Rui Zhu

Postdoc, School of Medicine, Yale University

Joined

July 2024

Names

Rui Zhu (Preferred)

Emails

****@yale.edu (Confirmed)

Personal Links

Homepage

ORCID

ACL Anthology

Career & Education History

Postdoc

School of Medicine, Yale University (yale.edu)

2024 – Present

PhD student

Computer science, Indiana University (iu.edu)

2019 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Lucila Ohno-Machado

2024 – Present

PhD Advisor

Haixu Tang

2019 – 2024

Expertise

BioMedical

2024 – Present

Machine Learning

2019 – 2024

Publications

Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications
Anran Li, Lingfei Qian, Mengmeng Du, Yu Yin, Yan Hu, Zihao Sun, Yihang Fu, Erica Stutz, Xuguang Ai, Qianqian Xie, Rui Zhu, Jimin Huang, Yifan Yang, Siru Liu, Yih-Chung Tham, Lucila Ohno-Machado, Hyunghoon Cho, Zhiyong Lu, Hua Xu, Qingyu Chen
- CoRR 2025
- Readers: Everyone
Hey, That's My Data! Label-Only Dataset Inference in Large Language Models
Chen Xiong, Zihao Wang, Rui Zhu, Tsung-Yi Ho, Pin-Yu Chen, Jingwei Xiong, Haixu Tang, Lucila Ohno-Machado
- CoRR 2025
- Readers: Everyone
Illuminating the Unseen: A Large-Scale Exploration of Bias in ICU Discharge Summaries via Language Models
Rui Zhu, Genevieve Mortensen, Yongming Fan, Haixu Tang
- BHI 2025 Oral
- Readers: Everyone
KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model
Kai Zhang, Rui Zhu, Shutian Ma, Jingwei Xiong, Yejin Kim, Fabricio Murai, Xiaozhong Liu
- CoRR 2025
- Readers: Everyone
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
Xinyao Ma, Rui Zhu, Zihao Wang, Jingwei Xiong, Qingyu Chen, Haixu Tang, L. Jean Camp, Lucila Ohno-Machado
- CoRR 2025
- Readers: Everyone
ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs
Yongming Fan, Rui Zhu, Zihao Wang, Chenghong Wang, Haixu Tang, Ye Dong, Hyunghoon Cho, Lucila Ohno-Machado
- CoRR 2025
- Readers: Everyone
Rigging the Foundation: Manipulating Pre-training for Advanced Membership Inference Attacks
Zihao Wang, Rui Zhu, Zhikun Zhang, Haixu Tang, Xiaofeng Wang
- SP 2025
- Readers: Everyone
DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training
Zihao Wang, Rui Zhu, Dongruo Zhou, Zhikun Zhang, John Mitchell, Haixu Tang, Xiaofeng Wang
- CoRR 2024
- Readers: Everyone
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering
Rui Zhu, Di Tang, Siyuan Tang, Zihao Wang, Guanhong Tao, Shiqing Ma, XiaoFeng Wang, Haixu Tang
- NDSS 2024
- Readers: Everyone
DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training
Zihao Wang, Rui Zhu, Dongruo Zhou, Zhikun Zhang, John Mitchell, Haixu Tang, XiaoFeng Wang
- USENIX Security Symposium 2024
- Readers: Everyone

View all 15 publications

Co-Authors

View all 63 co-authors