Yang Yang

I joined the Artificial Intelligence Thrust at the Hong Kong University of Science and Technology (Guangzhou) as a Ph.D. student in Fall 2025, under the supervision of Prof. Yutao Yue.

My research focuses on AI for knowledge discovery and creative generation. I study how large language models can synthesize knowledge from text into reusable representations and skills, identify and reconcile conflicting knowledge, uncover hidden patterns, generate scientific hypotheses, and produce original and compelling stories.

To support these goals, I explore LLM agent systems, neuro-symbolic methods that connect language models with structured knowledge and reasoning, and self-evolving mechanisms that enable AI systems to learn from experience and feedback. Ultimately, I hope to build AI that transforms existing knowledge into new and valuable discoveries, ideas, and creative content.