Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
KLineage: Recovering the Missing When of Kernel Optimization by Deoptimizing Experts
Shuoming Zhang, Qiuchu Yu, Yangyu Zhang +11
LLM-based agents are increasingly used to generate GPU kernels, but they often struggle to determine when an optimization is sound because its required code state and dependencies…
cs.AI2026
SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents
Yifan Zhou, Zhentao Zhang, Ziming Cheng +8
As LLM agents are increasingly built around reusable skills, a central challenge is no longer only whether agents can use provided skills, but whether they can generate correct, re…