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Author

Haoyu Gao

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Review Oct 2026

Let the Agent Do It? How Software Practitioners Understand and Make Permission Decisions in Agentic AI Assistants

Agentic AI assistants increasingly act on developers'behalf by modifying files, executing commands, and accessing external resources. These actions often require permission, yet little is known about how practitioners make permission decisions while still benefiting from agent autonomy. To address this gap, we conducte...

Larissa Salerno, Haoyu Gao, Gregory Gay et al. · 0 citations
#artificial intelligence Apr 2026

Fine-grained Approaches for Confidence Calibration of LLMs in Automated Code Revision

This study proposes local Platt-scaling applied separately to three different fine-grained confidence scores, finding that fine-grained confidence scores consistently achieve lower calibration error across a broader range of probability intervals, and this effect is further amplified when global Platt-scaling is applie...

Hongzhan Lin, Chunhua Liu, Haoyu Gao et al. · 0 citations

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