Hua Wei
2 indexed papers
Recent (6 mo)
2With code
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226
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ML×2AI×2NLP×1Vision×1Multimedia×1
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2026
HLL: Can Agents Cross Humanity's Last Line of Verification?
The paper introduces HLL, a benchmark that tests if multimodal agents can successfully substitute for human verification (like CAPTCHA) in complex, real-world workflows, finding that current agents are still brittle and fail under realistic conditions.
DADiff: Diffusion-Driven Cross-Domain Policy Adaptation for Reinforcement Learning
This paper introduces DADiff, a diffusion-based framework for domain adaptation in reinforcement learning, which estimates dynamics mismatch based on generative trajectory deviation.
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Papers
cs.LGcs.AIEmpiricalRecentJul 17, 2026
DADiff: Diffusion-Driven Cross-Domain Policy Adaptation for Reinforcement Learning
This paper introduces DADiff, a diffusion-based framework for domain adaptation in reinforcement learning, which estimates dynamics mismatch based on generative trajectory deviation.
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cs.AIcs.CLcs.CVRecent