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Mingjie Liu — most-cited papers & profile · Large Language Models
← authors
·
overview
Mingjie Liu
21
papers ·
368
citations ·
11
h-index
Qingdao University · Shaoguan University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Verilogeval: Evaluating Large Language Models For Verilog Code Generation
2023 · 348 citations
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
2026
Spec2RTL-Agent: Automated Hardware Code Generation from Complex Specifications Using LLM Agent Systems
2025
BroRL: Scaling Reinforcement Learning via Broadened Exploration
2025
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
2025
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025
ChipNeMo: Domain-Adapted LLMs for Chip Design
2023
Top co-authors
Jan Kautz
· 4
Shizhe Diao
· 4
Ximing Lu
· 4
Yejin Choi
· 4
Pavlo Molchanov
· 3
Yi Dong
· 3
Brucek Khailany
· 2
Haoxing Ren
· 2
Hongxu Yin
· 2
Jian Hu
· 2
Nathaniel Pinckney
· 2
Xin Dong
· 2
Topics
Training Techniques
Efficiency
Reinforcement Learning
In-Context Learning
Code
Evaluation
Fine-Tuning
Agentic
Prompting
Model Architecture