• 姓名:
  • 职位:
  • 电话:
  • 邮件:
  • 所属单位:
  • 主要专业方向:
  • 梁鹏
  • 特任副教授
  • pengliang@ustc.edu.cn
  • 工商管理系
  • 会计
English

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

Current Research Interests

Large Language Models (GPT/FinBERT), Accounting+AI/Deep Learning, Accounting-OM/IS Interface

Cost Behavior, Supply Chain Management, Credit Default Swaps 

Journal Articles

Daniel Chen, Nan Hu, Peng Liang*, Morgan Swink. 2024. Understanding the Impact of Trade Policy Effect Uncertainty on Firm-level Innovation Investment. Journal of Operations Management, 70 (2), 316-340. (UTD24, alphabetical order)

Peng Liang, Hasan Cavusoglu, Nan Hu. 2023. Customers’ Managerial Expectations and Suppliers’ Asymmetric Cost Management. Production and Operations Management, 32(6), 1975-1993. (UTD24)

Ruirui Fang, Nan Hu, Peng Liang*, Ling Liu. 2023. Cross-market Information Transmission Along the Supply Chain Network. Production and Operations Management, 32(7), 2227-2244. (UTD24, alphabetical order)

Peng Liang, Nan Hu, Ling Liu, Ting Zhang. 2023. Managerial Tone and Investors’ Hedging Activities: Evidence from Credit Default Swaps. Accounting & Finance, 63(4), 3971–3998. (ABS2, ABDC Ranking-A)

Nan Hu, Peng Liang*, Ling Liu, Lu Zhu. 2022. The Bullwhip Effect and Credit Default Swap Market: A Study Based on Firm-Specific Bullwhip Effect Measure. International Review of Financial Analysis, 84, 102386. (ABS3, ABDC Ranking-A, alphabetical order)

Fangjuan Qiu, Nan Hu, Peng Liang, Kevin Dow. 2023. Measuring Management Accounting Practices Using Textual Analysis. Management Accounting Research100818. (ABS3, ABDC Ranking-A*) 

Xingnan Xue, Peng Liang*, Fujing Xue, Nan Hu, Ling Liu. 2024. Trade Policy Uncertainty and the Patent Bubble in China: Evidence from Machine Learning. Asia-Pacific Journal of Accounting & Economics, Published online. (ABS2, ABDC Ranking-B)

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,南京审计大学,中国,2024.

中国会计学会管理会计年会,西安交通大学,中国,2023.

中国实证会计国际研讨会,北京理工大学,中国,2023.

PBFJ Special Issue Conference,厦门大学,中国,2023.

中国金融学年会,厦门大学,中国, 2021.

中国金融科技学术年会,清华大学,中国,2019.

Invited Presentations

“The Application of Textual Analysis in the Field of Economic and Management”, School of Economics and Management, Wuhan University, July 2020

基于大语言模型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

Research Grants

国家自然科学基金面上项目, 72172118, 基于自然语言和深度学习的管理会计配置量化研究, 2022.01-2025.12, 参与

国家自然科学基金面上项目, 71772150, 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, 2018.01-2021.12, 参与

Professional Service

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

扫码浏览