Author

Chenyang Yang

2 papers indexed here

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Review Oct 2026

3DCodeEdit: Benchmarking Instruction-Guided 3D Program Editing

Language models increasingly create 3D content through code, with practical workflows often relying on editing existing programs rather than regenerating them, for speed and precise control. Such edits require understanding what a program builds and foreseeing how a change reshapes it, yet prior benchmarks mostly evalu...

Bin-Jie Wang, Xin-Ran Zhao, Shoubin Yu et al. · 0 citations

Jul 2026

Better Harnesses, Smaller Models: Building 90% Cheaper Agents via Automated Harness Adaptation

This work creates a framework that maps agent failure modes to harness adaptation strategies, and builds a harness optimizer that automatically discovers effective adaptations from failure trajectories, suggesting that harness adaptation can expand the practical deployment range of SLM agents in routine business tasks.

Chenyang Yang, Xin-Ran Zhao, Tongshuang Wu et al. · arXiv.org · 5 citations · ⚡2