Limin Cheng — accepted AI-conference papers

2026

CLAM-Bench: Benchmarking LLM Agents for Library-Scale Cross-Architecture Migration

Weijia Li, KE GAO, Jiajie Li, Han Sun, Yuhe Ding, Yongdong Mai +8

ICML 2026poster

Cross-architecture migration of high-performance libraries dictates ecosystem readiness on emerging hardware. The challenge is twofold: disentangling library-scale dependencies and performance-critical kernels with ISA-specific SIMD intrinsics, often trading migration speed for peak performance. Whi…

Cited by 0 Source ↗Scholar ↗

2024

AutoOS: Make Your OS More Powerful by Exploiting Large Language Models

Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li +6

ICML 2024poster

With the rapid development of Artificial Intelligence of Things (AIoT), customizing and optimizing operating system (OS) kernel configurations for various AIoT application scenarios is crucial for maximizing system performance. However, existing approaches falter due to the overwhelming problem comp…

Cited by 3 Source ↗PDF ↗Scholar ↗