Large Knowledge Model: From Papers to a Scientific Reasoning Landscape
Yuan Huang, Si-Han Hu, Hong-Yu Gu et al.
· 0 citations
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AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Large Knowledge Model: A Knowledge Foundation for Agentic Science at Scale
Agentic science envisions many autonomous agents investigating concurrently while building on a shared, evolving body of scientific knowledge. This requires a knowledge foundation that supports high-concurrency access, preserves traceable and reusable reasoning, and grows incrementally. We propose the Large Knowledge M...
Yuan Huang, Si-Han Hu, Hong-Yu Gu et al.
· 0 citations
Preprint
Aug 2026
Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance
RSTG (Recovering Learning Signals via Adaptive Teacher Guidance), which applies distillation selectively and precisely where it matters most, and substantially outperforms naive GRPO+OPD.
Zhuo-Wen Han, Jinwei Xiao, Zhengxi Lu et al.
· 4 citations