Minghao Hu

I am a third-year Ph.D. student at the Department of Computer Science, George Mason University. My research focuses on NLP applications in software engineering. I am advised by Prof. Lannan Luo. Previously, I obtained my Master’s degree (advised by Prof. Shaofu Yang) and Bachelor’s degree both from Southeast University.

My CV can be accessed here.

Publications

• Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training

The 56th Annual IEEE International Conference on Dependable Systems and Networks (DSN 2026) [PDF]

Minghao Hu, Qiang Zeng, Lannan Luo

• FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture

2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025) [PDF] [CODE]

Minghao Hu, Junzhe Wang, Weisen Zhao, Qiang Zeng, Lannan Luo

Teaching Experience

Fall 2025, ISA 562, Information Security System and Theory, Teaching Assistant

Spring 2026 CS 262, Introduction to Low-level Programming, Teaching Assistant

Service

Reviewer: AAAI 2025, ICML 2026

Local Organization Team: ISC 2024