Scholar
Kai Zhang
Google Scholar ID: XL1iKSEAAAAJ
Lehigh University
Citations & Impact
Citations
2,984
H-index
16
i10-index
22
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- TTT-Unet accepted by AIM-FM Workshop @ NeurIPS’24
- Biomedical SAM 2 accepted by AIM-FM Workshop @ NeurIPS’24
- A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT accepted by International Journal of Machine Learning and Cybernetics
- BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks accepted by Nature Medicine
- FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs accepted by KDD
Research Experience
- Served as a research intern at the AI&I Department, Mayo Clinic, developing vision-language pre-training and federated learning algorithms for electronic health records (EHR).
Education
- Currently a Ph.D. student in the Department of Computer Science & Engineering at Lehigh University, advised by Prof. Lichao Sun.
Background
- Focusing on Multimodal Learning, Federated Learning and AI in Healthcare. Aiming to Accelerate Discovery to Delivery for Clinical Excellence. Ultimate career goal is to develop trustworthy and reliable artificial general intelligence (AGI) systems for computational precision medicine and health.
Miscellany
- Personal interests and other information not provided.
