Zhensu Sun

According to our database, Zhensu Sun authored at least 20 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reversible jump attack to textual classifiers with modification reduction.

Mingze Ni, Zhensu Sun, Wei Liu

Mach. Learn., September, 2024

Fusing Code Searchers.

Shangwen Wang, Mingyang Geng, Bo Lin, Zhensu Sun, Ming Wen, Yepang Liu, Li Li, Tegawendé F. Bissyandé, Xiaoguang Mao

IEEE Trans. Software Eng., July, 2024

Fraud's Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process.

Mingze Ni, Zhensu Sun, Wei Liu

IEEE Trans. Knowl. Data Eng., July, 2024

LLM as Runtime Error Handler: A Promising Pathway to Adaptive Self-Healing of Software Systems.

Zhensu Sun, Haotian Zhu, Bowen Xu, Xiaoning Du, Li Li, David Lo

CoRR, 2024

Robustness, Security, Privacy, Explainability, Efficiency, and Usability of Large Language Models for Code.

Zhou Yang, Zhensu Sun, Terry Yue Zhuo, Premkumar T. Devanbu, David Lo

CoRR, 2024

AI Coders Are among Us: Rethinking Programming Language Grammar towards Efficient Code Generation.

Zhensu Sun, Xiaoning Du, Zhou Yang, Li Li, David Lo

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

FDI: Attack Neural Code Generation Systems through User Feedback Channel.

Zhensu Sun, Xiaoning Du, Xiapu Luo, Fu Song, David Lo, Li Li

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model Inference.

Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Li Li

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023

Two Birds with One Stone: Boosting Code Generation and Code Search via a Generative Adversarial Network.

Shangwen Wang, Bo Lin, Zhensu Sun, Ming Wen, Yepang Liu, Yan Lei, Xiaoguang Mao

Proc. ACM Program. Lang., October, 2023

Data Augmentation Approaches for Source Code Models: A Survey.

Terry Yue Zhuo, Zhou Yang, Zhensu Sun, Yufei Wang, Li Li, Xiaoning Du, Zhenchang Xing, David Lo

CoRR, 2023

Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process.

Mingze Ni, Zhensu Sun, Wei Liu

CoRR, 2023

Natural Language to Code: How Far Are We?

Shangwen Wang, Mingyang Geng, Bo Lin, Zhensu Sun, Ming Wen, Yepang Liu, Li Li, Tegawendé F. Bissyandé, Xiaoguang Mao

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

CodeMark: Imperceptible Watermarking for Code Datasets against Neural Code Completion Models.

Zhensu Sun, Xiaoning Du, Fu Song, Li Li

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems.

Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Mingze Ni, Li Li

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

Fraud's Bargain Attacks to Textual Classifiers via Metropolis-Hasting Sampling (Student Abstract).

Mingze Ni, Zhensu Sun, Wei Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning to Prevent Profitless Neural Code Completion.

Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Mingze Ni, Li Li

CoRR, 2022

CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning.

Zhensu Sun, Xiaoning Du, Fu Song, Mingze Ni, Li Li

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

On the Importance of Building High-quality Training Datasets for Neural Code Search.

Zhensu Sun, Li Li, Yan Liu, Xiaoning Du, Li Li

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2020

PSCS: A Path-based Neural Model for Semantic Code Search.

Zhensu Sun, Yan Liu, Chen Yang, Yu Qian

CoRR, 2020

Req2Lib: A Semantic Neural Model for Software Library Recommendation.

Zhensu Sun, Yan Liu, Ziming Cheng, Chen Yang, Pengyu Che

Proceedings of the 27th IEEE International Conference on Software Analysis, 2020