中文
LIANG Peng
Non-tenured Associate Professor
Department of Business Administration
Discipline: Accounting
Email:pengliang@ustc.edu.cn
Joined University of Science and Technology of China in 2023

拟招2名硕士研究生,欢迎邮件联系


Academic Appointment

Associate Professor, University of Science and Technology of China, 2023/03-Present

Education

Ph.D. in Accounting, Xi’an Jiaotong University, 2016/09-2023/03

B.Sc. in Physics, Xi’an Jiaotong University, 2012/09-2016/07

Research Interests

Accounting + Large Language Models (GPT/FinBERT), Accounting-OM/IS Interface, Empirical OM

Citation/Impact

More than 1,700 downloads from SSRN.

Several papers listed on SSRN’s Top Ten download list.

Journal Articles

[1] Daniel Chen, Nan Hu, Peng Liang*, Morgan Swink. Understanding the Impact of Trade Policy Effect Uncertainty on Firm-level Innovation Investment.

Journal of Operations Management, 2024, 70 (2), 316-340. (UTD24, alphabetical order) (Large Language Model: FinBERT)

[2] Peng Liang, Hasan Cavusoglu, Nan Hu. Customers’ Managerial Expectations and Suppliers’ Asymmetric Cost Management.

Production and Operations Management, 2023, 32(6), 1975-1993. (UTD24)

[3] Ruirui Fang, Nan Hu, Peng Liang*, Ling Liu. Cross-market Information Transmission Along the Supply Chain Network.

Production and Operations Management, 2023, 32(7), 2227-2244. (UTD24, alphabetical order)

[4] Nan Hu, Peng Liang*, Ling Liu, Lu Zhu. The Bullwhip Effect and Credit Default Swap Market: A Study Based on Firm-Specific Bullwhip Effect Measure.

International Review of Financial Analysis2022, 84, 102386. (ABDC Ranking-A)

[5] Peng Liang, Nan Hu, Ling Liu, Ting Zhang. Managerial Tone and Investors’ Hedging Activities: Evidence from Credit Default Swaps.

Accounting & Finance, 2023, 63(4), 3971–3998. (ABDC Ranking-A)

[6] Fangjuan Qiu, Nan Hu, Peng Liang, Kevin Dow. Measuring Management Accounting Practices Using Textual Analysis.

Management Accounting Research2023, 100818. (ABDC Ranking-A*)

[7] Xingnan Xue, Peng Liang*, Fujing Xue, Nan Hu, Ling Liu. Trade Policy Uncertainty and the Patent Bubble in China: Evidence from Machine Learning.

Asia-Pacific Journal of Accounting & Economics, 2024, 31(5), 808-829. (ABDC Ranking-B)

Research Grants

主持:国家自然科学基金,青年项目2025-2027

主持:校青年创新基金,2025-2026

参与:国家自然科学基金,面上项目基于自然语言和深度学习的管理会计配置量化研究, 2022-2025

参与:国家自然科学基金,面上项目企业描述性创新信息披露的影响因素和经济后果基于上市公司年报文本分析的视角, 2018-2021

Invited Presentations

基于大语言模型的Trade Policy Effect Uncertainty:理论基础、构建与验证、数据开源、未来研究方向WinGo Data Analytics(文构财经文本数据平台), December 2023.

Conference Papers

International Conference on Information Systems (ICIS), Pearl City of Hyderabad, India, 2023.

Americas Conference on Information Systems (AMCIS), Panama City, Panama, 2023.

American Accounting Association (AAA) Annual Meeting, USA, 2020.

American Accounting Association (AAA) Annual Meeting, San Francisco, USA, 2019.

Financial Management Association (FMA) Annual Meeting, New Orleans, USA, 2019.

Midwest Finance Association (MFA) Annual Meeting, Chicago, USA, 2019.

Financial Management Association (FMA) European Conference, Glasgow, Scotland, 2019.

中国会计与金融国际会议,中南财经政法大学,2025.

大数据、人工智能与金融科技会议,中山大学,2024.

中国会计与金融国际会议,南京审计大学,2024.

中国会计学会管理会计年会,西安交通大学,2023.

中国实证会计国际研讨会,北京理工大学,2023.

中国金融学年会,厦门大学,2021.

中国金融科技学术年会,清华大学,2019.

Professional Service

Session Chair: IPO, China Accounting and Finance Conference (CAFC) 2024

Session Chair: CSR, ESG and Stakeholders, China Accounting and Finance Conference (CAFC) 2025