Shuzheng Gao

41 papers A* 9A 2Journal 28Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
BDiff: Block-aware and Accurate Text-based Code Differencing.
CoRR
Yao Lu, Wanwei Liu, Tanghaoran Zhang, Kang Yang, Yang Zhang, Wenyu Xu, Longfei Sun, Xinjun Mao, Shuzheng Gao, Michael R. Lyu
2025 J jnl
Beyond PEFT: Layer-Wise Optimization for More Effective and Efficient Large Code Model Tuning.
Proc. ACM Softw. Eng.
Chaozheng Wang, Jia Feng, Shuzheng Gao, Cuiyun Gao, Zongjie Li, Ting Peng, Hailiang Huang, Yuetang Deng, Michael R. Lyu
2025 J jnl
Empirical Study of Code Large Language Models for Binary Security Patch Detection.
CoRR
Qingyuan Li, Binchang Li, Cuiyun Gao, Shuzheng Gao, Zongjie Li
2025 J jnl
Improving long-tail classification via decoupling and regularisation.
CAAI Trans. Intell. Technol.
Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Wenjian Luo, Peiyi Han, Qing Liao, Guandong Xu
2025 A conf
Integrating Rules and Semantics for LLM-Based C-to-Rust Translation.
ICSME
Feng Luo, Kexing Ji, Cuiyun Gao, Shuzheng Gao, Jia Feng, Kui Liu, Xin Xia, Michael R. Lyu
2025 J jnl
Integrating Rules and Semantics for LLM-Based C-to-Rust Translation.
CoRR
Feng Luo, Kexing Ji, Cuiyun Gao, Shuzheng Gao, Jia Feng, Kui Liu, Xin Xia, Michael R. Lyu
2025 J jnl
JSProtect: A Scalable Obfuscation Framework for Mini-Games in WeChat.
CoRR
Zhihao Li, Chaozheng Wang, Zongjie Li, Xinyong Peng, Zelin Su, Qun Xia, Haochuan Lu, Ting Xiong, Man Ho Lam, Shuzheng Gao, Yuchong Xie, Cuiyun Gao, Shuai Wang, Yuetang Deng, Huafeng Ma
2025 A* conf
JSidentify-V2: Leveraging Dynamic Memory Fingerprinting for Mini-Game Plagiarism Detection.
ASE
Zhihao Li, Chaozheng Wang, Zongjie Li, Xinyong Peng, Qun Xia, Haochuan Lu, Ting Xiong, Shuzheng Gao, Cuiyun Gao, Shuai Wang, Yuetang Deng, Huafeng Ma
2025 J jnl
JSidentify-V2: Leveraging Dynamic Memory Fingerprinting for Mini-Game Plagiarism Detection.
CoRR
Zhihao Li, Chaozheng Wang, Zongjie Li, Xinyong Peng, Qun Xia, Haochuan Lu, Ting Xiong, Shuzheng Gao, Cuiyun Gao, Shuai Wang, Yuetang Deng, Huafeng Ma
2025 — conf
RAG or Fine-tuning? A Comparative Study on LCMs-based Code Completion in Industry.
SIGSOFT FSE Companion
Chaozheng Wang, Zezhou Yang, Shuzheng Gao, Cuiyun Gao, Ting Peng, Hailiang Huang, Yuetang Deng, Michael R. Lyu
2025 J jnl
RAG or Fine-tuning? A Comparative Study on LCMs-based Code Completion in Industry.
CoRR
Chaozheng Wang, Zezhou Yang, Shuzheng Gao, Cuiyun Gao, Ting Peng, Hailiang Huang, Yuetang Deng, Michael R. Lyu
2025 J jnl
SEER: Enhancing Chain-of-Thought Code Generation through Self-Exploring Deep Reasoning.
CoRR
Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Michael R. Lyu
2025 J jnl
SR-Eval: Evaluating LLMs on Code Generation under Stepwise Requirement Refinement.
CoRR
Zexun Zhan, Shuzheng Gao, Ruida Hu, Cuiyun Gao
2025 A* conf
Search-Based LLMs for Code Optimization.
ICSE
Shuzheng Gao, Cuiyun Gao, Wenchao Gu, Michael R. Lyu
2025 J jnl
TREAT: A Code LLMs Trustworthiness / Reliability Evaluation and Testing Framework.
CoRR
Shuzheng Gao, Eric John Li, Man Ho Lam, Jingyu Xiao, Yuxuan Wan, Chaozheng Wang, Man Tik Ng, Michael R. Lyu
2025 J jnl
The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation.
CoRR
Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Xiaoqian Jiao, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 A* conf
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
ASE
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 J jnl
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
CoRR
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 A* conf
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
ICSE
Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu
2024 J jnl
Label-Aware Distribution Calibration for Long-Tailed Classification.
IEEE Trans. Neural Networks Learn. Syst.
Chaozheng Wang, Shuzheng Gao, Pengyun Wang, Cuiyun Gao, Wenjie Pei, Lujia Pan, Zenglin Xu
2024 A* conf
Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.
ICSE
Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, Michael R. Lyu
2024 J jnl
Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.
CoRR
Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, Michael R. Lyu
2024 — conf
Reviewers.
SSE
Bowen Zeng, Chaozheng Wang, Chunjiong Zhang, Elena Molino-Peña, Jindong Feng, Lei Gan, Shuzheng Gao, Tao Shi, Xin-Cheng Wen, Yishan Chen, Yuanchao Liu, Yujia Chen, Zhuofeng Zhao, Zhangbing Zhou, Yucong Duan, Shizhan Chen, Guobing Zou, Buqing Cao
2024 A conf
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection.
ISSTA
Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu
2024 J jnl
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection.
CoRR
Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu
2024 J jnl
Search-Based LLMs for Code Optimization.
CoRR
Shuzheng Gao, Cuiyun Gao, Wenchao Gu, Michael R. Lyu
2023 J jnl
BadCS: A Backdoor Attack Framework for Code search.
CoRR
Shiyi Qi, Yuanhang Yang, Shuzheng Gao, Cuiyun Gao, Zenglin Xu
2023 J jnl
Code Structure-Guided Transformer for Source Code Summarization.
ACM Trans. Softw. Eng. Methodol.
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lunyiu Nie, Xin Xia, Michael R. Lyu
2023 J jnl
Constructing Effective In-Context Demonstration for Code Intelligence Tasks: An Empirical Study.
CoRR
Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Michael R. Lyu
2023 J jnl
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
CoRR
Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu
2023 J jnl
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit.
IEEE Trans. Reliab.
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
2023 A* conf
Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models.
ICSE
Shuzheng Gao, Hongyu Zhang, Cuiyun Gao, Chaozheng Wang
2023 J jnl
Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models.
CoRR
Shuzheng Gao, Hongyu Zhang, Cuiyun Gao, Chaozheng Wang
2023 A* conf
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes.
ASE
Chaozheng Wang, Zongjie Li, Yun Peng, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu
2023 J jnl
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes.
CoRR
Chaozheng Wang, Zongjie Li, Yun Peng, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu
2023 A* conf
Two Sides of the Same Coin: Exploiting the Impact of Identifiers in Neural Code Comprehension.
ICSE
Shuzheng Gao, Cuiyun Gao, Chaozheng Wang, Jun Sun, David Lo, Yue Yu
2023 A* conf
What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs?
ASE
Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Hongyu Zhang, Michael R. Lyu
2022 J jnl
CARBON: A Counterfactual Reasoning based Framework for Neural Code Comprehension Debiasing.
CoRR
Shuzheng Gao, Cuiyun Gao, Chaozheng Wang, Jun Sun, David Lo
2022 J jnl
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit.
CoRR
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
2021 J jnl
Code Structure Guided Transformer for Source Code Summarization.
CoRR
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lunyiu Nie, Xin Xia
2021 J jnl
Label-Aware Distribution Calibration for Long-tailed Classification.
CoRR
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Pengyun Wang, Wenjie Pei, Lujia Pan, Zenglin Xu