Chuanyang Hong is currently a Ph.D. student in the School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, China, where he previously obtained his Master's degree. His research interests primarily focus on the intersection of artificial intelligence and finance, with a particular emphasis on developing explainable AI techniques and exploring the applications of large language model (LLM)-based AI agents. His work explores applications such as integrating financial knowledge and conducting sentiment analysis in the stock marketas well as leveraging advanced AI models and agents to improve the transparency, interpretability, and autonomy of AI systems in complex financial domains.

Qingyun is currently a faculty member at Anhui University of Science and Technology, Bengbu, China. She received her Ph.D. from Southwestern University of Finance and Economics, where she specialized in Big Data Management. Her research interests encompass data mining, optimization decision-making, and portfolio investment management. Her work explores how to leverage big data techniques to provide scientific foundations for complex decision problems and enhance the efficiency and returns of investment portfolios through optimization methods.