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Author

Ziyuan Nan

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#artificial intelligence Preprint Sep 2026

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

This work introduces and releases ScienceBuddy, an interactive scientific research workspace that brings continually improving scientific agents into researchers'everyday workflows and presents case studies of researcher interaction, harness refinement, and model learning, with the benchmark cases spanning four scienti...

Shu-Han Xue, Jian-Yuan Zhong, Ziyuan Nan et al. · 2 citations
#edge computing Open access Aug 2026

Cambricon-FlexLLM: A Flexible Chiplet-Based Hybrid Architecture for On-Device 70B LLM Inference

Deploying advanced large language models on edge devices, such as smartphones and robotics, is a growing trend that enhances user data privacy and network connectivity resilience while preserving intelligent capabilities. However, such a task exhibits single-batch computing with incredibly low arithmetic intensity, whi...

Tianyun Ma, Qian Wang, Sheng-Wen Liang et al. · 0 citations

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