2 papers
cs.SE2026
FASE: Fast Adaptive Semantic Entropy for Code Quality
Shizhe Lin, Ladan Tahvildari
Multi-agent code generation offers a promising paradigm for autonomous software development by simulating the human software engineering lifecycle. However, system reliability rema…
cs.SE2024
FlaKat: A Machine Learning-Based Categorization Framework for Flaky Tests
Shizhe Lin, Ryan Zheng He Liu, Ladan Tahvildari
Flaky tests can pass or fail non-deterministically, without alterations to a software system. Such tests are frequently encountered by developers and hinder the credibility of test…