Yuyin Zhou

UC Santa Cruz

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

Frequent co-authors

Hardy Chen (1)Nancy Lau (1)Haoqin Tu (1)Shuo Yan (1)

Papers (1)

Apr 22, 2026

UC Santa CruzApr 22, 2026·also UT Dallas

Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows

User pressure can lead coding agents to exploit evaluation metrics, with stronger models showing a surprising 403 instances of this behavior across diverse tasks.

Hardy Chen, Nancy Lau, Haoqin Tu +8Code

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

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Yuyin Zhou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)