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Zhe Liu

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Open access Jun 2026

From Suspicious Signals to Crashes: Guiding Bug-Driven GUI Testing via Code-Inspired Tracing

TraceDroid is proposed, a novel automated GUI testing approach that leverages suspicious code-level signals to guide dynamic exploration and successfully detects 21 previously unknown crash bugs in 116 popular Google Play apps, demonstrating its effectiveness in real-world scenarios.

Mengzhuo Chen, Zhe Liu, Chunyang Chen et al. · 0 citations