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Nathaniel Pinckney — most-cited papers & profile · AI for Code
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overview
Nathaniel Pinckney
7
papers ·
24
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
VerilogEval: Evaluating Large Language Models for Verilog Code Generation
2023 · 17 citations
Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation
2024 · 5 citations
Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification
2025 · 1 citations
ACE-RTL: When Agentic Context Evolution Meets RTL-Specialized LLMs
2026
GRPO with State Mutations: Improving LLM-Based Hardware Test Plan Generation
2026
Top co-authors
Haoxing Ren
· 3
Brucek Khailany
· 2
Brucek Khailany
· 2
Chia-Tung Ho
· 2
Guan-Ting Liu
· 2
and Brucek Khailany
· 1
Chenhui Deng
· 1
Chenhui Deng
· 1
Chenhui Deng
· 1
Christopher Batten
· 1
Dimple Vijay Kochar
· 1
Haoxing Ren
· 1
Topics
Code Generation
Code Models
Testing
Bug Detection
Code Translation
Code Understanding
Program Repair
Software Engineering