Concepedia

Xiaoyuan Liu

XL

13

Publications

802

Citations

11

H-Index

2020

Active since

Affiliations

University of California, Berkeley(Current)

University of Delaware

Fujitsu (United States)

Berkeley College

University of Chicago

Xiaoyuan Liu is an author at University of California, Berkeley specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceInformation SecurityData SecurityMachine LearningData MiningSoftware AnalysisIntelligent SystemsInformation Forensics

Publications per year

2020–2023

13

Publications

13

Pretrained Transformers Improve Out-of-Distribution Robustness

Dan Hendrycks, Xiaoyuan Liu, Eric Wallace et al. · 2020 · 290 citations · Full text

Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence

Peng Gao, Fei Shao, Xiaoyuan Liu et al. · 2021 · 114 citations

Engineering, Information Security, Practical Threat Hunting +17

A Survey of Quantum Computing for Finance

Dylan Herman, Cody Googin, Xiaoyuan Liu et al. · arXiv (Cornell University) · 2022 · 94 citations · Full text

Quantum Science, Quantum Applications, Quantum Error Correction +14

Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers

Xiaoyuan Liu, Anthony Angone, Ruslan Shaydulin et al. · IEEE Transactions on Quantum Engineering · 2022 · 82 citations · Full text

Adaptive privacy-preserving federated learning

Xiaoyuan Liu, Hongwei Li, Guowen Xu et al. · Peer-to-Peer Networking and Applications · 2020 · 70 citations

Engineering, Machine Learning, Data Science +9

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