CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning. - Zhensu Sun; Xiaoning Du 001; Fu Song; Mingze Ni; Li Li 029 (WWW, 2022)

Learning to Prevent Profitless Neural Code Completion. - Zhensu Sun; Xiaoning Du 001; Fu Song; Shangwen Wang; Mingze Ni; Li Li 029 (CoRR, 2022)

Attacking neural machine translations via hybrid attention learning. - Mingze Ni; Ce Wang; Tianqing Zhu; Shui Yu 001; Wei Liu 007 (Mach. Learn., 2022)

Fraud's Bargain Attacks to Textual Classifiers via Metropolis-Hasting Sampling (Student Abstract). - Mingze Ni; Zhensu Sun; Wei Liu 007 (AAAI, 2023)

Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems. - Zhensu Sun; Xiaoning Du 001; Fu Song; Shangwen Wang; Mingze Ni; Li Li 029 (ICSE Companion, 2023)

Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process. - Mingze Ni; Zhensu Sun; Wei Liu 007 (CoRR, 2023)

AICAttack: Adversarial Image Captioning Attack with Attention-Based Optimization. - Jiyao Li; Mingze Ni; Yifei Dong; Tianqing Zhu; Wei Liu 007 (CoRR, 2024)

Dreaming is All You Need. - Mingze Ni; Wei Liu (CoRR, 2024)

Deceiving Question-Answering Models: A Hybrid Word-Level Adversarial Approach. - Jiyao Li; Mingze Ni; Yongshun Gong; Wei Liu 007 (CoRR, 2024)

Fraud's Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process. - Mingze Ni; Zhensu Sun; Wei Liu 007 (IEEE Trans. Knowl. Data Eng., 2024)

Reversible jump attack to textual classifiers with modification reduction. - Mingze Ni; Zhensu Sun; Wei Liu 007 (Mach. Learn., 2024)

Cross-Entropy Attacks to Language Models via Rare Event Simulation. - Mingze Ni; Yongshun Gong; Wei Liu 007 (CoRR, 2025)

Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems. - Zhensu Sun; Xiaoning Du 001; Fu Song; Shangwen Wang; Mingze Ni; Li Li 029; David Lo 001 (ACM Trans. Softw. Eng. Methodol., 2025)

AICAttack: Adversarial Image Captioning Attack with Attention-based Optimization. - Jiyao Li; Mingze Ni; Yifei Dong; Tianqing Zhu; Yongshun Gong; Wei Liu 007 (Mach. Intell. Res., 2025)