Shuhan Zhang

Publications

Published articles, a collected paper, and current work under review. Original publication titles are retained; translated subtitles are provided for readers.

Selected Research

Original GPLab framework figure showing social agents, social subsystems, and simulation and evaluation.
Original framework · JASSS
2026 · Journal article Published

GPLab: A Generative Agent-Based Framework for Policy Simulation and Evaluation

Shuhan Zhang, Zifan Peng, Yinwang RenFirst & corresponding author

Journal of Artificial Societies and Social Simulation · 29(1), Article 6 · 2026

Contribution: A general-purpose framework connecting LLM-driven social agents, modular social subsystems, and an iterative simulation–evaluation loop to support policy scenario comparison and refinement.

Article DOI Code
Generative agentsPolicy simulationOpen source
Author-provided framework figure connecting LLM social agents, economic and public-opinion subsystems, policy simulation, and outcome evaluation.
Paper framework · Author-provided
2026 · Journal article Online first

生成式代理模型驱动的政策效果评估新范式：以舆论-经济系统模拟为例

A New Paradigm for Policy Effect Evaluation Driven by Generative Agent Models: A Simulation of a Public Opinion–Economy System

Shuhan Zhang, Yinwang RenFirst & corresponding author

系统工程理论与实践 / Systems Engineering — Theory & Practice · 14 May 2026

Contribution: Uses real-world data to assess agent behavior and simulates consumption-voucher policy in a coupled public opinion–economy system, examining heterogeneous group responses and multidimensional policy effects through statistical tests.

CNKI article
Policy evaluationEmpirical validationCSSCI
Actual AutoABM workbench showing model proposals, a running agent network, parameters, and metric charts.
Actual interface · AutoABM
2026 · Manuscript under review Under external review

Auto-ABM: A Simulation-First Framework for Trace-Grounded and Reproducible Agent-Based Modeling

Shuhan ZhangSole author

Submitted to NeurIPS 2026 FAST Workshop

Contribution: A simulation-first research workbench that links modeling, experiments, and explanations to recorded execution traces, with seed-reproducible runs and exportable reproduction packages including ODD documentation.

Project website Watch demo Source code Download / Releases
Trace-grounded explanationReproducible ABMResearch software

Further Scholarship

2022 · Journal article Published

集体土地征收多元保障机制探讨

Exploring Multiple Safeguard Mechanisms in Collective Land Expropriation

Shuhan ZhangSole author

中国土地 / China Land · 2022(5), 23–24

Contribution: Examines safeguards for collective land expropriation through three connected dimensions—public interest, timely and adequate compensation, and public participation in the expropriation process.

CNKI article DOI
Land expropriationRights protection
2022 · Journal article Published

数据主权背景下个人信息跨境流动治理与完善

Governance and Improvement of Cross-Border Personal Information Flows in the Context of Data Sovereignty

Shuhan ZhangSole author

哈尔滨学院学报 / Journal of Harbin University · 2022, 43(11), 33–37

Contribution: Examines cross-border personal information governance through the lens of data sovereignty, connecting national security, the digital economy, and the protection of individual rights.

CNKI article
Data sovereigntyPersonal information
2023 · Collected paper Included in collected papers

共同富裕的宪法向度及其立法实现

The Constitutional Dimension of Common Prosperity and Its Legislative Realization

Shuhan Zhang

新时代立法理论和实践的创新与发展论文集 · Legislative Studies Association of the China Law Society · 2023

Contribution: Considers common prosperity from a constitutional perspective and explores its realization through legislation.

Constitutional lawLegislative studies