Scholar
Zaifu Zhan
Google Scholar ID: FCTDJ84AAAAJ
PhD at University of Minnesota, MS at Tsinghua University
Citations & Impact
Citations
130
H-index
6
i10-index
3
Publications
20
Co-authors
33
list available
Publications
Resume (English only)
Academic Achievements
- Co-authored paper “Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness” accepted by Science Advances (IF=12.5)
- Co-authored review paper “Mitigating Ethical Issues for Large Language Models in Oncology: A Systematic Review” published in JCO Clinical Cancer Informatics
- Paper “MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning” accepted by JAMIA; preprint available on arXiv
- Paper “RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements” published in JAMIA
- Paper “Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models” accepted to NAACL 2025
- Co-authored paper “Benchmarking of Large Language Models for the Dental Admission Test” published in Health Data Science (Science Partner Journal)
- Co-authored review paper accepted by npj Artificial Intelligence
- Serving as reviewer for JMIR Medical Informatics, Applied Artificial Intelligence, ACL-SRW’25, ICNLSP’25, and others
Miscellany
- Personal traits: Creative, curious, honest, passionate
- Proficient in programming languages: Python, MATLAB, SQL, R, C/C++, Java
- Experienced with deep learning frameworks: PyTorch, TensorFlow, Scikit-learn, Hugging Face, vLLM
- Strong mathematical foundation: Linear algebra, probability & statistics, convex and integer optimization, common ML algorithms, DL basics
- Skilled in data processing and visualization: Pandas, NumPy, Matplotlib, Seaborn
- Familiar with research and development tools: Linux Bash, Git, LaTeX, Slurm, etc.
