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20222026
most citedExploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study

9 citations · 10 across the 3 of their papers we have counts for

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cs.LG2026

Beyond Scaling: Self-Evolving LLM Agents for Hardware Kernel Optimization via an Experience-Driven Workflow and Experience Graph Memory

Siyuan Chen, Runlin Hou, Shenxiu Wu +7

Hardware kernel optimization requires repeated compilation, correctness testing, profiling, and revision. LLM agents can automate parts of this process, and stronger foundation mod…