Tabular Data

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Period ending 2026-09-21

12 new papers

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Period ending 2026-09-14

7 new papers

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Period ending 2026-09-07

10 new papers

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322 papers

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  1. PulseBench-Tab: A Multilingual Benchmark for Table Extraction with Graph-Based Evaluation

    Apr 21, 2026Ritvik Pandey, Sid Manchkanti, Mohammed Wazir Adain +2Tabular DataBenchmark Datasets

  2. Benchmarking Quantum Kernel Support Vector Machines Against Classical Baselines on Tabular Data: A Rigorous Empirical Study with Hardware Validation

    Apr 20, 2026Siavash Kakavand, Christoph Strohmeyer, Michael SchlotterQuantum KernelsHybrid Quantum Neural Networks

  3. Prior-Fitted Functional Flow: In-Context Generative Models for Pharmacokinetics

    Apr 19, 2026César Ojeda, Niklas Hartung, Wilhelm Huisinga +6Drug-Drug InteractionsPatient Trajectories

  4. ONTO: A Token-Efficient Columnar Notation for LLM Input Optimization

    Apr 19, 2026Harshavardhanan DeekeswarPer-Token LatencyLLM Inference Efficiency

  5. A Multi-Agent Approach for Claim Verification from Tabular Data Documents

    Apr 19, 2026Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. NgVerifierTabular Data

  6. Tabular foundation models for in-context prediction of molecular properties

    Apr 17, 2026Karim K. Ben Hicham, Jan G. Rittig, Martin Grohe +1Molecular Property PredictionTabular Foundation Models

  7. DenTab: A Dataset for Table Recognition and Visual QA on Real-World Dental Estimates

    Apr 17, 2026Laziz Hamdi, Amine Tamasna, Thierry PaquetTabular Data

  8. TableSeq: Unified Generation of Structure, Content, and Layout

    Apr 17, 2026Laziz Hamdi, Amine Tamasna, Pascal Boisson +1Tabular DataLayouts

  9. Benchmarking Optimizers for MLPs in Tabular Deep Learning

    Apr 16, 2026Yury Gorishniy, Ivan Rubachev, Dmitrii Feoktistov +1Tabular LearningOptimizer Design

  10. Improving TabPFN's Synthetic Data Generation by Integrating Causal Structure

    Mar 10, 2026Davide Tugnoli, Andrea De Lorenzo, Marco Virgolin +1Synthetic Tabular DataTabular Prior-Data Fitted Network

  11. Distributional Regression with Tabular Foundation Models: Evaluating Probabilistic Predictions via Proper Scoring Rules

    Mar 9, 2026Jonas Landsgesell, Pascal Knoll, Tizian WenzelTabular Foundation ModelsScoring

  12. TabICLv2: A better, faster, scalable, and open tabular foundation model

    Feb 11, 2026Jingang Qu, David Holzmüller, Gaël Varoquaux +1Tabular Foundation ModelsModel Pretraining

  13. Predicting integers from continuous parameters

    Feb 11, 2026Bas Maat, Peter BloemBackpropagationTabular Learning

  14. PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models

    Feb 3, 2026Vignesh Kothapalli, Rishabh Ranjan, Valter Hudovernik +4Relational Deep LearningSynthetic Data

  15. Orthogonal Hierarchical Decomposition for Structure-Aware Table Understanding with Large Language Models

    Feb 2, 2026Bin Cao, Huixian Lu, Chenwen Ma +3Tabular DataStructure-Aware

  16. CORE-T: COherent REtrieval of Tables for Text-to-SQL

    Jan 19, 2026Hassan Soliman, Vivek Gupta, Dan Roth +1Text-To-SqlTabular Data

  17. Apples on the Table? Evaluating Text-Guided 3D Scene Synthesis via Fine-Grained Constraint Verification

    Nov 4, 2025Minseok Kang, Dongwook Choi, Gyeom Hwangbo +33D Scenes3D Object Understanding

  18. Strengthening LLMs for Tabular Prediction with Structural Priors

    Oct 20, 2025Pengxiang Cai, Zihao Gao, Wanchen Lian +2Tabular LearningLarge Language Model Post-Training

  19. Isolation-based Spherical Ensemble Representations for Tabular Anomaly Detection

    Oct 15, 2025Yang Cao, Sikun Yang, Hao Tian +5Reconstruction-Based Anomaly DetectionAnomaly Detection

  20. GraphPFN: A Prior-Data Fitted Graph Foundation Model

    Sep 25, 2025Dmitry Eremeev, Oleg Platonov, Gleb Bazhenov +2Graph Foundation ModelGraph Neural Networks

  21. Turning Tabular Foundation Models into Graph Foundation Models

    Aug 28, 2025Dmitry Eremeev, Gleb Bazhenov, Oleg Platonov +2Graph Foundation ModelTabular Foundation Models

  22. A Conditional GAN for Tabular Data Generation with Probabilistic Sampling of Latent Subspaces

    Aug 1, 2025Leonidas Akritidis, Panayiotis BozanisSynthetic Tabular DataDual-Domain Equivariant Generative Adversarial Network