刘乘杰

教育背景

2023-至今 | 博士研究生，南京大学智能传感与通信实验室 (ISCL)

导师：杜力教授、杜源教授

2019-2023 | 学士学位，南京大学电子科学与工程学院

研究经历

研究实习生，国家集成电路设计自动化技术创新中心 (NCTIEDA)

导师：杨军教授

研究方向

知识驱动的模拟集成电路敏捷设计、面向电路设计的AI/大语言模型、基于扩散模型的电路生成、面向EDA的多智能体系统

发表论文

注：Chengjie Liu表示作者姓名。

预印本

• LADAC: Large Language Model-driven Auto-Designer for Analog Circuits
  Chengjie Liu, Yijiang Liu, Yuan Du, and Li Du*
  TechRxiv, 2024
• AmpAgent: An LLM-based Multi-Agent System for Multi-stage Amplifier Schematic Design from Literature for Process and Performance Porting
  Chengjie Liu, Weiyu Chen, Anlan Peng, Yuan Du, Yang Jun, and Li Du*
  arXiv:2409.14739, 2024

期刊论文

• IC + AI: A no-human-in-loop design paradigm?
  Chengjie Liu, and Jun Yang*
  Science China - Information Science, 2025
• A Contactless Glucose Solution Concentration Measurement System Based on Improved High Accurate FMCW Radar Algorithm
  Chengjie Liu, Yuan Du, and Li Du*
  Sensors (MDPI), Vol. 22, No. 11, 2022

会议论文

• DiffCkt: A Diffusion Model-Based Hybrid Neural Network Framework for Automatic Transistor-Level Generation of Analog Circuits
  Chengjie Liu, Jiajia Li, Yabing Feng, Wenhao Huang, Weiyu Chen, Yuan Du, Jun Yang, and Li Du*
  IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2025
• A Large Language Model-based Multi-Agent Framework for Analog Circuits' Sizing Relationships Extraction
  Chengjie Liu, Weiyu Chen, Huiyao Xu, Yuan Du, Jun Yang, and Li Du*
  International Symposium on EDA (ISEDA), 2025
• PARADIGM: Pareto-Optimized Analog Design via Intelligent Database-Guided Methodology
  Anlan Peng, Chengjie Liu, Yuan Du, and Li Du*
  International Symposium on EDA (ISEDA), 2026
• Late Breaking Results: LLM-Guided Deferred Shape Exploration for Signal-Flow-Driven Analog Floorplanning
  Yu Chen, Fuxing Huang, Chengjie Liu, Xi Wang, and Ziran Zhu*
  Design Automation Conference (DAC), 2026
• Image2Net: Datasets, Benchmark and Hybrid Framework to Convert Analog Circuit Diagrams into Netlists
  Haohang Xu, Chengjie Liu, Qihang Wang, Wenhao Huang, Yongjian Xu, Weiyu Chen, Anlan Peng, Zhijun Li, Bo Li, Lei Qi, Jun Yang, Yuan Du, and Li Du*
  International Symposium on EDA (ISEDA), 2025
• AnalogTester: A Large Language Model-Based Framework for Automatic Testbench Generation in Analog Circuit Design
  Weiyu Chen, Chengjie Liu, Wenhao Huang, Jinyang Lyu, Mingqian Yang, Yuan Du, Li Du*, and Jun Yang
  International Symposium on EDA (ISEDA), 2025
• MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs
  Chenchen Zhao, Zhengyuan Shi, Xiangyu Wen, Chengjie Liu, Yi Liu, Yunhao Zhou, Yuxiang Zhao, Hefei Feng, Yinan Zhu, Waa Gwok-Wan, Xin Cheng, Weiyu Chen, Yongqi Fu, Chujie Chen, Chenhao Xue, Ying Wang, Yibo Lin, Jun Yang, Ning Xu, Xi Wang and Qiang Xu*
  IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2025
• A Novel CNN-Based Design Framework for Incorporating Electrical Chip-Package Interaction with Application to Bandgap Reference Design
  Zilj Zhao, Chengjie Liu, Zhonglei Yang, Pengxiang Li, Zhaohan Wang, Yaling Li, Chengao Zhang, and Lixin Ge*
  International Symposium on EDA (ISEDA), 2026

荣誉奖项

• 全国百名研究生共产党员标兵，2026
• 南京大学栋梁特等奖学金，2022
• 南京大学2023年度人物，2023

教学经历

• 教学助教，大语言模型在芯片设计领域的应用与实践，南京大学秋季学期

学术影响力

• 总引用超过100次（Google Scholar）
• LADAC工作被多项研究认为是首个将LLM Agent用于模拟电路设计的工作