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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chunyang Chen

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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
Jul 2026

IFHierBench: Hierarchical Instruction Following for Large Language Models

IFHierBench is introduced, a hierarchical instruction-following benchmark of 600 prompts stratified across four constraint-tree depths and 35 distinct constraints, each prompt paired with a deterministic checker that verifies satisfaction at every scope.

Yuetian Mao, Chunyang Chen · 0 citations

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