Shanghai, China
Extended spiking neuron principles to recurrent network dynamics, aiming to uncover how circuit structures enable adaptive longterm memory control under the supervision of Prof.Tielin Zhang.
Leveraged cognitive control theories to engineer interpretable decision-making frameworks for multimodal large language models, enabling adaptive reasoning strategies, reliable factual grounding, and consistent knowledge management in long-horizon, multiturn tasks. Collabrating students from University of Bristol.
Collaborated on developing interpretable multimodal reasoning methods for computational pathology under the supervision of Prof. Hujun Yin.
Conducted research on AI-driven medical imaging and diagnostic intelligence, spanning neurodegenerative disease analysis and dermatological oncology under the supervision of Prof. Yanwu Xu. Investigated how biologically inspired single-neuron models enhance the stability and fidelity of auditory representations under noise and clinical variability, grounded in computational neuroscience principles under the supervision of Prof. Bin Hu.