2 papers
cs.PL2026
DVM: A Bytecode Virtual Machine Approach for Dynamic Tensor Computation
Jingzhi Fang, Xiong Gao, Renwei Zhang +6
Dynamism is common in AI computation, e.g., the dynamic tensor shapes and the dynamic control flows in models. Due to the long compilation time, existing runtime compilation damage…
cs.AI2025
AKG kernel Agent: A Multi-Agent Framework for Cross-Platform Kernel Synthesis
Jinye Du, Quan Yuan, Zuyao Zhang +16
Modern AI models demand high-performance computation kernels. The growing complexity of LLMs, multimodal architectures, and recommendation systems, combined with techniques like sp…