Junhao Wu with a dog in front of the Austin skyline

Junhao Wu

Seeking PhD opportunities for Spring / Fall 2027

My research focuses on multimodal systems for understanding and generation in scientific discovery and physical-world interaction.

About

I completed my master’s degree in Computer Science at Towson University and received my B.Eng. in Artificial Intelligence from Jinan University. As an undergraduate, I was a visiting student at the Shenzhen Institute of Advanced Technology (SIAT), collaborating with Prof. Ruxin Wang. While pursuing my master’s degree, I was a visiting student at the Johns Hopkins University School of Medicine, collaborating with Prof. Ni Zhao.

My research explores multimodal systems for understanding and generation in scientific discovery and physical-world interaction.

  • Multimodal Learning
  • Generative Models
  • Scientific Foundation Models

Selected Publications

A selected set of papers that best represents my research agenda. A complete publication list is available on Google Scholar.

Bal-DC LULC Atlas framework overview

Bal-DC LULC Atlas: Toward a Foundation Model for Ultra-High-Resolution Urban Land Cover Classification

ACM SIGSPATIAL, 2026

Junhao Wu, Aboagye-Ntow Stephen, Chuyuan Wang, Michael McGuire, Wei Yu, Jianwu Wang, Xin Huang

Score-based matching framework for Cryo-EM denoising

Score-Based Matching with Target Guidance for Cryo-EM Denoising

European Conference on Computer Vision (ECCV), 2026

Xiaoqi Wu, Xueying Zhan, Wen Li, Junhao Wu, Xin Huang, Min Xu

Progressive disentangle-aware contrastive learning framework

Multimodal Medical Endoscopic Image Analysis via Progressive Disentangle-aware Contrastive Learning

Medical Image Analysis, 2026

Junhao Wu, Yun Li, Junhao Li, Jingliang Bian, Xiaomao Fan, Wenbin Lei, Ruxin Wang

Semi-MedSAM student and teacher model framework

Semi-MedSAM: Adapting SAM-assisted Semi-supervised Multi-modality Learning for Medical Endoscopic Image Segmentation

Pattern Recognition, 2026

Junhao Li, Yun Li, Junhao Wu, Chaojie Ji, Zhijie Chen, Wenbin Lei, Ruxin Wang

FreqWeaver semi-supervised land-cover classification framework

Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification

ACM SIGSPATIAL, 2025

Junhao Wu, Stephen Aboagye-Ntow, Chuyuan Wang, Gang Chen, Xin Huang

Education

Visiting Student

Johns Hopkins University School of Medicine

Maryland, USA

2025–2026

Master of Science in Computer Science

Towson University

Maryland, USA

2024–2026

Visiting Student

Shenzhen Institute of Advanced Technology (SIAT)

Guangdong, China

2023–2024

Bachelor of Engineering in Artificial Intelligence

Jinan University

Guangdong, China

2020–2024

Academic Service

  • Conference reviewer for
    • International Conference on 3D Vision (3DV)
    • IEEE International Conference on Healthcare Informatics (ICHI)
  • Journal reviewer for
    • Medical Image Analysis
    • Scientific Reports
    • BioData Mining