2 papers
cs.CL2026
AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents
Sharareh Younesian, Wenwen Ouyang, Sina Rafati +11
GPU kernel optimization is increasingly critical for efficient deep learning systems, but writing high-performance kernels still requires substantial low-level expertise. Recent AI…
cs.LG2025
Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach
Alireza Ghaffari, Sharareh Younesian, Boxing Chen +2
As Large Language Models (LLMs) become increasingly computationally complex, developing efficient deployment strategies, such as quantization, becomes crucial. State-of-the-art Pos…