124 citations · 127 across the 3 of their papers we have counts for
3 papers
cs.SE2022★ 2 cited
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
Minghua Ma, Zhao Tian, Max Hort +4
Fairness testing aims at mitigating unintended discrimination in the decision-making process of data-driven AI systems. Individual discrimination may occur when an AI model makes d…
cs.SE2022★ 124 cited
UniParser: A Unified Log Parser for Heterogeneous Log Data
Yudong Liu, Xu Zhang, Shilin He +9
Logs provide first-hand information for engineers to diagnose failures in large-scale online service systems. Log parsing, which transforms semi-structured raw log messages into st…
cs.SE2021★ 1 cited
DockerMock: Pre-Build Detection of Dockerfile Faults through Mocking Instruction Execution
Mingjie Li, Xiaoying Bai, Minghua Ma +1
Continuous Integration (CI) and Continuous Deployment (CD) are widely adopted in software engineering practice. In reality, the CI/CD pipeline execution is not yet reliably continu…