Mingjing Yi

Mingjing '1mage' Yi

M.S. in Computer Science · Columbia University

Research Assistant, Mobile X Lab · Research Intern, SeeleAI · Applied Scientist Intern, Microsoft

As an AI-native researcher, I work on multimodal models and generative AI, with interests spanning 3D understanding and generation, agentic systems, and model adaptation.

About

I'm a Computer Science M.S. student at Columbia University and a Research Assistant at the Mobile X Lab, co-advised by Prof. Xia Zhou and Prof. Changxi Zheng. I am an AI-native researcher working at the intersection of multimodal learning, generative AI, and 3D intelligence. My research explores unified representations and learning frameworks that connect language, vision, and 3D, with broader interests in agentic systems, model adaptation, and AI-augmented research workflows.

News

Research Interests

Publications

EVA01 teaser

EVA01: Unified Native 3D Understanding and Generation via Mixture-of-Transformers

Zongyuan Yang*, Mingjing Yi*, Wanli Ma*, Chenzhuo Fan, Bocheng Li, Baolin Liu, Yuke Lou, Yingde Song, Yongping Xiong, Zhengdong Guo, Shimu Wang
* Equal contribution

SIGGRAPH Asia 2026

arXiv Project

MBench: Rebuilding Human-Aligned Zero-Shot Evaluation for Motion-Language Models

Wanli Ma, Enyun Xuan, Tengfei Li, Mingjing Yi, Shiguang Liu, Siming Fan

ACM MM '26

RollingPol: Single-Shot Polarization Imaging for Underwater Sensing

Ziang Ren, Simrin Ponamgi, Mingjing Yi, Xia Zhou, Changxi Zheng

ACM MobiCom 2026

Lab

V2A-SceneDetect teaser

Efficient Video to Audio Mapper with Visual Scene Detection

Mingjing Yi, Yuxi Wang, Ming Li

APSIPA ASC 2025

IEEE PDF Demo

Education

2025 – Present

M.S. in Computer Science · Columbia University

New York, NY · GPA 4.0/4.0. Coursework: LLM-based GenAI, Deep Learning, Computer Graphics, NLP, Continual Learning and Memory Models.

2021 – 2025

B.S. in Computer Science · Duke Kunshan University & Duke University

Kunshan, CN & Durham, NC · GPA 3.7/4.0. Dual B.S.: Computer Science (DKU) and Interdisciplinary Studies in Computer Science (Duke). Honors: Entrance Scholarship (75%), Dean's List (4x).

Skills

Languages: Chinese (native), English.

Contact

Feel free to reach out via email. I'm happy to chat about research and collaboration.