Junchao Zhu

PhD student, Computer Science, Vanderbilt University

Joined

October 2024

Names

Junchao Zhu (Preferred)

Emails

****@vanderbilt.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Computer Science, Vanderbilt University (vanderbilt.edu)

2024 – 2029

Undergrad student

School of Life Sciences and Biotechnology, Shanghai Jiaotong University (sjtu.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Yuankai Huo

2024 – 2029

Expertise

Computer Vision

2020 – Present

Medical Image Analysis

2020 – Present

Publications

3D Banff Lesion Scoring for Kidney Transplant Pathology: Feasibility and Utility for Volumetric Quantification
Yanfan Zhu, Juming Xiong, Junchao Zhu, Ruining Deng, Shilin Zhao, Yu Wang, Yaohong Wang, Chongyu Qu, Zhengyi Lu, Yuechen Yang, Mengmeng Yin, Yuqing Liu, Yihan Wang, Andrew J. Rauch, Haichun Yang, Yuankai Huo
- Submitted to MIDL 2026
- Readers: Everyone
MASC: Metal-Aware Sampling and Correction via Reinforcement Learning for Accelerated MRI
Zhengyi Lu, Ming Lu, Chongyu Qu, Junchao Zhu, Junlin Guo, Marilyn Lionts, Yanfan Zhu, Yuechen Yang, Tianyuan Yao, Jayasai Rajagopal, Bennett Allan Landman, Xiao Wang, Xinqiang Yan, Yuankai Huo
- MIDL 2026 Poster
- Readers: Everyone
AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning
Chongyu Qu, Zhengyi Lu, Yuxiang Lai, Thomas Li, Junchao Zhu, Junlin Guo, Juming Xiong, Yanfan Zhu, Yuechen Yang, Allen Luna, Kim Lori Sandler, Bennett Allan Landman, Yuankai Huo
- MIDL 2026 Poster
- Readers: Everyone
Explainable Pathomics Feature Visualization via Correlation-aware Conditional Feature Editing
Yuechen Yang, Junlin Guo, Ruining Deng, Junchao Zhu, Zhengyi Lu, Chongyu Qu, Yanfan Zhu, Xingyi Guo, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo
- MIDL 2026 Poster
- Readers: Everyone
SCR²-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao, Chongyu Qu, Juming Xiong, Siqi Lu, Zhengyi Lu, Yanfan Zhu, Marilyn Lionts, Yuechen Yang, Yalin Zheng, Yu Wang, Shilin Zhao, Haichun Yang, Yuankai Huo
- MIDL 2026 Poster
- Readers: Everyone
MedQuanBench: Quantization-Aware Analysis for Efficient Medical Imaging Models
Chongyu Qu, Ritchie Zhao, Junchao Zhu, Muyang Li, Ye Yu, Juming Xiong, Junlin Guo, Wenxuan Li, Yang Sui, Jun Ma, Dong Yang, Bennett Allan Landman, Zongwei Zhou, Daguang Xu, Yuankai Huo, Yucheng Tang
- Submitted to ICLR 2026
- Readers: Everyone
HiBio-ST: A Hierarchical Multimodal Foundation Model with Biological Prior Anchors for Spatial Transcriptomics
Junchao Zhu, Azim Dehghani Amirabad, Pushpak Pati, Walid Abdelmoula, Tommaso Mansi, Rui Liao
- Submitted to ICLR 2026
- Readers: Everyone
CASC-AI: Consensus-aware Self-corrective Learning for Cell Segmentation with Noisy Labels
Ruining Deng, Yihe Yang, David J Pisapia, Benjamin L Liechty, Junchao Zhu, Juming Xiong, Junlin Guo, Zhengyi Lu, Jiacheng Wang, Xing Yao, Runxuan Yu, Rendong Zhang, Gaurav Rudravaram, Mengmeng Yin, Pinaki Sarder, Haichun Yang, Yuankai Huo, Mert R. Sabuncu
- MIDL 2025 Oral
- Readers: Everyone
MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics
Junchao Zhu, Ruining Deng, Tianyuan Yao, Juming Xiong, Chongyu Qu, Junlin Guo, Siqi Lu, Yucheng Tang, Daguang Xu, Mengmeng Yin, Yu Wang, Shilin Zhao, Yaohong Wang, Haichun Yang, Yuankai Huo
- MIDL 2025 Oral
- Readers: Everyone

Co-Authors

View all 55 co-authors