Min Xu

Associate Professor, Computational Biology Department, Carnegie Mellon University

Joined

February 2019

Names

Min Xu (Preferred)

Emails

****@cs.cmu.edu (Confirmed)

****@andrew.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

Computational Biology Department, Carnegie Mellon University (cmu.edu)

2016 – Present

Advisors, Relations & Conflicts

PhD Advisee

Mostofa Rafid Uddin

2020 – 2025

PhD Advisee

Xiangrui Zeng

2017 – 2022

PhD Advisor

Xianghong Zhou

2004 – 2009

Expertise

Computer Vision

2008 – Present

Publications

Unsupervised Multi-Scale Segmentation of 3D Subcellular World with Stable Diffusion Foundation Model
Mostofa Rafid Uddin, HM Shadman Tabib, Thanh-Huy Nguyen, Kashish Gandhi, Min Xu
- CVPR 2026
- Readers: Everyone
Beyond Visible Boundaries: Benchmarking Foundation Models for Overlapping Cell Segmentation in Microscopic Imaging
Vo Minh Khoi Nguyen, Khanh Nguyen Vo Ngoc, Vi Vu, Thien Nguyen, Thanh-Huy Nguyen, Min Xu
- Precognition 2026
- Readers: Everyone
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
Minh H. N. Le, Khanh T. Q. Le, Tuan Vinh, Thanh-Huy Nguyen, Han H. Huynh, Khoa D. Pham, Anh Mai Vu, Hien Quang Kha, Phat Ky Nguyen, Ulas Bagci, Min Xu, Carl Yang, Phat Kim Huynh, Nguyen Quoc Khanh Le
- MIDL 2026 Poster
- Readers: Everyone
VISCERA-SAM: Adapting Segment Anything for Multi-Visceral Fetal Abdominal Ultrasound Segmentation
Minh H. N. Le, Khoa D. Pham, Tuan Vinh, Thanh-Huy Nguyen, Han H. Huynh, Khanh T. Q. Le, Anh Mai Vu, Ha N. T. Luong, Ulas Bagci, Min Xu, Carl Yang, Phat Kim Huynh, Nguyen Quoc Khanh Le
- Submitted to MIDL 2026
- Readers: Everyone
CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders
Chentianye Xu, Xueying Zhan, Min Xu
- 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
- Readers: Everyone
Prompt-based Adaptation in Large-scale Vision Models: A Survey
Xi Xiao, Yunbei Zhang, Lin Zhao, Yiyang Liu, Xiaoying Liao, Zheda Mai, Xingjian Li, Xiao Wang, Hao Xu, Jihun Hamm, Xue Lin, Min Xu, Qifan Wang, Tianyang Wang, Cheng Han
- Accepted by TMLR
- Readers: Everyone
Pro-NeXt: An All-in-One Unified Model for General Fine-Grained Visual Recognition
Junde Wu, Jiayuan Zhu, Min Xu, Yueming Jin
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
Adapting Pretrained Vision Transformers from 2D to 3D for Cryo-ET Classification
Yuzhou Wang, Xingjian Li, Min Xu
- NeurIPS 2025 Workshop Imageomics
- Readers: Everyone
TextCAM: Explaining Class Activation Map with Text
Qiming Zhao, Xingjian Li, Xiaoyu Cao, Xiaolong Wu, Min Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AutoMiSeg: Automatic Medical Image Segmentation via Test-Time Adaptation of Foundation Models
Xingjian Li, Qifeng Wu, Adithya S. Ubaradka, Yiran Ding, Colleen Que, Runmin Jiang, Jianhua Xing, Tianyang Wang, Min Xu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone

View all 145 publications

Co-Authors

View all 437 co-authors