Zhiyao Luo

Joined

May 2022

Names

Zhiyao Luo (Preferred)

Emails

****@eng.ox.ac.uk (Confirmed)

,

****@126.com

Personal Links

Career & Education History

PhD student

University of Oxford, University of Oxford (eng.ox.ac.uk)

2021 – 2025

MS student

national university of singapore, National University of Singapore (u.nus.edu)

2019 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

deep learning in healthcare

Present

reinforcement learning

Present

dynamic treatment regime

Present

Publications

Bridging data gaps of rare conditions in ICU: a multi-disease adaptation approach for clinical prediction
Mingcheng Zhu, Yu Liu, Zhiyao Luo, Tingting Zhu
- OpenReview Archive Direct Upload
- Readers: Everyone
AutoMat: Enabling Automated Crystal Structure Reconstruction from Microscopy via Agentic Tool Use
Yaotian Yang, Yiwen Tang, Yizhe Chen, Xiao Chen, Jiangjie Qiu, Hao Xiong, Zhiyao Luo, Haoyu Yin, Yifei Zhang, Sijia Tao, Wentao Li, Qinghua Zhang, Yuqiang Li, Wanli Ouyang, Bin Zhao, Xiaonan Wang, Fei Wei
- Submitted to ICLR 2026
- Readers: Everyone
Best of Both Worlds: Harmonizing LLM Capabilities in Decision-Making and Question-Answering for Treatment Regimes
Hongxuan Liu, Zhiyao Luo, Tingting Zhu
- AIM-FM Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering
Hongxuan Liu, Haoyu Yin, Zhiyao Luo, Xiaonan Wang
- ICML2024-AI4Science Poster
- Readers: Everyone
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
Zhiyao Luo, Yangchen Pan, Peter Watkinson, Tingting Zhu
- ICML 2024 Spotlight
- Readers: Everyone

Co-Authors