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Author

Junde Wu

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Jul 2026

J-CoT: Chain-of-Thought in J-Space

Under matched backbone and inference settings, J-CoT-Zero matches or exceeds the strongest evaluated latent-reasoning baseline on every benchmark, while J-CoT-Train obtains the highest score across the evaluated mathematical, scientific, coding, and structured path-reasoning tasks.

Jun-De Wu, Jiayuan Zhu, Feng-Lin Liu et al. · 1 citation
Open access Jul 2026

Addressing benchmarking gaps in large language models for health and medicine with dynamic red-teaming

A Dynamic, Automatic and Systematic red-teaming audit framework that continuously stress-tests LLMs for health across four safety-critical axes: robustness, privacy, bias and hallucination, which provides a scalable framework for surfacing latent risks before such systems are deployed in consumer-facing health assistants and broader clinical workflows.

Jiazhen Pan, Bailiang Jian, Paul Hager et al. · 0 citations

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