Pan Liu

According to our database, Pan Liu authored at least 30 papers between 2018 and 2026.

Collaborative distances:

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

2026

Less is more: Enhancing parallel fault localization through partial rankings.

Yihao Li, Tian Pan, Pan Liu

J. Syst. Softw., 2026

Algebraic Semantics for Interpretable Reasoning in Large Language Models.

Pan Liu, Yihao Li

Inf. Sci., 2026

2025

Hierarchical tree-based algorithms for efficient expression parsing and test sequence generation in software models.

Yihao Li, Pan Liu

J. Syst. Softw., 2025

Evaluating large language models for software testing.

Yihao Li, Pan Liu, Haiyang Wang, Jie Chu, W. Eric Wong

Comput. Stand. Interfaces, 2025

EAR: A Unified Modeling Approach for Knowledge Graphs.

Pan Liu, Tian Pan, Zizhao Chen, Yihao Li

Proceedings of the 25th International Conference on Software Quality, 2025

Evaluating Large Language Models Via Multi-Modal User Knowledge Graphs: A Comprehensive Assessment Framework.

Pan Liu, Zizhao Chen, Yihao Li, W. Eric Wong

Proceedings of the 2025 11th International Symposium on System Security, 2025

Lights, Camera, Adversarial Action! a Study of Role-Playing Prompt Effects on LLM Attack Susceptibility.

Tian Pan, Mengzhen Tian, Xiao Zhao, Pan Liu, Yihao Li

Proceedings of the 12th International Conference on Dependable Systems and Their Applications, 2025

Review of Large Language Model-Based Software Fault Localization Techniques.

Tian Pan, Pan Liu, Yihao Li

Proceedings of the 12th International Conference on Dependable Systems and Their Applications, 2025

2024

Navigating the Risks: A Review of Safety Issues in Large Language Models.

Haiyang Wang, Yihao Li, Yue Wang, Pan Liu, Pengxiao Li

Proceedings of the 24th IEEE International Conference on Software Quality, 2024

AI-Assisted Bug Detection in Open-Source Software.

Pan Liu, Ruyi Luo, Chengwu Jiang, Tong Gao, Yihao Li

Proceedings of the 11th International Conference on Dependable Systems and Their Applications, 2024

Detection and Estimation of False Data Injection Attacks by Unmanned Surface Vessels.

Kun Leng, Li Liu, He Zhang, Yihao Li, Pan Liu

Proceedings of the 11th International Conference on Dependable Systems and Their Applications, 2024

2023

Using expression parsing and algebraic operations to generate test sequences.

Pan Liu, Yihao Li

J. Syst. Softw., October, 2023

Alternative Ranking Distance Metrics for Fault-Focused Clustering in Parallel Fault Localization.

Yihao Li, Pan Liu, W. Eric Wong, Nicholas Chau, Chih-Wei Hsu

Int. J. Perform. Eng., 2023

Global Nuclear Weapons Trends Forecast Via Machine Learning.

Xinlong Zhang, Jingdong Wang, Shao Qi, Pan Liu, Li Li, W. Eric Wong

Proceedings of the 9th International Symposium on System Security, Safety, and Reliability, 2023

Simulation of Online Emotional Public Opinion via Cellular Automata Model.

Xinlong Zhang, Jingdong Wang, Shao Qi, Pan Liu, Li Li

Proceedings of the 9th International Symposium on System Security, Safety, and Reliability, 2023

An Improved H∞ Filtering based on Information Attack over Discrete Linear Systems.

Yinggang Zhang, Li Liu, Jinming Liu, Yihao Li, Pan Liu

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

A Stacking-Based Heart Disease Classification Prediction Model.

Pan Liu, Li Li, Yihao Li

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

The Impact of ChatGPT on Software Engineering Education: A Quick Peek.

Yihao Li, Jialong Xu, Yinghua Zhu, Huashuo Liu, Pan Liu

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

2022

A Preliminary Investigation on the Performance of SBFL Techniques and Distance Metrics in Parallel Fault Localization.

Yihao Li, Pan Liu

IEEE Trans. Reliab., 2022

Response time evaluation of mobile applications combining network protocol analysis and information fusion.

Pan Liu, Yihao Li

Inf. Softw. Technol., 2022

Design of Four Web Crawlers based on Python.

Pan Liu, Yihao Li, Xuankui Zheng, Shili Ai, Wenjie Zhang

Proceedings of the 8th International Symposium on System Security, Safety, and Reliability, 2022

A Privacy-preserving Approach to Distributed Set-membership Estimation over Wireless Sensor Networks.

Xuefeng Yang, Li Liu, Yinggang Zhang, Yihao Li, Pan Liu, Shili Ai

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

Four Rules for Converting Complex Loops to Regular Expressions.

Pan Liu, Yihao Li, Shili Ai, Wenjie Zhang

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

An Improved Dijkstra-based Algorithm for Resource Constrained Shortest Path.

Pan Liu, Yihao Li, Shili Ai, Cong Luo, Chengjian Yang

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

2021

Transition Algebra for Software Testing.

Pan Liu, Yihao Li, Huaikou Miao

IEEE Trans. Reliab., 2021

An Improved Test Tree Generation Algorithm from a Graphical Model.

Pan Liu, Yihao Li, Hao Chen, Xuankui Zheng, Sihao Huang

Proceedings of the 7th International Symposium on System and Software Reliability, 2021

Evaluating the Fault-Focused Clustering Performance of Distance Metrics in Parallel Fault Localization: From an Omniscient Perspective.

Yihao Li, Pan Liu, Xiao Zhao, Jiaqi Yan, Xiaoyu Song

Proceedings of the 7th International Symposium on System and Software Reliability, 2021

A Strategy to Evaluate the Fault-focused Clustering Performance of Distance Metrics and SBFL Formulas in Parallel Fault Localization.

Yihao Li, Pan Liu, Xiao Zhao, Xiaobin Sun, Yongtao Li

Proceedings of the 7th International Symposium on System and Software Reliability, 2021

Three Classifications of Big Data-based Software Testing.

Pan Liu, Jiaqi Yan, Xiaoyu Song

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

2018

MTTool: A Tool for Software Modeling and Test Generation.

Pan Liu, Zhenning Xu

IEEE Access, 2018