Jieru Zhao

Native sparse attention has emerged as a promising approach for efficient long-context LLM inference without compromising accuracy. While it significantly reduces the attention computation and KV cache access costs, the KV cache size exhibits steeper linear growth with the context length. As a re...

High-Level Synthesis (HLS) improves IC development productivity by enabling hardware design from C-like languages. However, strict coding constraints and design-specific optimizations limit its widespread adoption. While recent efforts employ large language models (LLMs) to assist HLS design, the...