tabular data generation

A Sobering Look at Tabular Data Generation via Probabilistic Circuits UAI 2026 SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ACL 2026 TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint) AAAI 2026 AIGT: AI Generative Table Based on Prompt COLING 2025 Diffusion Transformers for Tabular Data Time Series Generation ICLR 2025 Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025 Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models EMNLP 2025 TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation ACL 2025 Towards Universal Debiasing for Language Models-based Tabular Data Generation EMNLP 2025 Deep Learning with Requirements in the Real World IJCAI 2024 Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees AISTATS 2024 Language Models are Realistic Tabular Data Generators ICLR 2023 Learning Diffusion Bridges on Constrained Domains ICLR 2023 Differentially Private Normalizing Flows for Synthetic Tabular Data Generation AAAI 2022