Ming Fan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 20

Top Topics

Machine Learning Systems

Mutation Testing

Concurrent Programs

Imbalanced Datasets

Top Venues

ACM Trans. Softw. Eng. Methodol.

Publications

Wuxia Jin, Shuo Xu, Dawei Chen, Jiajun He, Dinghong Zhong, Ming Fan, Hongxu Chen, Huijia Zhang, Ting Liu
PyAnalyzer: An Effective and Practical Approach for Dependency Extraction from Python Code. ICSE (2024)
Jiali Wei, Ming Fan, Wenjing Jiao, Wuxia Jin, Ting Liu
BDMMT: Backdoor Sample Detection for Language Models Through Model Mutation Testing. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Ang Jia, Ming Fan, Xi Xu, Wuxia Jin, Haijun Wang, Ting Liu
Cross-Inlining Binary Function Similarity Detection. ICSE (2024)
Yin Wang, Ming Fan, Xicheng Zhang, Jifei Shi, Zhaoyu Qiu, Haijun Wang, Ting Liu
LIReDroid: LLM-Enhanced Test Case Generation for Static Sensitive Behavior Replication. Internetware (2024)
Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu
Can We Mitigate Backdoor Attack Using Adversarial Detection Methods? IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Ang Jia, Ming Fan, Wuxia Jin, Xi Xu, Zhaohui Zhou, Qiyi Tang, Sen Nie, Shi Wu, Ting Liu
1-to-1 or 1-to-n? Investigating the Effect of Function Inlining on Binary Similarity Analysis. ACM Trans. Softw. Eng. Methodol. 32 (4) (2023)
Junjie Tao, Jifei Shi, Ming Fan, Yin Wang, Junfeng Liu, Ting Liu
JSLibD: Reliable and Heuristic Detection of Third-party Libraries in Miniapps. SaTS@CCS (2023)
Xi Xu, Qinghua Zheng, Zheng Yan, Ming Fan, Ang Jia, Zhaohui Zhou, Haijun Wang, Ting Liu
PatchDiscovery: Patch Presence Test for Identifying Binary Vulnerabilities Based on Key Basic Blocks. IEEE Trans. Software Eng. 49 (12) (2023)
Wuxia Jin, Yuyun Zhang, Jiaowei Shang, Yi Hou, Ming Fan, Ting Liu
Identifying Code Changes for Architecture Decay via a Metric Forest Structure. TechDebt@ICSE (2023)
Wuxia Jin, Yitong Dai, Jianguo Zheng, Yu Qu, Ming Fan, Zhenyu Huang, Dezhi Huang, Ting Liu
Dependency Facade: The Coupling and Conflicts between Android Framework and Its Customization. ICSE (2023)
Kunsong Zhao, Zhou Xu, Meng Yan, Tao Zhang, Lei Xue, Ming Fan, Jacky Keung
The impact of class imbalance techniques on crashing fault residence prediction models. Empir. Softw. Eng. 28 (2) (2023)
Yin Wang, Ming Fan, Junfeng Liu, Junjie Tao, Wuxia Jin, Qi Xiong, Yuhao Liu, Qinghua Zheng, Ting Liu
Do as You Say: Consistency Detection of Data Practice in Program Code and Privacy Policy in Mini-App. CoRR (2023)
Jiali Wei, Ming Fan, Wenjing Jiao, Wuxia Jin, Ting Liu
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing. CoRR (2023)
Yang Liu, Zisen Xu, Ming Fan, Yu Hao, Kai Chen, Hao Chen, Yan Cai, Zijiang Yang, Ting Liu
ConcSpectre: Be Aware of Forthcoming Malware Hidden in Concurrent Programs. IEEE Trans. Reliab. 71 (2) (2022)
Xiao Liu, Zhou Xu, Dan Yang, Meng Yan, Weihan Zhang, Haohan Zhao, Lei Xue, Ming Fan
An unsupervised cross project model for crashing fault residence identification. IET Softw. 16 (6) (2022)
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
Testing Machine Learning Systems in Industry: An Empirical Study. ICSE (SEIP) (2022)
Ming Fan, Wenying Wei, Wuxia Jin, Zijiang Yang, Ting Liu
Explanation-Guided Fairness Testing through Genetic Algorithm. CoRR (2022)
Ming Fan, Wenying Wei, Wuxia Jin, Zijiang Yang, Ting Liu
Explanation-Guided Fairness Testing through Genetic Algorithm. ICSE (2022)
Songyang Yan, Ming Fan
AdaFrenetic at the SBST 2022 Tool Competition. SBST@ICSE (2022)
Ming Fan, JiaLi Wei, Wuxia Jin, Zhou Xu, Wenying Wei, Ting Liu
One step further: evaluating interpreters using metamorphic testing. ISSTA (2022)