Papers citing 'Trompt: Towards a Better Deep Neural Network for Tabular Data'

Title
PyG 2.0: Scalable Learning on Real World Graphs Matthias Fey Jinu Sunil Akihiro Nitta Rishi Puri Manan Shah ... Vid Kocijan Zecheng Zhang Xinwei He J. E. Lenssen J. Leskovec GNN AI4CE 200 19 0 22 Jul 2025
Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures Vijay Prakash Dwivedi Charilaos I. Kanatsoulis Shenyang Huang Jure Leskovec GNN 3DV 189 5 0 19 Jun 2025
Make Still Further Progress: Chain of Thoughts for Tabular Data Leaderboard Si-Yang Liu Qile Zhou Han-Jia Ye LMTD LRM 272 3 0 19 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 305 15 0 17 Apr 2025
Boosting Relational Deep Learning with Pretrained Tabular Models Veronica Lachi Antonio Longa Beatrice Bevilacqua Bruno Lepri Baptiste Caramiaux Bruno Ribeiro LMTD AI4CE 133 2 0 07 Apr 2025
Multi-branch of Attention Yields Accurate Results for Tabular Data Xuechen Li Yupeng Li Jian Liu Xiaolin Jin Tian Yang 209 0 0 18 Feb 2025
TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems Si-Yang Liu Han-Jia Ye 298 19 0 04 Feb 2025
TabM: Advancing Tabular Deep Learning with Parameter-Efficient EnsemblingInternational Conference on Learning Representations (ICLR), 2024 Yury Gorishniy Akim Kotelnikov Artem Babenko LMTD MoE 552 36 0 31 Oct 2024
A Survey on Deep Tabular Learning Shriyank Somvanshi Subasish Das Syed Aaqib Javed Gian Antariksa Ahmed Hossain LMTD 285 21 0 15 Oct 2024
GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data Gleb Bazhenov Oleg Platonov Liudmila Prokhorenkova LMTD 249 2 0 22 Sep 2024
TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data MixingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Michal K. Grzeszczyk Przemysław Korzeniowski S. Alabed Andrew J Swift Tomasz Trzciñski Arkadiusz Sitek 106 2 0 11 Sep 2024
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data Andrej Tschalzev Sascha Marton Stefan Lüdtke Christian Bartelt Heiner Stuckenschmidt LMTD 281 9 0 02 Jul 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning Jaehyun Nam Kyuyoung Kim Seunghyuk Oh Jihoon Tack Jaehyung Kim Jinwoo Shin LMTD 239 24 0 12 Jun 2024
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains Kyungeun Lee Ye Seul Sim Hye-Seung Cho Moonjung Eo Suhee Yoon Sanghyu Yoon Woohyung Lim SSL 166 13 0 13 May 2024
An Automatic Prompt Generation System for Tabular Data TasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Ashlesha Akella Abhijit Manatkar Brij Chavda Hima Patel LMTD 146 2 0 09 May 2024
Anytime Neural Architecture Search on Tabular Data Naili Xing Shaofeng Cai Zhaojing Luo Bengchin Ooi Jian Pei 230 3 0 15 Mar 2024
Tree-Regularized Tabular Embeddings Xuan Li Yunhe Wang Boqian Li LMTD 226 3 0 01 Mar 2024
Relational Deep Learning: Graph Representation Learning on Relational Databases Matthias Fey Weihua Hu Kexin Huang J. E. Lenssen Rishabh Ranjan Joshua Robinson Rex Ying Jiaxuan You J. Leskovec GNN 137 48 0 07 Dec 2023