Mingze Ni

According to our database, Mingze Ni authored at least 13 papers between 2022 and 2025.

Collaborative distances:

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

2025

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, David Lo

ACM Trans. Softw. Eng. Methodol., January, 2025

Cross-Entropy Attacks to Language Models via Rare Event Simulation.

Mingze Ni, Yongshun Gong, Wei Liu

CoRR, January, 2025

2024

Reversible jump attack to textual classifiers with modification reduction.

Mingze Ni, Zhensu Sun, Wei Liu

Mach. Learn., September, 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

Deceiving Question-Answering Models: A Hybrid Word-Level Adversarial Approach.

Jiyao Li, Mingze Ni, Yongshun Gong, Wei Liu

CoRR, 2024

Dreaming is All You Need.

Mingze Ni, Wei Liu

CoRR, 2024

AICAttack: Adversarial Image Captioning Attack with Attention-Based Optimization.

Jiyao Li, Mingze Ni, Yifei Dong, Tianqing Zhu, Wei Liu

CoRR, 2024

2023

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

Mingze Ni, Zhensu Sun, Wei Liu

CoRR, 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

Attacking neural machine translations via hybrid attention learning.

Mingze Ni, Ce Wang, Tianqing Zhu, Shui Yu, Wei Liu

Mach. Learn., 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