Haipeng Wang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Learning Models

Semi Supervised Learning

Top Venues

ACM Trans. Softw. Eng. Methodol.

Publications

Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Wing-Kwong Chan
Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models. CoRR (2024)
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) (2024)
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 (2024)
Zhengyuan Wei, Haipeng Wang, Qilin Zhou, W. K. Chan
A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models. CoRR (2024)
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) (2023)
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)
Qilin Zhou, Zhengyuan Wei, Haipeng Wang, W. K. Chan
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models. ASE (2023)
Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Wing Kwong Chan
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models. CoRR (2023)
Zhengyuan Wei, Haipeng Wang, Imran Ashraf, W. K. Chan
Predictive Mutation Analysis of Test Case Prioritization for Deep Neural Networks. QRS (2022)
Zhengyuan Wei, Haipeng Wang, Zhen Yang, W. K. Chan
SEbox4DL: A Modular Software Engineering Toolbox for Deep Learning Models. ICSE-Companion (2022)
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 (2021)