الباحثون

Shuai Bai

المنشورات 2

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DepthEvidence: Unifying Metric Depth Prediction and Geometric Reasoning in Multimodal Language Models

Jiangning Wei, Yuan Yao, Miaomiao Cui وآخرون · 2026

Spatial reasoning with metric constraints requires linking objects to geometric measurements and preserving their numerical content during language reasoning. We present DepthEvidence, a 4B model that uses its own dense metric predictions as object-grounded evidence for language generation. A camera-conditioned decoder …

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RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents

Shuai Bai, Jiayong Deng, Sicheng Fan وآخرون · 2026

Computer-use agents (CUAs) have advanced along two separate lines: graphical interaction and software development through code and the command line. Real digital work requires both, interleaved rather than stacked end to end. We study hybrid CUAs that autonomously decide when to explore an interface, implement software …

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