Khai-Nguyen Nguyen

William & Mary

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Multimodal Models (1)

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Oscar Chaparro (1)Oscar Chaparro (1)A. Mastropaolo (1)Antonio Mastropaolo (1)

Papers (1)

Aug 4, 2026

3w ago

Pattern over Pixels: Measuring Pattern Completion Bias in Multimodal Code Generation

MLLMs exhibit a staggering 80.22% bias towards incorrect outputs when faced with repeated UI patterns, revealing a critical flaw in their code generation capabilities.

Khai-Nguyen Nguyen, Oscar Chaparro, Oscar Chaparro +2

Code Generation & Program Synthesis Multimodal Models

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Khai-Nguyen Nguyen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)