Zhengyuan Wei

According to our database, Zhengyuan Wei authored at least 21 papers between 2008 and 2026.

Collaborative distances:

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

2026

HiCert: Toward Patch Robustness Certification and Detection for Deep Learning Systems Beyond Consistent Samples.

Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Zhuo Wang, Wing-Kwong Chan

IEEE Trans. Reliab., 2026

2025

Toward Patch Robustness Certification and Detection for Deep Learning Systems Beyond Consistent Samples.

Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Zhuo Wang, Wing Kwong Chan

CoRR, December, 2025

Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models.

Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Wing-Kwong Chan

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

Scalable and Precise Patch Robustness Certification for Deep Learning Models with Top- $k$ Predictions.

Qilin Zhou, Haipeng Wang, Zhengyuan Wei, Wing Kwong Chan

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

AugOracle: In-Capability Raw Input Validation for Deep Learning Models in Deployment.

Zhengyuan Wei

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

2024

CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models.

Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Bo Jiang, Wing-Kwong Chan

Proc. ACM Softw. Eng., 2024

A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models.

Zhengyuan Wei, Haipeng Wang, Qilin Zhou, W. K. Chan

CoRR, 2024

Toward AI-facilitated Learning Cycle in Integration Course Through Pair Programming with AI Agents.

Zhengyuan Wei, Albert T. L. Lee, Victor C. S. Lee, Wing-Kwong Chan

Proceedings of the 36th International Conference on Software Engineering Education and Training, 2024

2023

DeepPatch: Maintaining Deep Learning Model Programs to Retain Standard Accuracy with Substantial Robustness Improvement.

Zhengyuan Wei, Haipeng Wang, Imran Ashraf, Wing-Kwong Chan

ACM Trans. Softw. Eng. Methodol., November, 2023

Gearbox Compound Fault Diagnosis in Edge-IoT Based on Legendre Multiwavelet Transform and Convolutional Neural Network.

Xiaoyang Zheng, Lei Chen, Chengbo Yu, Zijian Lei, Zhixia Feng, Zhengyuan Wei

Sensors, October, 2023

Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models.

Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Bo Jiang, Wing Kwong Chan

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models.

Qilin Zhou, Zhengyuan Wei, Haipeng Wang, W. K. Chan

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

2022

Predictive Mutation Analysis of Test Case Prioritization for Deep Neural Networks.

Zhengyuan Wei, Haipeng Wang, Imran Ashraf, W. K. Chan

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

SEbox4DL: A Modular Software Engineering Toolbox for Deep Learning Models.

Zhengyuan Wei, Haipeng Wang, Zhen Yang, W. K. Chan

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

2021

Execution Repair for Spark Programs by Active Maintenance of Partition Dependency.

Xiupei Mei, Imran Ashraf, Xiaoxue Ma, Hao Zhang, Zhengyuan Wei, Haipeng Wang, W. K. Chan

IEEE Access, 2021

Fuzzing Deep Learning Models against Natural Robustness with Filter Coverage^‡.

Zhengyuan Wei, W. K. Chan

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.

Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang

Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

2020

BlockRace: A Big Data Approach to Dynamic Block-based Data Race Detection for Multithreaded Programs.

Xiupei Mei, Zhengyuan Wei, Hao Zhang, W. K. Chan

Proceedings of the AST@ICSE 2020: IEEE/ACM 1st International Conference on Automation of Software Test, 2020

2018

Discontinuous Legendre wavelet Galerkin method for the generalised Burgers-Fisher equation.

Xiaoyang Zheng, Yong Fu, Zhengyuan Wei

Int. J. Comput. Sci. Math., 2018

2017

Discontinuous Legendre wavelet Galerkin method for reaction-diffusion equation.

Xiaoyang Zheng, Zhengyuan Wei

Int. J. Comput. Math., 2017

2008

Second order exponential differential operator and generalized Hermite polynomials.

Zhengyuan Wei, Xinsheng Zhang

Appl. Math. Comput., 2008