Weicong Ni

Pseudocode-Guided Structured Reasoning for Automating Reliable Inference in Vision-Language Models

Vision-Language Models (VLMs) are becoming the cornerstone of high-level reasoning for robotic automation, enabling robots to parse natural language commands and perceive their environments. However, their susceptibility to hallucinations introduces critical failures in decision-making, posing signi…