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David Lo

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Book Open access Aug 2026

We Must Have Missed This Comment: Detecting and Repairing Stale Function References in Linux Kernel Comments

ReCite, a three-stage approach to identify and repair stale references in code comments that appear to reference functions but for which no matching function can be found in the current codebase, and tracing the evolution history of each unresolved symbol through the Git history, is proposed.

Kexin Sun, Yunbo Lyu, Xu-Tong Ma et al. · 0 citations
Review Jul 2026

"Go Home Copilot, You're Drunk": Understanding Developer Responses to Agent-Generated Code Review Comments

The first large-scale empirical study on the resolution of agent-generated code review comments is presented, revealing that the presence of an inline code suggestion is the strongest predictor of comment resolution, while lengthy and complex comments are less likely to be acted upon.

Shamse Tasnim Cynthia, Ratnadira Widyasari, Banani Roy et al. · 0 citations
Review Jul 2026

From Generic to Personalized: Exploring Persona-Aware Code Review Explanations

A vision for inclusive, human-centered AI-assisted code review systems that adapt feedback to developers' problem-solving preferences is outlined, highlighting the need to balance personalization with clarity and trust.

Shamse Tasnim Cynthia, Ratnadira Widyasari, Banani Roy et al. · 0 citations

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