Nuo Xu
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2Vision×1
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Research Timeline
2026
Reinforcement Learning with Robust Rubric Rewards
The paper introduces $ ext{RLR}^3$, a novel framework that extends verifiable rewards in Reinforcement Learning to handle partially verifiable, multi-criteria vision-language tasks by integrating robust rubric scoring.
WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis
The paper introduces WorldCoder-Bench, a comprehensive benchmark and evaluation protocol for testing LLMs' ability to autonomously generate complex, physically grounded, and interactive 3D web worlds.
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Papers
cs.AIRecentJun 1, 2026
WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis
Shuo Lu, Yinuo Xu, Kecheng Yu, Siru Jiang +7 more
The paper introduces WorldCoder-Bench, a comprehensive benchmark and evaluation protocol for testing LLMs' ability to autonomously generate complex, physically grounded, and interactive 3D web worlds.
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cs.CVcs.AIRecentMay 28, 2026