I graduated with a bachelor’s degree in Physics from Zhejiang University and earned my Ph.D. in Cybersecurity from Zhejiang University under the mentorship of Wenhai Wang and Xuhong Zhang. I am currently serving as a LLM Algorithm Researcher at vivo AI Lab.

My research interests include Large Language Models (LLMs), Code Intelligence, Agentic Coding, GUI-Agent, etc.

🚀 News

🔥🔥 [2026-05] Our paper is accepted by KDD 2026.
🔥🔥 [2026-04] One paper is accepted by ACL 2026 main conference.
🔥🔥 [2026-04] I joined vivo’s AI Research Institute as a LLM Algorithm Researcher.
🔥🔥 [2026-01] Our paper “A Problem-Oriented Perspective and Anchor Verification for Code Optimization” was accepted by ICLR 2026.
🔥🔥 [2025-12] I received my Ph.D. degree from Zhejiang University.
🔥🔥 [2025-06] I just finished my algorithm internship at Ant Group. It was exactly a whole year.
🔥🔥 [2025-03] Ling-Coder-Lite is released by Codefuse and Ling Team, Ant Group.
🔥🔥 [2025-03] Awesome-Code-Benchmark A thorough review of code domain benchmarks for LLM research has been released.

📝 Conference Publications

VersiAlign: Toward Robust Version-Aware Code Generation Amidst Rapid Library Evolution. Lufan Wang, Tong Ye, Peiyu Liu, Wenhai Wang, Mar 2026
RepoAttention: Focusing on Relevant Context for Repository-Level Code Completion. Ruinan Zeng, Xuhong Zhang, Tong Ye, Peiyu Liu, Yunyun Sun, Tianyue Luo, Wenhai Wang, Mar 2026
Domain-Specific Data Synthesis for LLMs through Minimal Sufficient Representation Learning. Tong Ye, Hang Yu, Tengfei Ma, Xuhong Zhang, Jianguo Li, Peng Di, Peiyu Liu, Jianwei Yin, Wenhai Wang, KDD 2026
Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection. Shize Zhou, Peiyu Liu, Lirong Fu, Tong Ye, Wenhai Wang, ACL 2026 main
ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation. Jiahui Xiang, Tong Ye, Peiyu Liu, Yinan Zhang, Wenhai Wang, Mar 2025
Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM. Codefuse, Ling Team: Wenting Cai, Yuchen Cao, Chaoyu Chen, Chen Chen, Siba Chen, Qing Cui, Peng Di, Junpeng Fang, Zi Gong, Ting Guo, Zhengyu He, Yang Huang, Cong Li, Jianguo Li, Zheng Li, Shijie Lian, BingChang Liu, Songshan Luo, Shuo Mao, Min Shen, Jian Wu, Jiaolong Yang, Wenjie Yang, Tong Ye, Hang Yu, Wei Zhang, Zhenduo Zhang, Hailin Zhao, Xunjin Zheng, Jun Zhou. Techinical Report, Ant Group, Mar 2025
LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness. Tong Ye, Weigang Huang, Xuhong Zhang, Tengfei Ma, Peiyu Liu, Jianwei Yin, Wenhai Wang, Feb 2025
A Problem-Oriented Perspective and Anchor Verification for Code Optimization. Tong Ye, Tengfei Ma, Xuhong Zhang, Hang Yu, Jianwei Yin, Wenhai Wang, ICLR 2026
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting. Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji, Wenhai Wang, AAAI 2025 Oral
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang, NAACL 2024
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code. Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang, EMNLP 2023

📝 Journal Publications

AutoPenGPT: Drift-Resistant Penetration Testing Driven by Search-Space Convergence and Dependency Modeling. Weigang Huang, Lirong Fu, Peiyu Liu, Linkang Du, Tong Ye, Yifan Xia, Wenhai Wang, Journal of Electronics & Information Techonology 电子与信息学报, 2025
LuaTaint: A Static Analysis System for Web Configuration Interface Vulnerability of Internet of Things Device. Jiahui Xiang, Lirong Fu, Tong Ye, Peiyu Liu, Huan Le, Liming Zhu, Wenhai Wang, IEEE Internet of Things Journal, 2024
State-of-the-Art Survey of Open-source Software Supply Chain Security. Shouling Ji, Qinying Wang, Anying Chen, Binbin Zhao, Tong Ye, Xuhong Zhang, Jingzheng Wu, Yun Li, Jianwei Yin, Yanjun Wu, Journal of Software 软件学报, 2022

📖 Educations

2020.09 - 2025.12, Ph.D. in CyberSecurity, Zhejiang University, China.
2016.09 - 2020.06, Bachelor’s degree in Physics, Zhejiang University, China.

💻 Internships

2026.03 - 2026.03, LLM Algorithm Research Intern, vivo, China.
2024.06 - 2025.06, Ant-Star, LLM Algorithm Research Intern, Ant Group, China.
2021.07 - 2021.09, Digital Twin, UWNTEK, China.

🎖 Honors and Awards