Yuezhe Yang

I am currently a PhD student at the School of Computer Science, The University of Sydney. I am also a research intern at the Institute of Translational Medicine, SJTU. I received my B.Eng. in Artificial Intelligence from Anhui University. I was previously an intern at the Vision and Learning Lab at the University of Alberta and at the Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging. My research is dedicated to the application of artificial intelligence in medicine.

I am actively seeking internship and collaboration opportunities in medical AI. We collaborate with hospitals, companies, and universities to advance translational medical research. I am open to all ideas, so please feel free to contact me if you are interested in my projects.

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Citations 37 Stars 56

Research Interests

Medical AI

3D Reconstruction

Intelligent Diagnosis

Trustworthy AI

Publications & Projects

Year:
Type:

An annotated heterogeneous ultrasound database

Yuezhe Yang*, Yonglin Chen*, Xingbo Dong†, Junning Zhang, Chihui Long, Zhe Jin, Yong Dai
Scientific Data, 2025
Collect a large-scale public ultrasound database to improve AI-assisted ultrasound diagnosis performance.

Project Page Paper Data Code
First page of the EasyLens paper

EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models

Hao Wang*, Qiwei Zeng*, Jinghao Lin*, Shuchang Ye, Yuezhe Yang, et al.
NeurIPS, 2026
A training-free module amplifies subtle lesion cues in frozen medical vision-language models to improve detection.

Project Page Paper
First page of the DARD paper

DARD: Zero-Shot Degradation-Aware Retinex-Guided Diffusion for Low-Light Image Enhancement

Wenjie Cai, Yuezhe Yang, Jianyang Xia, Xingbo Dong†, Zhe Jin†
TCSVT, 2026
Degradation-aware Retinex priors guide zero-shot diffusion to enhance low-light images and improve downstream segmentation.

Project Page Paper

EM-Net: Effective and morphology-aware network for skin lesion segmentation

Kaiwen Zhu*, Yuezhe Yang*, Yonglin Chen*†, et al.
ESWA, 2025
Propose a high-precision model for skin lesion segmentation in dermoscopic images.

Project Page Paper Code

UltraGS: Real-Time Physically-Decoupled Gaussian Splatting for Ultrasound Novel View Synthesis

Yuezhe Yang, Qingqing Ruan, Wenjie Cai, Yufang Dong, Dexin Yang, Xingbo Dong†, Zhe Jin, Yong Dai
ICME, 2026
The first to apply 3DGS to generate new ultrasound perspectives.

Project Page Paper Code Poster

Federated Learning-Based Virtual Dual-Energy CT Generation from Single-Energy CT for Gout Detection

Yufang Dong*, Min Liu*, Jiajun Feng*, Yuezhe Yang*, Yong Dai, Zhe Jin†
Digital Health, 2025
Introduces a federated learning framework for low-cost virtual DECT image generation to support accurate gout diagnosis.

Project Page Paper

Conductor: Dynamically orchestrating pipeline parallelism with multi-granularity control

Xingbo Dong†, Ziyuan Liu, Yuezhe Yang, Yen-Lung Lai, Zhe Jin
FGCS, 2027
Proposes a dynamic two-tier scheduling framework to mitigate straggler-induced bubbles and improve pipeline-parallel training throughput.

Project Page Paper Code

3D Gaussian model generation and rendering method for low-dose PET image processing

Yuezhe Yang, Xingbo Dong, Wenjie Cai, Dexin Yang, Zhe Jin
National Invention Patent, 2025
Proposes a 3D Gaussian model generation and rendering method for low-dose brain PET imaging to reduce noise and enhance resolution.

Patent

Prompting the Abnormality: Test-Time Adaptation for Breast Ultrasound Segmentation

Yuezhe Yang, YongZhou Liu, Liwen Wang, Xingbo Dong†, Zhe Jin
Submit to AAAI, 2026
The first test-time adaptation method tailored for breast ultrasound imaging.

Coming Soon...

DeepPET: An Intelligent Brain PET Device with Low Radiation and High Imaging Quality

Yuezhe Yang, Qinggaoyuan Zhou, Sitong Zhou, et al.
China International College Students' Innovation Competition, 2024
Integrate physical models with deep learning to achieve efficient high-quality low-dose PET image reconstruction.

Project Page

Education & Experiences

B.Eng. in AI
School of Artificial Intelligence, Anhui University
2022.09 - 2026.06
Supervisor: Zhe Jin

Research Intern
Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, Anhui University
2023.12 - 2025.03
Supervisor: Xingbo Dong

Research Intern
Vision and Learning Lab, University of Alberta
2025.07 - 2025.10
Supervisor: Li Cheng

Research Intern
Institute of Translational Medicine, Shanghai Jiaotong University
2025.12 - 2026.10 (Expected)
Supervisor: Lei Bi

Reviewer
Scientific Reports (9 papers), Springer (5 papers), Frontiers (2 papers), CVPRW 2025 (2 papers), AAAI 2026 (4 papers), ICME 2026 (7 papers), MM 2026 (5 papers), AAAI AISI 2027 (4 papers), EI conferences (6 papers)

Scholarships & Funding

Category:

Outstanding Graduate of Anhui Province

2026

Outstanding Graduate of Anhui Province, class of 2026, top 3% provincewide.

The Undergraduate National Scholarship

2024

Top 0.4% nationwide, highest undergraduate honor, CNY 10,000.

Undergraduate Innovation Training Project

2023-2025

Outstanding completion of a national undergraduate innovation training project, project lead, CNY 6,000.

Undergraduate CSC Government Scholarship for Study Abroad

2025

China Scholarship Council support, only 30 undergraduate recipients nationwide, CAD 5,400.

Anhui Province Student Innovation Competition Gold Award

2024

Higher Education Track, a flagship Ministry of Education competition, project lead.

More Scholarships, Funding, and Honors can be found here.

Others

Languages

Chinese: Mother tongue, fluent in all aspects of communication

English: Proficient in academic listening, speaking, reading, and writing

Japanese: A little bit, interest in learning

Collaboration Partners

Anhui University
Shanghai Jiao Tong University
Xinhua Hospital
Anhui Jianzhu University
Anhui University of Science and Technology
School of Artificial Intelligence, Anhui University
Nankai University
South China University of Technology
Guangzhou First People's Hospital
International Brain Science and Engineering Center, Anhui University
National Facility for Translational Medicine (Shanghai)
Wuhan Third Hospital
Southeast University
Sir Run Run Shaw Hospital
Stony Brook Institute at Anhui University
The First Hospital of Anhui University of Science and Technology
The University of Sydney
University of Alberta

Hobbies

I enjoy traveling and exploring new places. Traveling allows me to experience different cultures, meet new people, enjoy life, and gain fresh perspectives that often inspire my creative thinking.

Anime GIF

I also enjoy watching anime and movies, which bring me joy and relaxation, while sometimes also sparking my thoughts and reflections.

Games, the ninth art, captivate with their interaction and visual storytelling, making them my pastime of choice.