Junming Liu

I am a third-year Master’s student in Computer Science at Tongji University and a Research Intern at the Shanghai AI Lab. My research primarily focuses on Generative Intelligence, Multimodal Reasoning, and Graph Theory.

My work seeks to enhance the creative fidelity and cognitive depth of AI systems, while ensuring logical consistency through knowledge representations. Recently, my research has been centered around the following areas:

• Diffusion Models for General and Medical domains.
• Memory-Augmented Agents.
• Post-training of Multimodal Large Language Models for Spatial Cognition.

I am actively seeking PhD opportunities starting Fall 2026. I would be thrilled to work with prospective advisors and research groups. Please feel free to contact me.