Mingxuan Liu

PhD student, Tsinghua University, Tsinghua University

Joined

May 2023

Names

Mingxuan Liu (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@qq.com (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

PhD student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2024 – 2029

Undergrad student

Tsinghua University (tsinghua.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Qiyuan Tian

Present

Advisor

Hong Chen

Present

Coworker

Xinxu Lin

Present

Coauthor

Jiankai Tang

Present

Expertise

Spiking neural networks

2022 – 2023

Anomaly detection

2021 – 2022

Publications

Anatomy-guided Test-Time Adaptation for Automated Fetal Brain MRI Morphometry
Yijin Li, Mingxuan Liu, Hongjia Yang, Haoxiang Li, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian
- MIDL 2025 - Short Papers
- Readers: Everyone
Self-Supervised Cortical Surface Reconstruction for Ultra High-resolution ex vivo 7T MRI
Haoxiang Li, Mingxuan Liu, Hongjia Yang, Yi Liao, Haibo Qu, Jonathan R. Polimeni, Qiyuan Tian
- MIDL 2025 - Short Papers
- Readers: Everyone
Comprehensive Evaluation of Unsupervised Image Enhancement for Volumetric Fetal Brain MRI
Yingqi Hao, Mingxuan Liu, Hongjia Yang, Haoxiang Li, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian
- MIDL 2025 - Short Papers
- Readers: Everyone
FetalCSR: Multi-input Attention Fusion Network for Neural ODE-based Fetal Cortical Surface Reconstruction
Haoxiang Li, Mingxuan Liu, Xuguang Bai, Yi Liao, Jialan Zheng, Hongjia Yang, Zihan Li, Haibo Qu, Qiyuan Tian
- ICLR 2025 Workshop AI4CHL Oral
- Readers: Everyone
Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report
Xuguang Bai, Mingxuan Liu, Yifei Chen, Hongjia Yang, Qiyuan Tian
- MIDL 2025 Poster
- Readers: Everyone
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer
Mingxuan Liu, Jiankai Tang, Haoxiang Li, Jiahao Qi, Siwei Li, Kegang Wang, Yuntao Wang, Hong Chen
- CoRR 2024
- Readers: Everyone
SAM-DEBLUR: Let Segment Anything Boost Image Deblurring
Siwei Li, Mingxuan Liu, Yating Zhang, Shu Chen, Haoxiang Li, Zifei Dou, Hong Chen
- ICASSP 2024
- Readers: Everyone
Anomaly Detection for Medical Images Using Teacher-Student Model With Skip Connections and Multiscale Anomaly Consistency
Mingxuan Liu, Yunrui Jiao, Jingqiao Lu, Hong Chen
- IEEE Trans. Instrum. Meas. 2024
- Readers: Everyone
Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks
Mingxuan Liu, Rui Wen, Hong Chen
- CoRR 2023
- Readers: Everyone
Skip-ST: Anomaly Detection for Medical Images Using Student-Teacher Network with Skip Connections
Mingxuan Liu, Yunrui Jiao, Hong Chen
- ISCAS 2023
- Readers: Everyone

View all 13 publications

Mingxuan Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors