Junwei Yu

Hi! I'm a member of technical staff at Voio Inc, where I train foundation models for radiology, and a researcher affiliated with BAIR. I'm fortunate to collaborate with Prof. XuDong Wang, Prof. Trevor Darrell, and Prof. Adam Yala. I received Bachelor's degree in Computer Science and Mathematics from UC Berkeley.

I'm interested in building multimodal intelligence that can help humans in the real world, from healthcare to everyday tasks.

Selected Publications

	UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity Junwei Yu, Trevor Darrell, XuDong Wang TMLR 2026 Paper \| Project page \| Code
	Stateful Visual Encoders for Vision-Language Models Zirui Wang, Junwei Yu, Adam Yala, David M. Chan, Joseph E. Gonzalez, Trevor Darrell EMNLP 2026 MEDFMB Workshop at ECCV 2026 (Oral) X-Reason Workshop at ECCV 2026 (Oral) Paper \| Project page \| Code
	Fast John Ellipsoid Computation with Differential Privacy Optimization (Alphabetical Order) Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song, Junwei Yu* CPAL 2025 (Oral) Paper

	Voio: Member of Technical Staff Dec 2025 - Present: Research Team
	Amazon: Software Engineering Intern Summer 2025: Member of Global Payment Tech
	DATA C140: Probability for Data Science Fall 2024: Tutor Supervised by Prof. Ani Adhikari