Yizhou Yan

Researcher, Privacy Infra, Facebook

Joined

May 2025

Names

Yizhou Yan (Preferred)

Emails

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Privacy Infra, Facebook (meta.com)

2020 – Present

PhD student

Computer Science, Worcester Polytechnic Institute (wpi.edu)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Not All Documents Are What You Need for Extracting Instruction Tuning Data
Chi Zhang, Huaping Zhong, Hongtao Li, Chengliang Chai, Hongjiawei, Yu-Ping Wang, Yuhao Deng, Jiacheng Wang, Yizhou Yan, Qiu Jiantao, Conghui He, Lei Cao
- ICLR 2026 Poster
- Readers: Everyone
Not All Documents Are What You Need for Extracting Instruction Tuning Data
Chi Zhang, Huaping Zhong, Hongtao Li, Chengliang Chai, Jiawei Hong, Yuhao Deng, Jiacheng Wang, Tian Tan, Yizhou Yan, Jiantao Qiu, Ye Yuan, Guoren Wang, Conghui He, Lei Cao
- CoRR 2025
- Readers: Everyone
Outlier Summarization via Human Interpretable Rules
Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden
- Proc. VLDB Endow. 2024
- Readers: Everyone
AutoOD: Automatic Outlier Detection
Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- Proc. ACM Manag. Data 2023
- Readers: Everyone
Interpretable Outlier Summarization
Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden
- Published: 01 Jan 2023, Last Modified: 27 Jan 2024
- CoRR 2023
- Readers: Everyone
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System
Dennis M. Hofmann, Peter VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- Proc. VLDB Endow. 2022
- Readers: Everyone
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee
Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li
- Proc. VLDB Endow. 2021
- Readers: Everyone
Continuously Adaptive Similarity Search
Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
- Published: 01 Jan 2020, Last Modified: 16 May 2023
- SIGMOD Conference 2020
- Readers: Everyone
Efficient Discovery of Sequence Outlier Patterns
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- Proc. VLDB Endow. 2019
- Readers: Everyone
Smile: A System to Support Machine Learning on EEG Data at Scale
Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker
- Published: 01 Jan 2019, Last Modified: 27 Jan 2024
- Proc. VLDB Endow. 2019
- Readers: Everyone

View all 14 publications

Co-Authors

View all 42 co-authors