Scholar
Ziyang Xu
Google Scholar ID: 3lH_cS4AAAAJ
The Chinese University of Hong Kong
Citations & Impact
Citations
83
H-index
2
i10-index
2
Publications
6
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'PTransIPs: Identification of phosphorylation sites enhanced by protein PLM embeddings' accepted by IEEE Journal of Biomedical and Health Informatics (SCI Q1, CAS Tier 1, IF=7.7)
- - Proposed PTransIPs, a novel deep learning framework achieving SOTA performance in phosphorylation site identification using protein pre-trained language model embeddings
- Honors and Awards:
- - Brilliant Graduate of Lanzhou University – Academic Type (Top 5 university-wide, Jun. 2024)
- - CUHK Vice-Chancellor’s PhD Scholarship (Mar. 2024)
- - Outstanding Graduate of Gansu Province (Mar. 2024)
- - Chun-Tsung Scholar (25th Annual, May 2023)
- - Mitacs Globalink Research Intern Scholarship (Apr. 2023)
- - National Scholarship (Rank 1/117, Dec. 2022)
- - Merit Student of Gansu Province (Top 0.6%, Jun. 2022)
- - National Scholarship (Rank 1/157, Dec. 2021)
- Academic Service: Reviewer for IEEE Journal of Biomedical and Health Informatics
- Membership: IEEE Student Member
Research Experience
- Deep Learning for Integrating Multimodal Data for Precision Medicine (Mitacs Globalink Research Internship, Jan. 2023 – Present)
- - Conducted at Western University, Canada, Advisor: Pingzhao Hu
- - Developed deep learning algorithms for predicting spatial transcriptomics from histology images
- Multi-Resolution Tensor Learning for High-Dimensional Spatiotemporal Data (Hui-Chun Chin and Tsung-Dao Lee CURE Program, Mar. 2022 – Mar. 2023)
- - Conducted at Lanzhou University, Advisor: Zhouping Li
- - Developed an adaptive multi-resolution tensor learning algorithm applied to inland precipitation prediction
- Fundamental Theory of Visual Cryptography Scheme: Linear Algebra Construction (National Training Program of Innovation and Entrepreneurship for Undergraduates, Mar. 2021 – Mar. 2023)
- - Conducted at Lanzhou University, Advisor: XingXing Jia
- - Constructed multi-share XVCS with perfect pixel expansion and contrast, providing necessary and sufficient conditions
Education
- Ph.D. in Mathematics, The Chinese University of Hong Kong, Aug. 2024 – Present, Advisor: Prof. Tieyong Zeng
- B.S. in Statistics, Lanzhou University, Sept. 2020 – Jun. 2024
- High School Affiliated to Nanjing Normal University, Sept. 2017 – Jul. 2020
- Short Visiting / Intern:
- - BICMR, Peking University, Summer School “AI for Mathematics”, Jul. 2024 – Aug. 2024
- - Schulich School of Medicine & Dentistry, Western University, Mitacs Globalink Research Intern, Advisor: Pingzhao Hu, Jul. 2023 – Oct. 2023
- - ACMS, University of Notre Dame, Summer School “Data Science and Machine Learning” (Online), Aug. 2022
