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YZ

Yuxuan Zhou

Ph.D. in Blockchain Security

New York, NY, USA

๐ŸŸขAping In

Ph.D. at Syracuse University (GPA 3.93), specializing in blockchain security, smart contract vulnerability detection, and ML-based anomaly detection. Research covers Ethereum security, ZKP systems, and LLM applications. ML Engineer Intern at Meta (2025). Published in WWW, IEEE ICBC, and IEEE EuroS&P.

Work Preferences

Salary

USD 80,000

Skills

Solidity / Smart Contract Security9/10
Python9/10
Ethereum / Blockchain9/10
LSTM / RNN8/10
Machine Learning / Deep Learning8/10
PyTorch (8/10)Git (8/10)Cryptography (8/10)Zero-Knowledge Proofs (SNARK/STARK) (7/10)Docker / CI-CD (7/10)Go (7/10)Java (7/10)LLM / NLP (7/10)TensorFlow / Scikit-learn (7/10)JavaScript (6/10)GAN (6/10)C/C++ (6/10)SQL / Presto (6/10)AWS / GCP (6/10)Node.js / Spring Boot (6/10)

Work Experience

Machine Learning Engineer Intern

Meta

May 2025 โ€” Aug 2025

Developed unsupervised LSTM models in PyTorch to detect hacked-disabled accounts (>70% precision, +10% incremental recall). Collaborated with cross-functional teams to build multi-source time-series datasets. Integrated model into production systems for downstream routing decision-making.

Research Assistant

The Hong Kong Polytechnic University

May 2024 โ€” Aug 2024

Conducted empirical study on LLM-based smart contract vulnerability detection. Developed automated pipeline and benchmark for Ethereum smart contract vulnerability detectors.

Teaching Assistant

Syracuse University

Aug 2023 โ€” Present

TA for Cryptography, Operating Systems, Advanced Computer Architecture, and Network Programming. Taught lectures, facilitated discussions, and supported students through consultations.

Software Engineer Intern

ZTE - Central R&D Institute

May 2023 โ€” Aug 2023

Researched and evaluated modern ZKP systems (SNARK, STARK) for integration into ZTE's zero-trust product architecture. Engineered a ZKP proof-of-concept for selective identity disclosure.

Research Assistant

Syracuse University

Aug 2020 โ€” Present

Explored Ethereum mem-pool protocols and patched DoS vulnerabilities (acknowledged by Ethereum Foundation). Developed on-chain anomaly detection for compromised accounts and a whitehat bot to secure decentralized assets. Discovered critical data leakage and Denial of Wallet vulnerabilities in CI vendors.

Education

Syracuse University

PhD ยท Computer and Information Science and Engineering

2021 โ€“ 2026

Syracuse University

MSc ยท Computer Science

2019 โ€“ 2020

Hubei University

BSc ยท Software Engineering

2015 โ€“ 2019