2 papers
cs.AR2026
UNISON: A Co-Designed Near-Memory Scheduler of Session KV Residency for LLM Agents
Fan He, Yan Li, Xiaoyang Zeng
Large language models are increasingly composed into agent loops that plan, call tools, and resume the same task after each action. These loops press a shared memory hierarchy hard…
cs.CR2025
Principle-Guided Verilog Optimization: IP-Safe Knowledge Transfer via Local-Cloud Collaboration
Jing Wang, Zheng Li, Lei Li +6
Recent years have witnessed growing interest in adopting large language models (LLMs) for Register Transfer Level (RTL) code optimization. While powerful cloud-based LLMs offer sup…