UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model
in Data Science

UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science

18 July 2023

Qi Liu

Papers citing "UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science"

17 / 17 papers shown

Title
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 24 0 0 08 May 2025
Representation Learning for Tabular Data: A Comprehensive Survey Jun-Peng Jiang Si-Yang Liu Hao-Run Cai Qile Zhou Han-Jia Ye LMTD 33 0 0 17 Apr 2025
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild G. C. N. Kindji Elisa Fromont L. Rojas-Barahona Tanguy Urvoy 25 0 0 10 Apr 2025
Zero-Shot Decision Tree Construction via Large Language Models Lucas Carrasco Felipe Urrutia Andrés Abeliuk 58 0 0 28 Jan 2025
PORTAL: Scalable Tabular Foundation Models via Content-Specific Tokenization Marco Spinaci Marek Polewczyk Johannes Hoffart Markus C. Kohler Sam Thelin Tassilo Klein LMTD 13 0 0 17 Oct 2024
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data Hugo Thimonier José Lucas De Melo Costa Fabrice Popineau Arpad Rimmel Bich-Liên Doan 42 1 0 07 Oct 2024
TabularFM: An Open Framework For Tabular Foundational Models Quan M. Tran Suong N. Hoang Lam M. Nguyen Dzung Phan Hoang Thanh Lam LMTD 17 1 0 14 Jun 2024
CTSyn: A Foundational Model for Cross Tabular Data Generation Xiaofeng Lin Chenheng Xu Matthew Yang Guang Cheng 29 3 0 07 Jun 2024
Why Tabular Foundation Models Should Be a Research Priority B. V. Breugel M. Schaar LMTD VLM AI4CE 31 32 0 02 May 2024
Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science Yazheng Yang Yuqi Wang Sankalok Sen Lei Li Qi Liu LMTD 33 9 0 29 Mar 2024
A Survey on Self-Supervised Learning for Non-Sequential Tabular Data Wei-Yao Wang Wei-Wei Du Derek Xu Wei Wang Wenjie Peng LMTD 14 7 0 02 Feb 2024
MambaTab: A Plug-and-Play Model for Learning Tabular Data Md. Atik Ahamed Qiang Cheng Mamba LMTD 10 12 0 16 Jan 2024
From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models Xumeng Wen Han Zhang Shun Zheng Wei Xu Jiang Bian LMTD ALM 62 20 0 11 Oct 2023
PTab: Using the Pre-trained Language Model for Modeling Tabular Data Guangyi Liu Jie-jin Yang Ledell Yu Wu LMTD 60 32 0 15 Sep 2022
MATE: Multi-view Attention for Table Transformer Efficiency Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 63 80 0 09 Sep 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar S. Karnin ViT LMTD 140 412 0 11 Dec 2020
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data Sergei Popov S. Morozov Artem Babenko LMTD 80 290 0 13 Sep 2019