Author

Terry Yue Zhuo

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Preprint Aug 2026

Execution-Anchored Hallucination Calibration Reranking for Verilog Code Generation

EAHC is proposed, an Execution-Anchored Hallucination Calibration reranking framework that anchors reasoning judgments to execution behavior so that execution-equivalent candidates receive consistent scores, which implements a dual-channel architecture.

Guang Yang, Xing Hu, Xiang Chen et al. · 0 citations

#artificial intelligence Review Open access Oct 2025

Large Language Model for Verilog Code Generation: Literature Review and the Road Ahead

This review provides a systematic literature review of LLM-based Verilog code generation, analyzing 102 papers (70 published and 32 high-quality preprints) from SE, AI, and EDA venues and outlines a roadmap highlighting potential opportunities in LLM-assisted hardware design.

Guang Yang, Wei Zheng, Xiang Chen et al. · ACM Computing Surveys · 11 citations · ⚡1