Synthetic Population Generation

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23 papers3 papers in the last four weeks, down 25% on the four weeks before. 0.0% of all new papers.

  1. Personas Are Not People: Identity as State, Not Attribute

    Nov 3, 2026Tamunotonye Harry, Yuanyuan FengHuman Behavior SimulationHuman Behavior Modeling

    University of Vermont, Department of Computer Science, Burlington, Vermont, USA

  2. ScaleTraj: Scale-Decomposed Human Trajectory Generation

    Nov 3, 2026Yulin Zeng, Yiheng Zhao, Jun Yan +1Trajectory GenerationSynthetic Population Generation

    Santa Clara University, Santa Clara, CA, USA · Concordia University, Montreal, Canada

  3. Silicon Samples Match the Answers but Not the Respondents

    Oct 22, 2026Yusuke Kumagae, Masahiro KanekoSynthetic Population GenerationSynthetic Data Evaluation

    Hakuhodo DY Holdings Inc. · MBZUAI

  4. MetaPersona: Task-Grounded Synthetic Populations from Empirical Social Science

    Sep 29, 2026Jinyi Ye, Yuangang Li, Chenxiao Yu +7Personality Modeling in Language ModelsSynthetic Data Generation

    University of Southern California · University of California, Irvine · 2077AI +1

  5. Artificial Societies Benchmark: A Validation Framework for Synthetic Research

    Sep 24, 2026Edoardo Chidichimo, Min Jun Jung, Felix P. S. Wallis +1Benchmark DesignComputational Social Science

    Artificial Societies University of Oxford, UK

  6. KITE: Scaling Jev Population Experiments with Sparse Flagship Calibration

    Sep 23, 2026Hengyu LiCausal Effect EstimationUncertainty Quantification

    The University of Tokyo

  7. The average-farmer illusion in language-model simulations of agricultural decisions

    Sep 14, 2026Zhanliang Zhu, Ziwei Li, Yuchen Liu +5Synthetic Data GenerationSynthetic Population Generation

    1State Key Laboratory of Water Disaster Prevention, Hohai University, Nanjing 210098, China · 2Yangtze Institute for Conservation and Development, Hohai University, Nanjing 210098, China · 3Meta Platforms Inc. +2

  8. Feasible and Novel Synthetic Population Generation with Tabular and Sequential Travel Attributes

    Aug 16, 2026Farbod Abbasi, Zachary Patterson, Bilal FarooqSynthetic Population GenerationSynthetic Data Generation

    Concordia University, Montreal, Quebec, Canada · Toronto Metropolitan University, Toronto, Ontario, Canada

  9. Distribution-First Population Simulation: Collapse, Calibration, and Recall in Non-WEIRD LLM Persona Modeling

    Jul 17, 2026Gurkan OzkanHuman Behavior SimulationLarge Language Model-Based Social Simulation

    Istanbul Technical University

  10. Trustworthy synthetic data for campaign decision support: strategy simulation fidelity and the PolicySynth framework

    Jul 13, 2026Tung Dang, The Hung Phung, Son Lam Nguyen +1AI-Assisted Decision MakingSynthetic Data Generation

    aGraduate School of Science, The University of Tokyo, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-0033, Japan · bFaculty of Human Resource Management, Trade Union University, 169 Tay Son, Kim Lien, Hanoi, Vietnam · cInstitute for Business Management Development, Academy Of Finance, 58 Le Van Hien Street, Dong Ngac Ward, Hanoi, Vietnam +1

  11. Calibrating the Instrument: Controllability of an LLM-Driven Synthetic Population

    Jul 1, 2026Mirko Degli EspostiHuman Behavior SimulationSynthetic Data Generation

    Department of Physics and Astronomy, University of Bologna

  12. A Filtered Mixture-of-Generators for Fully Synthetic Survival Training

    Jun 30, 2026Niccolò Maria Rizzi, Eugenio Lomurno, Alberto Archetti +1Survival AnalysisSynthetic Data Generation

    Politecnico di Milano, Milan, Italy

  13. GenWorld: Empirically Grounded Urban Simulation Infrastructure for Scalable LLM-Agent Studies

    Jun 26, 2026Gen Li, Jieyuan Lan, Pengcheng Xu +3Human Behavior SimulationSynthetic Data Generation

    Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima, Japan · Jiangxi Polytechnic University, Jiangxi, China · College of Urban Development and Modern Transportation, Xi’an University of Architecture and Technology, Xi’an, China +1

  14. ProfileFoundry: A Synthetic Person-Object Substrate for Privacy, Memory, and Tool-Use Evaluation in LLM Agent

    Jun 24, 2026Sriram Selvam, Anneswa GhoshSynthetic Data GenerationSynthetic Benchmark Generation

  15. Conditional Latent Diffusion Model with Fourier-based Motion Modelling for Virtual Population Synthesis

    Jun 2, 2026Shaokun Lan, Haoran Dou, Jinghan Huang +53D Mesh GenerationSynthetic Population Generation

    Centre for Computational Imaging and Modelling in Medicine (CIMIM), University of Manchester, Manchester, UK

  16. Using Zero-Shot LLM-Generated Survey Data for Geographically Explicit Population Synthesis

    Apr 23, 2026Taylor Anderson, Sara Von Hoene, Orhan Yagizer Cinar +4Synthetic Data GenerationSynthetic Population Generation

    Dept. of Geography and Geoinformation Science, George Mason University, Fairfax, VA, USA · Dept. of Computer Science, George Mason University, Fairfax, VA, USA · College of Public Health, George Mason University, Fairfax, VA, USA +2

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

    Apr 19, 2026César Ojeda, Niklas Hartung, Wilhelm Huisinga +6Probabilistic Time Series ForecastingHealthcare

    University of Potsdam, Germany · Technical University Berlin, Germany · Freie Universität Berlin, Germany +2

  18. Validated Synthetic Patient Generation for Small Longitudinal Cohorts: Coagulation Dynamics Across Pregnancy

    Apr 8, 2026Jeffrey D. Varner, Maria Cristina Bravo, Carole McBride +2Synthetic Data GenerationSynthetic Tabular Data Generation

    Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY 14850 · Department of Biochemistry, The Robert Larner, M.D. College of Medicine, University of Vermont Medical Center, Burlington, VT 05401 · Department of Obstetrics, Gynecology, and Reproductive Sciences, The Robert Larner, M.D. College of Medicine, University of Vermont Medical Center, Burlington, VT 05401

  19. Scalable Maximum Entropy Population Synthesis via Persistent Contrastive Divergence

    Mar 28, 2026Mirko Degli EspostiSynthetic Population GenerationSynthetic Data Generation

    Department of Physics and Astronomy, City Science Lab University of Bologna, Bologna, Italy

  20. Maximum Entropy Relaxation of Multi-Way Cardinality Constraints for Synthetic Population Generation

    Mar 23, 2026François Pachet, Jean-Daniel ZuckerSynthetic Population GenerationSynthetic Data Generation

    ImagineAllThePeople, Paris, France · IRD, UMMISCO, Sorbonne Universit´e, France

  21. Enhancing Diversity and Feasibility: Joint Population Synthesis from Multi-source Data Using Generative Models

    Feb 17, 2026Farbod Abbasi, Zachary Patterson, Bilal FarooqSynthetic Population GenerationData Fusion

    Concordia University, Montreal, QC, Canada · Concordia Institute for Information Systems Engineering, Concordia University, Montreal, QC, Canada · Toronto Metropolitan University, Toronto, ON, Canada

  22. Prompts to Proxies: Emulating Human Preferences via a Compact LLM Ensemble

    Sep 14, 2025Bingchen Wang, Zi-Yu Khoo, Jingtan WangPreference ModelingComputational Social Science

    Independent Researcher, China · AI Singapore, Singapore · School of Computing, National University of Singapore, Singapore

  23. Population-Aligned Persona Generation for LLM-based Social Simulation

    Sep 12, 2025Zhengyu Hu, Jianxun Lian, Zheyuan Xiao +10Large Language Model-Based Social SimulationSynthetic Population Generation

    HKUST · Microsoft Research Asia · Duke University +3