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2020 – today
- 2024
[j7]Qilin Zhou
, Zhengyuan Wei, Haipeng Wang, Bo Jiang, Wing-Kwong Chan:
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models. Proc. ACM Softw. Eng. 1(FSE): 2725-2746 (2024)- [c8]Zhengyuan Wei, Albert T. L. Lee, Victor C. S. Lee, Wing-Kwong Chan:
Toward AI-facilitated Learning Cycle in Integration Course Through Pair Programming with AI Agents. CSEE&T 2024: 1-5 - [i5]Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Bo Jiang, Wing-Kwong Chan:
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models. CoRR abs/2405.07668 (2024) - [i4]Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Wing-Kwong Chan:
Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models. CoRR abs/2407.12428 (2024) - [i3]Zhengyuan Wei, Haipeng Wang, Qilin Zhou, W. K. Chan:
A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models. CoRR abs/2407.14114 (2024) - 2023
- [j6]Xiaoyang Zheng, Lei Chen, Chengbo Yu, Zijian Lei, Zhixia Feng, Zhengyuan Wei:
Gearbox Compound Fault Diagnosis in Edge-IoT Based on Legendre Multiwavelet Transform and Convolutional Neural Network. Sensors 23(21): 8669 (2023) - [j5]Zhengyuan Wei, Haipeng Wang, Imran Ashraf, Wing-Kwong Chan:
DeepPatch: Maintaining Deep Learning Model Programs to Retain Standard Accuracy with Substantial Robustness Improvement. ACM Trans. Softw. Eng. Methodol. 32(6): 150:1-150:49 (2023) - [c7]Qilin Zhou, Zhengyuan Wei, Haipeng Wang, W. K. Chan:
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models. ASE 2023: 1790-1794 - [c6]Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Bo Jiang, Wing Kwong Chan:
Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models. QRS 2023: 370-381 - [i2]Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Wing Kwong Chan:
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models. CoRR abs/2308.00452 (2023) - 2022
- [c5]Zhengyuan Wei, Haipeng Wang, Zhen Yang, W. K. Chan:
SEbox4DL: A Modular Software Engineering Toolbox for Deep Learning Models. ICSE-Companion 2022: 193-196 - [c4]Zhengyuan Wei, Haipeng Wang, Imran Ashraf, W. K. Chan:
Predictive Mutation Analysis of Test Case Prioritization for Deep Neural Networks. QRS 2022: 682-693 - 2021
- [j4]Xiupei Mei, Imran Ashraf, Xiaoxue Ma, Hao Zhang, Zhengyuan Wei, Haipeng Wang, W. K. Chan:
Execution Repair for Spark Programs by Active Maintenance of Partition Dependency. IEEE Access 9: 101555-101573 (2021) - [c3]Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang:
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts. ICPC 2021: 1-12 - [c2]Zhengyuan Wei, W. K. Chan:
Fuzzing Deep Learning Models against Natural Robustness with Filter Coverage‡. QRS 2021: 608-619 - [i1]Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang:
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts. CoRR abs/2103.07164 (2021) - 2020
- [c1]Xiupei Mei, Zhengyuan Wei, Hao Zhang, W. K. Chan:
BlockRace: A Big Data Approach to Dynamic Block-based Data Race Detection for Multithreaded Programs. AST@ICSE 2020: 71-80
2010 – 2019
- 2018
- [j3]Xiaoyang Zheng, Yong Fu, Zhengyuan Wei:
Discontinuous Legendre wavelet Galerkin method for the generalised Burgers-Fisher equation. Int. J. Comput. Sci. Math. 9(1): 82-89 (2018) - 2017
- [j2]Xiaoyang Zheng, Zhengyuan Wei:
Discontinuous Legendre wavelet Galerkin method for reaction-diffusion equation. Int. J. Comput. Math. 94(9): 1806-1832 (2017)
2000 – 2009
- 2008
- [j1]Zhengyuan Wei, Xinsheng Zhang:
Second order exponential differential operator and generalized Hermite polynomials. Appl. Math. Comput. 206(2): 781-787 (2008)
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