Junpu Hu is a Ph.D. student in the LDS Lab. His research interests include the cognitive mechanisms and mechanistic interpretability of large language models, self-evolving agents, and brain-inspired artificial intelligence. He has research experience in natural language processing, financial sentiment analysis, complex networks, and machine learning.