Research

Research Interests

My research focuses on building 3D perception and understanding systems for surgical scenarios, capable of handling dynamic tissue, strong reflections, blood occlusion, smoke interference, and complex lighting conditions.

• 3D Surgical Scene Analysis: NeRF/3DGS-based reconstruction and rendering for endoscopic surgery
• Multimodal Medical AI: Attention-based physiological signal processing (PPG, ECG)
• AI Agent Systems: LLM-powered frameworks, RAG, and tool-calling architectures
• Spatial Omics: Computational methods for spatial transcriptomics

Publications

Publications in preparation. Check back soon.