Author

Yilun Zhao

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Preprint Aug 2026

DesignAgent3D: Interactive 3D Scene Editing via Designer-like Multimodal Reasoning

DesignAgent3D is presented, an interactive multimodal agentic framework that reformulates 3D scene editing as a designer-like Plan-Perceive-Act paradigm, delivering superior semantic intent alignment, impeccable spatial localization accuracy, and high-fidelity multi-view consistency.

Xiu-Jin Liu, Tian-Yu Yang, Yilun Zhao et al. · 0 citations

#natural language process... Preprint Aug 2026

Small Language Models as Judges for Rubric-Based Reinforcement Learning

This work studies whether smaller language models can serve as efficient and reliable rubric-based judges, and compares three ways of extracting criterion-level judgments from small models: Generative verdicts, Yes/No Logprob margins, and Probe judges.

Feng-Yu Xie, Yilun Zhao, Bingsen Chen et al. · 2 citations