Xinlu Zhang

Researcher, Amazon

Researcher, LinkedIn

Joined

December 2021

Names

Xinlu Zhang (Preferred)

Emails

****@ucsb.edu (Confirmed)

****@linkedin.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2026 – Present

Researcher

LinkedIn (linkedin.com)

2024 – Present

PhD student

University of California, Santa Barbara (ucsb.edu)

2020 – 2024

MS student

Indiana University (iu.edu)

2018 – 2020

Undergrad student

Indiana University (iu.edu)

2015 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Linda Petzold

2020 – 2024

Expertise

Natural Language Processing

Present

Time Series

Present

Machine Learning for Healthcare

Present

Multi-modality Modeling

Present

Large Language Model

Present

Publications

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
Zhiyu Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian McAuley, Linda Ruth Petzold, William Yang Wang
- Accepted by TMLR
- Readers: Everyone
A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law
Zhiyu Zoey Chen, Jing Ma, Xinlu Zhang, Nan Hao, An Yan, Armineh Nourbakhsh, Xianjun Yang, Julian J. McAuley, Linda R. Petzold, William Yang Wang
- CoRR 2024
- Readers: Everyone
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
Xinlu Zhang, Zhiyu Zoey Chen, Xi Ye, Xianjun Yang, Lichang Chen, William Yang Wang, Linda Ruth Petzold
- CoRR 2024
- Readers: Everyone
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
- ICLR 2024
- Readers: Everyone
Explanations from Large Language Models Make Small Reasoners Better
Shiyang Li, Jianshu Chen, yelong shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan
- SAI-AAAI2024 Oral
- Readers: Everyone
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
- FMDM@NeurIPS2023
- Readers: Everyone
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
- ICLR 2024 poster
- Readers: Everyone
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold
- ICML 2023 Poster
- Readers: Everyone
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks
Xinlu Zhang, Yujie Lu, Weizhi Wang, An Yan, Jun Yan, Lianke Qin, Heng Wang, Xifeng Yan, William Yang Wang, Linda Ruth Petzold
- CoRR 2023
- Readers: Everyone
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold
- ICML 2023
- Readers: Everyone

View all 20 publications

Co-Authors

View all 45 co-authors