Hongyan Liang

University of Illinois Urbana-Champaign

Dr. Hongyan Liang is a Senior Lecturer of Business Administration at the University of Illinois Urbana-Champaign, focusing primarily on Operations Management. She holds a Ph.D. in Business Administration from Kent State University. Her research interests encompass supply chain risk, financial risk management, including credit risk management and operational risks in banking, production operations, and the dynamics of third-party logistics and product returns. Liang’s work significantly advances the understanding of risk management strategies within complex supply chain and financial systems.

Articles by Hongyan Liang

Original research

Machine learning prediction of loss given default in government-sponsored enterprise residential mortgages

The authors apply machine learning techniques to Loss Given Default estimation, identifying key variables in LGD prediction and evaluating the performance of various models.

19 Sep 2024

You need to sign in to use this feature. If you don’t have a Risk.net account, please register for a trial.

You are currently on corporate access.

To use this feature you will need an individual account. If you have one already please sign in.

Alternatively you can request an individual account here