Chenyu Zhou

Decentralized debate among LLM agents doesn't just select the best solution for optimization modeling; it structurally enables agents to refine flawed candidates and even recover correct formulations through interaction.

Evaluating web coding LLMs with real-world fidelity reveals that even state-of-the-art models still struggle with aesthetics and framework-specific nuances.

LLM agent progress increasingly hinges on better external cognitive infrastructure, not just stronger models.

Stop 3D models from hallucinating structural outliers: Dehallu3D leverages cyclic view consistency to generate more faithful 3D meshes from single images.