Zhiyong Lu

Senior Investigator, National Institutes of Health

Joined

July 2019

Names

Zhiyong Lu

Emails

****@nih.gov (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Investigator

National Institutes of Health (nih.gov)

2011 – Present

Advisors, Relations & Conflicts

Postdoc Advisee

Qingyu Chen

2018 – 2023

Postdoc Advisee

Yifan Peng

2016 – 2020

Postdoc Advisee

Aurélie Névéol

2008 – 2012

Expertise

large language models

2022 – 2025

natural language processing

2007 – 2025

machine learning

2007 – 2025

Publications

The Dawn of the AI Co-Scientist: A Comprehensive Survey of Biomedical and Chemical Multimodal Agents and Their Applications
Qingyun Wang, Yao Ge, Qingqing Zhu, Zhiyong Lu
- OpenReview Archive Direct Upload
- Readers: Everyone
Benchmarking Retrieval-Augmented Generation for Chemistry
Xianrui Zhong, Bowen Jin, Siru Ouyang, Yanzhen Shen, Qiao Jin, Yin Fang, Zhiyong Lu, Jiawei Han
- COLM 2025
- Readers: Everyone
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W Safranek, Abid Anwar, Andrew Jiaxing Zhang, Aidan Gilson, Maxwell B Singer, Amisha D Dave, R. Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu
- NeurIPS 2024 Track Datasets and Benchmarks Oral
- Readers: Everyone
Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science
Xiangru Tang, Qiao Jin, Kunlun Zhu, Tongxin Yuan, Yichi Zhang, Wangchunshu Zhou, Meng Qu, Yilun Zhao, Jian Tang, Zhuosheng Zhang, Arman Cohan, Zhiyong Lu, Mark Gerstein
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Anatomical Structure-Aware Image Difference Graph Learning for Difference-Aware Medical Visual Question Answering
Xinyue Hu, Lin Gu, Qingyu Chen, Liangchen Liu, Kazuma Kobayashi, Qiyuan An, Zhang Mengliang, Tatsuya Harada, Zhiyong Lu, Yingying Zhu
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology.
Ke Yan, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu, Ronald M. Summers
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval
Sunil Mohan, Nicolas Fiorini, Sun Kim, Zhiyong Lu
- 2018 (modified: 12 Nov 2022)
- WWW 2018
- Readers: Everyone
Personalized neural language models for real-world query auto completion
Nicolas Fiorini, Zhiyong Lu
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT (3) 2018
- Readers: Everyone
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Ronald M. Summers
- 2018 (modified: 10 Nov 2022)
- CVPR 2018
- Readers: Everyone
ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers
- 2017 (modified: 10 Nov 2022)
- CVPR 2017
- Readers: Everyone

Co-Authors

View all 54 co-authors