Scholar
Yingxue Xu
Google Scholar ID: XY6NCLMAAAAJ
The Hong Kong University of Science and Technology
Citations & Impact
Citations
543
H-index
11
i10-index
11
Publications
20
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- - 2025: One paper (co-author) accepted by The Innovation Informatics
- - 2025: One paper (co-author) accepted by Nature Biomedical Engineering (NBME)
- - 2025: One paper accepted by Nature Communications
- - 2025: Announced the latest work, a pathology benchmark, PathBench
- - 2025: Released the weights and code for mSTAR
- - 2025: One paper accepted by CVPR 2025
- - 2025: One paper (co-author) accepted by IEEE Transactions on Medical Imaging (TMI)
- - 2024: Announced the latest work mSTAR, a multimodal-enhanced whole slide pathology foundation model
- - 2024: One paper (co-author) accepted by MICCAI 2024
- - 2024: One paper accepted by TCSVT
- - 2024: One paper accepted by ICLR 2024 as Spotlight paper
- - 2023: One paper accepted by ICCV 2023
- - 2022: Started Ph.D. at SMARTLab@HKUST
- - 2022: Received master's degree at SCUT
- - 2021: Started internship at Tencent AI Lab
- - 2020: Honored with National Scholarship
Research Experience
- - Intern Researcher on Computer Vision, Computational Cervical Cytology (June 2021 - September 2021), Tencent AI Lab, Shenzhen, China
Education
- - Ph.D. Student (2022 Fall - present), Computer Science and Engineering, HKUST, supervised by Prof. Hao CHEN
- - Master in Computer Science and Technology (2019-2022), South China University of Technology (SCUT)
- - Bachelor in Computer Science and Technology (2015-2019), South China University of Technology (SCUT)
Background
- Research interests include Foundation Models, Computational Pathology, Multimodal Learning (e.g., Fusion, Missing Modality, Pretraining), Survival Analysis, Breast Cancer, Spatial Transcriptomics, Optimal Transport, and Domain Adaptation/Generalization.
