: Automatic Embedded Feature Engineering for Categorical Features Zhenyuan Zhong Jie Yang Yacong Ma Shoubin Dong Jinlong Hu 28 2 0 19 Oct 2021
TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction Xiawei Guo Yuhan Quan Huan Zhao Quanming Yao Yong Li Wei-Wei Tu 17 27 0 20 Aug 2021
AutoLoss: Automated Loss Function Search in Recommendations Xiangyu Zhao Haochen Liu Wenqi Fan Hui Liu Jiliang Tang Chong Wang 30 60 0 12 Jun 2021
XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction Runlong Yu Yuyang Ye Qi Liu Zihan Wang Chunfeng Yang Yucheng Hu Enhong Chen 30 18 0 22 Apr 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 62 28 0 29 Jul 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 21 16 0 10 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 10 34 0 20 May 2020
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction Xiang Li Chao Wang Jiwei Tan Xiaoyi Zeng Dan Ou Bo Zheng 25 44 0 07 Mar 2020
SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks Qitao Shi Ya-Lin Zhang Longfei Li Xinxing Yang Meng Li Jun Zhou 34 30 0 05 Mar 2020
Techniques for Automated Machine Learning Yi-Wei Chen Qingquan Song Xia Hu 18 48 0 21 Jul 2019