HTAM: Hierarchical Transition-Attended Memory for Operator Optimization 事件

HTAM: Hierarchical Transition-Attended Memory for Operator Optimization arXiv:2605.29734v1 Announce Type: new Abstract: High-performance GPU kernels are essential for efficient LLM deployment, yet optimizing them remains expertise-intensive. Recent LLM-based code generation makes automatic GPU operator generation promising, but operator optimization remains a hardware-aware search problem. Existing LLM-based methods face a granularity mismatch: coarse hints are reusable but hard to execute, whe