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Renmin University of China
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DA-Studio transforms data analysis by enabling autonomous, multi-step workflows that are fully inspectable and interactive, bridging the gap between raw data and actionable insights.
Agents fail to effectively integrate data discovery with code execution, achieving only 61.1% success in real-world-like scenarios.
Reconstruction-based AI-generated image detectors, despite their promise, can be completely fooled by adding imperceptible noise, revealing a critical security flaw.
