Yunfei Xie

Yunfei Xie | 谢云飞

I am honored to work as a research intern with Prof. Yuyin Zhou and Prof. Cihang Xie in VLAA at UC, Santa Cruz and Dr.Jieru Mei in CCVL at Johns Hopkins University.

My research interests mainly include multimodal language models and computer vision applications like segmentation.

Additionally, I am actively seeking potential Ph.D. or RA positions enrolling in Fall 2025.

	A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? Yunfei Xie, Juncheng Wu, Haoqin Tu, Siwei Yang, Bingchen Zhao, Yongshuo Zong, Qiao Jin, Cihang Xie, Yuyin Zhou arxiv, 2024 paper / code / data
	MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Liu sheng, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou arxiv, 2024 paper / website
	Few-shot Medical Image Segmentation via Supervoxel Transformer Yunfei Xie, Alan Yuille, Cihang Xie, Yuyin Zhou Jieru Mei, arxiv, 2024 paper(Coming soon)
	From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation Yunfei Xie, Cihang Xie, Alan Yuille, Jieru Mei ECCV, 2024 paper
	Brain Tumor Segmentation Through SuperVoxel Transformer Yunfei Xie, Ce Zhou, Jieru Mei, Xianhang Li, Cihang Xie, Yuyin Zhou ISBI, 2024 paper

Education

Undergrad in Artificial Intelligence, Huazhong University of Science & Technology
2021.09 - Present, Wuhan, China

	Dec. 2023 - Present: Research Intern, VLAA, University of California, Santa Cruz Supervisor: Prof. Yuyin Zhou and Prof. Cihang Xie and Dr. Jieru Mei Focus: Multimodal Language Models for Understanding, Reasoning and Captioning
	Jul. 2023 - Dec. 2023: Research Intern, CCVL, Johns Hopkins University Supervisor: Prof. Cihang Xie and Dr. Jieru Mei Focus: Multi-Level Segmentation, Few-Shot Segmentation

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Last updated on July. 29th, 2024.