Lu He focuses his research on optical quantum chips and optical computing chips. His research interests primarily include: 1) Utilizing topology optimization methods and topological photonics to design novel, ultra-compact on-chip photonic and quantum devices. 2) Developing ultra-large-scale optical computing chips to address challenges regarding computational power and energy consumption in artificial intelligence training processes. He is actively engaged in research within the fields of topological protection and topology optimization for classical and quantum optical computing chips. Through theoretical calculations and experimental characterization, he investigates robust and ultra-small photonic and quantum chips. Notably, using topology optimization methods, he has realized the world's smallest classical and quantum logic devices to date. Furthermore, leveraging topological photonics platforms, he has achieved robust classical and quantum logic devices capable of operating effectively in complex environments. To date, he has published over 10 papers in prestigious journals such as Nature Communications, Science Advances, Advanced Materials, and Laser & Photonics Reviews. Additionally, he has been invited to speak at numerous domestic and international academic conferences.