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TabDDPM: Modelling Tabular Data with Diffusion Models

TabDDPM: Modelling Tabular Data with Diffusion Models

International Conference on Machine Learning (ICML), 2022
30 September 2022
Akim Kotelnikov
Dmitry Baranchuk
Ivan Rubachev
Artem Babenko
    DiffM
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "TabDDPM: Modelling Tabular Data with Diffusion Models"

50 / 120 papers shown
Flow Matching for Tabular Data Synthesis
Flow Matching for Tabular Data Synthesis
B. I. Nasution
Floor Eijkelboom
Mark Elliot
Richard Allmendinger
C. A. Naesseth
122
3
0
30 Nov 2025
Privacy Preserving Diffusion Models for Mixed-Type Tabular Data Generation
Timur Sattarov
Marco Schreyer
Damian Borth
118
0
0
29 Nov 2025
Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation
Beyond Accuracy: An Empirical Study of Uncertainty Estimation in Imputation
Zarin Tahia Hossain
Mostafa Milani
190
1
0
26 Nov 2025
Probabilistic Hash Embeddings for Online Learning of Categorical Features
Probabilistic Hash Embeddings for Online Learning of Categorical Features
Aodong Li
Abishek Sankararaman
Balakrishnan Narayanaswamy
173
0
0
25 Nov 2025
Boosting Predictive Performance on Tabular Data through Data Augmentation with Latent-Space Flow-Based Diffusion
Md. Tawfique Ihsan
Md. Rakibul Hasan Rafi
Ahmed Shoyeb Raihan
Imtiaz Ahmed
Abdullahil Azeem
DiffM
151
0
0
20 Nov 2025
Beyond One-Size-Fits-All: Neural Networks for Differentially Private Tabular Data Synthesis
Beyond One-Size-Fits-All: Neural Networks for Differentially Private Tabular Data Synthesis
Kai Chen
Chen Gong
Tianhao Wang
126
0
0
17 Nov 2025
SHAP Distance: An Explainability-Aware Metric for Evaluating the Semantic Fidelity of Synthetic Tabular Data
SHAP Distance: An Explainability-Aware Metric for Evaluating the Semantic Fidelity of Synthetic Tabular Data
Ke Yu
Shigeru Ishikura
Yukari Usukura
Yuki Shigoku
Teruaki Hayashi
113
0
0
17 Nov 2025
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
Cheng-Chang Tsai
Kai-Wen Cheng
Chun-Shien Lu
OODFedML
324
0
0
15 Nov 2025
MalDataGen: A Modular Framework for Synthetic Tabular Data Generation in Malware Detection
MalDataGen: A Modular Framework for Synthetic Tabular Data Generation in Malware Detection
K. Paim
Angelo Gaspar Diniz Nogueira
Diego Kreutz
Weverton Cordeiro
R. Mansilha
84
2
0
01 Nov 2025
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
Harry Amad
Zhaozhi Qian
Dennis Frauen
Julianna Piskorz
Stefan Feuerriegel
Mihaela van der Schaar
CML
225
1
0
21 Oct 2025
SMOTE and Mirrors: Exposing Privacy Leakage from Synthetic Minority Oversampling
SMOTE and Mirrors: Exposing Privacy Leakage from Synthetic Minority Oversampling
Georgi Ganev
Reza Nazari
Rees Davison
Amir Dizche
Xinmin Wu
Ralph Abbey
Jorge Silva
Emiliano De Cristofaro
185
2
0
16 Oct 2025
Membership Inference over Diffusion-models-based Synthetic Tabular Data
Membership Inference over Diffusion-models-based Synthetic Tabular Data
Peini Cheng
Amir Bahmani
158
1
0
16 Oct 2025
Impute-MACFM: Imputation based on Mask-Aware Flow Matching
Impute-MACFM: Imputation based on Mask-Aware Flow Matching
Dengyi Liu
Honggang Wang
Hua Fang
166
0
0
27 Sep 2025
Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis
Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis
Joshua Ward
Xiaofeng Lin
Chi-Hua Wang
Guang Cheng
166
5
0
22 Sep 2025
GEM-T: Generative Tabular Data via Fitting Moments
GEM-T: Generative Tabular Data via Fitting Moments
Miao Li
Phuc Nguyen
Christopher Tam
Alexandra Morgan
Kenneth Ge
Rahul Bansal
Linzi Yu
R. Arnaout
Ramy Arnaout
130
0
0
22 Sep 2025
MIA-EPT: Membership Inference Attack via Error Prediction for Tabular Data
MIA-EPT: Membership Inference Attack via Error Prediction for Tabular Data
Eyal German
Daniel Samira
Yuval Elovici
A. Shabtai
245
0
0
16 Sep 2025
Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes
Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes
Mingxuan Jiang
Yongxin Wang
Ziyue Dai
Yicun Liu
Hongyi Nie
Sen Liu
Hongfeng Chai
DiffM
179
0
0
12 Sep 2025
TAGAL: Tabular Data Generation using Agentic LLM Methods
TAGAL: Tabular Data Generation using Agentic LLM Methods
Benoît Ronval
Pierre Dupont
Siegfried Nijssen
AIFin
158
1
0
04 Sep 2025
Ensembling Membership Inference Attacks Against Tabular Generative Models
Ensembling Membership Inference Attacks Against Tabular Generative Models
Joshua Ward
Yuxuan Yang
Chi-Hua Wang
Guang Cheng
138
2
0
02 Sep 2025
Tabular Diffusion Counterfactual Explanations
Tabular Diffusion Counterfactual Explanations
Wei Zhang
Brian Barr
John Paisley
DiffM
178
0
0
31 Aug 2025
Robust Detection of Synthetic Tabular Data under Schema Variability
Robust Detection of Synthetic Tabular Data under Schema Variability
G. C. N. Kindji
Elisa Fromont
L. Rojas-Barahona
Tanguy Urvoy
LMTD
164
0
0
27 Aug 2025
Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era
Dawei Li
Yue Huang
Ming Li
Tianyi Zhou
Xiangliang Zhang
Huan Liu
SyDa
135
3
0
27 Aug 2025
FEST: A Unified Framework for Evaluating Synthetic Tabular Data
FEST: A Unified Framework for Evaluating Synthetic Tabular DataInternational Conference on Information Systems Security and Privacy (ICISSP), 2025
Weijie Niu
Alberto Huertas Celdrán
Karoline Siarsky
Burkhard Stiller
86
1
0
22 Aug 2025
Diffusion-Driven High-Dimensional Variable Selection
Diffusion-Driven High-Dimensional Variable Selection
Minjie Wang
Xiaotong Shen
Wei Pan
235
0
0
19 Aug 2025
SynLLM: A Comparative Analysis of Large Language Models for Medical Tabular Synthetic Data Generation via Prompt Engineering
SynLLM: A Comparative Analysis of Large Language Models for Medical Tabular Synthetic Data Generation via Prompt Engineering
Arshia Ilaty
Hossein Shirazi
Hajar Homayouni
SyDa
111
1
0
11 Aug 2025
Privacy-Preserving Tabular Synthetic Data Generation Using TabularARGN
Privacy-Preserving Tabular Synthetic Data Generation Using TabularARGN
Andrey Sidorenko
P. Tiwald
169
1
0
08 Aug 2025
StructSynth: Leveraging LLMs for Structure-Aware Tabular Data Synthesis in Low-Data Regimes
StructSynth: Leveraging LLMs for Structure-Aware Tabular Data Synthesis in Low-Data Regimes
Siyi Liu
Yujia Zheng
Yongqi Zhang
SyDa
249
0
0
04 Aug 2025
TCDiff: Triplex Cascaded Diffusion for High-fidelity Multimodal EHRs Generation with Incomplete Clinical Data
TCDiff: Triplex Cascaded Diffusion for High-fidelity Multimodal EHRs Generation with Incomplete Clinical Data
Yandong Yan
Chenxi Li
Yu Huang
Dexuan Xu
Jiaqi Zhu
Zhongyan Chai
H. Zhang
DiffMMedIm
106
0
0
03 Aug 2025
A Reward-Directed Diffusion Framework for Generative Design Optimization
A Reward-Directed Diffusion Framework for Generative Design Optimization
Hadi Keramati
Patrick Kirchen
Mohammed Hannan
Rajeev K. Jaiman
158
0
0
02 Aug 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
Shuo Yang
Zheyu Zhang
Bardh Prenkaj
Gjergji Kasneci
219
4
0
25 Jul 2025
Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection
Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection
Vinura Galwaduge
Jagath Samarabandu
AAMLDiffM
143
1
0
23 Jul 2025
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion ModelInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Han Zhang
Xiangde Luo
Yihao Chen
Kang Li
MedIm
182
0
0
17 Jul 2025
Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation
Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation
Dong Zhang
Lin Li
Ming Li
Amran Bhuiyan
Meng Sun
Xiaohui Tao
Jimmy Xiangji Huang
208
1
0
04 Jul 2025
Generating Heterogeneous Multi-dimensional Data : A Comparative Study
Generating Heterogeneous Multi-dimensional Data : A Comparative Study
Michael Corbeau
Emmanuelle Claeys
Mathieu Serrurier
Pascale Zaraté
DiffM
204
0
0
30 Jun 2025
Vision Generalist Model: A Survey
Vision Generalist Model: A SurveyInternational Journal of Computer Vision (IJCV), 2025
Ziyi Wang
Yongming Rao
Shuofeng Sun
Xinrun Liu
Yi Wei
...
Zuyan Liu
Yanbo Wang
Hongmin Liu
Jie Zhou
Jiwen Lu
312
0
0
11 Jun 2025
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
Kevin Rojas
Yuchen Zhu
Sichen Zhu
Felix X.-F. Ye
Molei Tao
DiffM
279
12
0
09 Jun 2025
Exponential Family Variational Flow Matching for Tabular Data Generation
Exponential Family Variational Flow Matching for Tabular Data Generation
Andrés Guzmán-Cordero
Floor Eijkelboom
Jan-Willem van de Meent
322
8
0
06 Jun 2025
Synthetic Tabular Data: Methods, Attacks and Defenses
Synthetic Tabular Data: Methods, Attacks and DefensesProceedings of the VLDB Endowment (PVLDB), 2025
Graham Cormode
Samuel Maddock
Enayat Ullah
Shripad Gade
259
2
0
06 Jun 2025
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
Liancheng Fang
Aiwei Liu
Henry Peng Zou
Yankai Chen
Hengrui Zhang
Zhongfen Deng
Philip S. Yu
276
2
0
30 May 2025
A Closer Look on Memorization in Tabular Diffusion Model: A Data-Centric Perspective
A Closer Look on Memorization in Tabular Diffusion Model: A Data-Centric Perspective
Zhengyu Fang
Zhimeng Jiang
Huiyuan Chen
Xiaoge Zhang
Kaiyu Tang
Xiao Li
Jing Li
TDI
267
1
0
28 May 2025
Position: All Current Generative Fidelity and Diversity Metrics are Flawed
Position: All Current Generative Fidelity and Diversity Metrics are Flawed
Ossi Räisä
B. V. Breugel
M. Schaar
EGVM
210
3
0
28 May 2025
Graph-Conditional Flow Matching for Relational Data Generation
Graph-Conditional Flow Matching for Relational Data Generation
Davide Scassola
Sebastiano Saccani
Luca Bortolussi
331
2
0
21 May 2025
LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models
LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models
Yihong Tang
Menglin Kong
Lijun Sun
Tong Nie
Lijun Sun
SyDa
287
1
0
20 May 2025
A Large Language Model for Feasible and Diverse Population Synthesis
A Large Language Model for Feasible and Diverse Population Synthesis
Sung Yoo Lim
Hyunsoo Yun
P. Bansal
Dong-Kyu Kim
Eui-Jin Kim
SyDa
277
2
0
07 May 2025
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking
Dayananda Herurkar
Ahmad Ali
Andreas Dengel
243
1
0
29 Apr 2025
A Comprehensive Survey of Synthetic Tabular Data Generation
A Comprehensive Survey of Synthetic Tabular Data Generation
Ruxue Shi
Yili Wang
Mengnan Du
Xu Shen
Yi Chang
Xin Wang
819
20
0
23 Apr 2025
Benchmarking Differentially Private Tabular Data Synthesis
Benchmarking Differentially Private Tabular Data Synthesis
Kai Chen
Xiaochen Li
Chen Gong
Ryan McKenna
Tianhao Wang
253
9
0
18 Apr 2025
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild
Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild
G. C. N. Kindji
Elisa Fromont
L. Rojas-Barahona
Tanguy Urvoy
247
0
0
10 Apr 2025
Diffusion Transformers for Tabular Data Time Series Generation
Diffusion Transformers for Tabular Data Time Series GenerationInternational Conference on Learning Representations (ICLR), 2025
Fabrizio Garuti
E. Sangineto
Simone Luetto
L. Forni
Rita Cucchiara
472
3
0
10 Apr 2025
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis
Xiaoyu Wu
Yifei Pang
Terrance Liu
Steven Wu
219
7
0
15 Mar 2025
123
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