Author

Cang-Zhou Yuan

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Jul 2026

SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving

This work presents SpecBox, a runtime built around speculative sandbox preallocation tailored for dynamic LLM agent execution pipelines, and implements keyword matching and streaming semantic embedding to enable intent-driven sandbox prewarming, which identifies pending tool execution demands mid-LLM token generation a...

Yi-Hui Zhang, Tian-Yu Wo, Jing-Hao Wang et al. · arXiv.org · 1 citation

Open access Jul 2026

A pangenome of tetraploid wheat reveals the genetic architecture underlying domestication and genomic diversity for breeding

A pangenome of tetraploid wheat constructed from 12 de novo genome assemblies spanning all 10 recognized tetraploid wheat subspecies, integrating with whole-genome sequencing data, highlights genetic variation associated with agricultural traits.

Jian-Xin Bian, Guang Yang, Dong Xu et al. · Nature Genetics · 0 citations