Author

Guan-Xu Yu

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#artificial intelligence Preprint Sep 2026

Zero2Repo: Can Coding Agents Build Repositories from Scratch?

Coding agents are increasingly asked to build software rather than patch it, yet benchmarks for from-scratch repository construction are mostly limited to a single language and depend on manually curated tasks. We introduce Zero2Repo, a benchmark in which an agent receives a product requirements document, an interface...

Pei Yang, Tian-Yu Shi, Yu-Hang Yao et al. · 0 citations

#machine learning Preprint Sep 2026

Visual Jev: Accurate and Efficient Decisions from Shared Visual Context

Many vision applications ask several independent, forced-choice questions about the same image. Visual Jev encodes the image and public context once, executes isolated question suffixes as a batch, and reads candidate probabilities from the backbone's language-model head. Across four benchmarks, answer-supervised post-...

Guan-Xu Yu, Yu-Hang Yao · 5 citations · ⚡1