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Captured on Dongji Island, Zhoushan, the easternmost point of mainland China

Tong Ye 叶童

Phd Student of Artificial Intelligence

ZheJiang University

Biography

Tong Ye graduated with a bachelor’s degree from the Department of Physics at ZheJiang University and is now a Phd student undert the mentorship of Wenhai Wang and Xuhong Zhang at ZheJiang University.

My research interests include Large Language Models (LLMs), Code Intelligence, Code Generation, etc.

Interests

• Large Language Models
• Code Generation
• Maths & Physics

Education

• PhD in CyberSecurity, 2020 - Now

  ZheJiang University

• BSc in Physics, 2016 - 2020

  ZheJiang University

Experience

 

 

 

 

 

Research Intern

AntGroup

May 2024 – Present Hangzhou

Responsibilities include:

• Code LLMs
• Code Generation
• Code Synthetic Data

 

 

 

 

 

Phd

ZheJiang University

September 2020 – Present HangZhou

Responsibilities include:

• Large Language Models
• Code Summarization
• Code Generation
• Code Optimization

Publications

[Arxiv 2024-06] Iterative or Innovative? A Problem-Oriented Perspective for Code Optimization

We present an automated system to code optimization.

Tong Ye, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang

PDF

[Arxiv 2024-05] Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting

We present an automated system to detect synthetic (model-generated) code.

Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang

PDF

[NAACL 2024] Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization

We propose a token-level retrieval-augmented mechanism to generate a better source code summary.

Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang

PDF Code Dataset

[EMNLP 2023] CP-BCS: Binary Code Summarization Guided by Pseudo Code

CP-BCS can significantly aid reverse engineers and security analysts in efficiently comprehending assembly code.

Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang

PDF Code Dataset Source Document DOI

[Arxiv 2024-02] LuaTaint: A Static Taint Analysis System for Web Interface Framework Vulnerability of IoT Devices

We present an automated system designed to detect vul- nerabilities in the web interface frameworks of IoT devices.

Jiahui Xiang, Lirong Fu, Tong Ye, Peiyu Liu, Wenhai Wang

PDF

Recent Posts

2023年度总结

2023

Tong Ye

Jan 2, 2024 1 min read Demo

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• tongye@zju.edu.cn
• +86 18868102709
• Xihu District, HangZhou, ZheJiang Province 310000
• Yuquan Campus
• Working days: 9:00 to 20:00