张智帅博士Zhishuai ZhangPhD

张智帅，现于瑞士苏黎世联邦理工学院（ETH Zurich）的集成系统实验室与人工智能中心从事博士后研究。曾任 MiniMax 10x Fellowship 研究员。分别于 2021 年和 2026 年获得清华大学电子工程系学士和博士学位。曾获 IEEE Solid-State Circuits Society 学生电路设计竞赛奖、ISSCC Jack Kilby Outstanding Student Paper Award、ISSCC Student Travel Grant Award 等国际奖项，并获国家自然科学基金青年学生基础研究项目（博士研究生）等资助与荣誉。

研究方向

大语言模型评测与后训练

面向芯片设计任务的智能体评测与后训练：构建电路推理与设计能力的专家标注基准，并研究将模型适配到数字/模拟/混合信号电路设计任务的后训练方法。

面向芯片设计的智能体工程

以 Virtuoso-Bridge 等开源基础设施连接 LLM Agent 与 Cadence Virtuoso，把重复性手工作业转化为自动化工作流。

数模混合信号集成电路设计

SAR ADC、Pipe-SAR ADC、新型放大器等；可编程 A/D 转换器阵列的架构重构与多模式并发。

教育与工作经历

2026.08 –
苏黎世联邦理工学院（ETH Zürich）
集成系统实验室 & ETH 人工智能中心
博士后研究员
2026.06 – 2026.08
MiniMax（上海稀宇科技有限公司）
10x Team 研究员（Fellowship）
2021 – 2026
清华大学
电子工程系
直博 · 工学博士
导师孙楠 (Nan Sun)
2025.08 – 2026.01
苏黎世联邦理工学院（ETH Zürich）
访问研究
导师Taekwang Jang
2017 – 2021
清华大学
电子工程系
本科 · 学士
导师孙楠 (Nan Sun)
2018.06 – 2018.08
香港大学
访问研究
导师Ngai Wong

学术论文

Long-Horizon Analog Design Bench: Benchmarking Agents on Hours-Long Analog and Mixed-Signal Circuit Design Tasks
Zhishuai Zhang, Analog Design Bench Team
arXiv preprint2026年9月
arXiv 谷歌学术项目主页 →
A 0.0035mm² 86dB-SNR 1.25MHz-BW Noise-Shaping SAR ADC Enabling kT/C Noise Shaping
Xing Wang, Zhishuai Zhang, Yi Zhong, Nan Sun, Lu Jie
IEEE Journal of Solid-State Circuits (JSSC)2026年6月 · Featured Paper
DOI IEEE 谷歌学术
Live Demonstration: LLM-Based Agent for Interactive Multi-Process I/O Schematic and Layout Generation
Zhishuai Zhang*, Zengchun Chen*, Xintian Li*, Shilong Liu, Aodong Zhang, Lu Jie, Nan Sun
IEEE International Symposium on Circuits and Systems (ISCAS)2026年5月
DOI IEEE 谷歌学术
SpecMind: Automated and Interpretable Multi-Agent Diagnosis of Analog-to-Digital Converter (ADC) Failures
Zhishuai Zhang*, Kezhuo Liu*, Aodong Zhang, Shilong Liu, Nan Sun, Lu Jie
International Symposium of EDA (ISEDA)2026年5月
谷歌学术
AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design
Zhishuai Zhang*, Xintian Li*, Shilong Liu, Aodong Zhang, Lu Jie, Nan Sun
AAAI Conference on Artificial Intelligence (AAAI)2026年3月 · CCF-A
DOI AAAI arXiv 谷歌学术
A 13b 500MS/s 94dB-SFDR Resistive-Input Pipelined-SAR ADC with Linear and Efficient Current-Buffer-Based Integrating Sampler
Xiyu He, Mingyang Gu, Yunsong Tao, Siyu Huang, Zhishuai Zhang, Yi Zhong, Nan Sun, Lu Jie
IEEE International Solid-State Circuits Conference (ISSCC)2026年2月
DOI IEEE 谷歌学术
A Filter-Embedded Pipe-SAR ADC with Progressive Conversion and Floating Charge Transfer Amplifier
Siyu Huang, Zhishuai Zhang, Xiyu He, Lu Jie
IEEE Journal of Solid-State Circuits, vol. 60, no. 12, pp. 4503–45142025年12月
DOI IEEE 谷歌学术
A Heterogeneous Programmable A/D Converter Array Achieving over 170dB FoMs for 2-500MHz BW and 81.4-58.7dB SNDR
Zhishuai Zhang, Siyu Huang, Mingyang Gu, Xiyu He, Yunsong Tao, C. Xing, G. Long, Yi Zhong, Nan Sun, Lu Jie
IEEE Asian Solid-State Circuits Conference (A-SSCC)2025年11月
DOI IEEE 谷歌学术
Programmable Analog-to-Digital Converter Array Supporting Architecture Restructuring and Mode Concurrency
Zhishuai Zhang, Mingtao Zhan, Zijie Gao, Siyu Huang, Mingyang Gu, Yunsong Tao, Xiyu He, Chitian Yuan, Yi Zhong, Nan Sun, Lu Jie
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 72, no. 10, pp. 5351–53642025年10月 · Highlight Paper
DOI IEEE 谷歌学术
A 0.0035mm² 86dB-SNR 1.25MHz-BW Noise-Shaping SAR ADC Enabling kT/C Noise Shaping
Xing Wang, Zhishuai Zhang, Yi Zhong, Nan Sun, Lu Jie
IEEE Symposium on VLSI Technology and Circuits2025年6月
DOI IEEE 谷歌学术
A Hierarchical Compilation Method for Programmable Analog-to-Digital Converter Arrays
Zhishuai Zhang, Siyu Huang, Yi Zhong, Nan Sun, Lu Jie
IEEE International Symposium on Circuits and Systems (ISCAS)2025年5月
DOI IEEE 谷歌学术
Live Demonstration: A Programmable A/D Converter Array with Interactive Compiler
Zhishuai Zhang*, Chitian Yuan*, Jiantao Li, Kun Lin, Yi Zhong, Nan Sun, Lu Jie
IEEE International Symposium on Circuits and Systems (ISCAS)2025年5月
DOI IEEE 谷歌学术
A 0.16mm² 450MHz-BW 72dB-SNDR Continuous-Time Pipeline ADC with APF+HPF and APF+FIR Hybrid Delay Alignment Techniques
Heyang Zhao*, Yuxuan He*, Yunsong Tao, Zhishuai Zhang, Yi Zhong, Lu Jie, Nan Sun
IEEE Custom Integrated Circuits Conference (CICC)2025年4月
DOI IEEE 谷歌学术
Super-saturated complementary carbon nanotube transistors with intrinsic gain singularities
Guanhua Long, Yuru Wang, Tianshun Bai, Wangchang Li, Panpan Zhang, Xiaosong Deng, Xiang Cai, Meiqi Xi, Yanxia Lin, Xiaohan Cheng, Chenwei Fan, Fan Xia, Xiao Luo, Zhishuai Zhang, Xuelei Liang, Zhiyong Zhang, Nan Sun, Lian-Mao Peng, Youfan Hu
Nature Communications, vol. 16, 33902025年4月
DOI Nature 谷歌学术
A 70dB-SNDR 80MHz-BW Filter-Embedded Pipe-SAR ADC Achieving 172dB FoMs with Progressive Conversion and Floating Charge-Transfer Amplifier
Siyu Huang, Zhishuai Zhang, Xiyu He, Mingyang Gu, Yunsong Tao, Yi Zhong, Nan Sun, Lu Jie
IEEE International Solid-State Circuits Conference (ISSCC)2025年2月
DOI IEEE 谷歌学术
An 8b 10GS/s 2-Channel Time-Interleaved Pipelined ADC with Concurrent Residue Transfer and Quantization, and Automatic Buffer Power Gating
Yunsong Tao, Mingtao Zhan, Mingyang Gu, Xiyu He, Yuxuan He, Zhishuai Zhang, Yi Zhong, Lu Jie, Nan Sun
IEEE International Solid-State Circuits Conference (ISSCC)2025年2月
DOI IEEE 谷歌学术
A 1GS/s 6-Core Programmable A/D Converter Array Supporting Architecture Restructuring and Multitasking
Zhishuai Zhang, Zijie Gao, Siyu Huang, Nan Sun, Lu Jie
IEEE Custom Integrated Circuits Conference (CICC)2023年4月
DOI IEEE 谷歌学术

第一作者 / 共同第一作者 9

Long-Horizon Analog Design Bench: Benchmarking Agents on Hours-Long Analog and Mixed-Signal Circuit Design Tasks
Zhishuai Zhang, Analog Design Bench Team
arXiv preprint2026年9月
arXiv 谷歌学术项目主页 →
Live Demonstration: LLM-Based Agent for Interactive Multi-Process I/O Schematic and Layout Generation
Zhishuai Zhang*, Zengchun Chen*, Xintian Li*, Shilong Liu, Aodong Zhang, Lu Jie, Nan Sun
IEEE International Symposium on Circuits and Systems (ISCAS)2026年5月
DOI IEEE 谷歌学术
SpecMind: Automated and Interpretable Multi-Agent Diagnosis of Analog-to-Digital Converter (ADC) Failures
Zhishuai Zhang*, Kezhuo Liu*, Aodong Zhang, Shilong Liu, Nan Sun, Lu Jie
International Symposium of EDA (ISEDA)2026年5月
谷歌学术
AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design
Zhishuai Zhang*, Xintian Li*, Shilong Liu, Aodong Zhang, Lu Jie, Nan Sun
AAAI Conference on Artificial Intelligence (AAAI)2026年3月 · CCF-A
DOI AAAI arXiv 谷歌学术
A Heterogeneous Programmable A/D Converter Array Achieving over 170dB FoMs for 2-500MHz BW and 81.4-58.7dB SNDR
Zhishuai Zhang, Siyu Huang, Mingyang Gu, Xiyu He, Yunsong Tao, C. Xing, G. Long, Yi Zhong, Nan Sun, Lu Jie
IEEE Asian Solid-State Circuits Conference (A-SSCC)2025年11月
DOI IEEE 谷歌学术
Programmable Analog-to-Digital Converter Array Supporting Architecture Restructuring and Mode Concurrency
Zhishuai Zhang, Mingtao Zhan, Zijie Gao, Siyu Huang, Mingyang Gu, Yunsong Tao, Xiyu He, Chitian Yuan, Yi Zhong, Nan Sun, Lu Jie
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 72, no. 10, pp. 5351–53642025年10月 · Highlight Paper
DOI IEEE 谷歌学术
A Hierarchical Compilation Method for Programmable Analog-to-Digital Converter Arrays
Zhishuai Zhang, Siyu Huang, Yi Zhong, Nan Sun, Lu Jie
IEEE International Symposium on Circuits and Systems (ISCAS)2025年5月
DOI IEEE 谷歌学术
Live Demonstration: A Programmable A/D Converter Array with Interactive Compiler
Zhishuai Zhang*, Chitian Yuan*, Jiantao Li, Kun Lin, Yi Zhong, Nan Sun, Lu Jie
IEEE International Symposium on Circuits and Systems (ISCAS)2025年5月
DOI IEEE 谷歌学术
A 1GS/s 6-Core Programmable A/D Converter Array Supporting Architecture Restructuring and Multitasking
Zhishuai Zhang, Zijie Gao, Siyu Huang, Nan Sun, Lu Jie
IEEE Custom Integrated Circuits Conference (CICC)2023年4月
DOI IEEE 谷歌学术

共同作者 8

A 0.0035mm² 86dB-SNR 1.25MHz-BW Noise-Shaping SAR ADC Enabling kT/C Noise Shaping
Xing Wang, Zhishuai Zhang, Yi Zhong, Nan Sun, Lu Jie
IEEE Journal of Solid-State Circuits (JSSC)2026年6月 · Featured Paper
DOI IEEE 谷歌学术
A 13b 500MS/s 94dB-SFDR Resistive-Input Pipelined-SAR ADC with Linear and Efficient Current-Buffer-Based Integrating Sampler
Xiyu He, Mingyang Gu, Yunsong Tao, Siyu Huang, Zhishuai Zhang, Yi Zhong, Nan Sun, Lu Jie
IEEE International Solid-State Circuits Conference (ISSCC)2026年2月
DOI IEEE 谷歌学术
A Filter-Embedded Pipe-SAR ADC with Progressive Conversion and Floating Charge Transfer Amplifier
Siyu Huang, Zhishuai Zhang, Xiyu He, Lu Jie
IEEE Journal of Solid-State Circuits, vol. 60, no. 12, pp. 4503–45142025年12月
DOI IEEE 谷歌学术
A 0.0035mm² 86dB-SNR 1.25MHz-BW Noise-Shaping SAR ADC Enabling kT/C Noise Shaping
Xing Wang, Zhishuai Zhang, Yi Zhong, Nan Sun, Lu Jie
IEEE Symposium on VLSI Technology and Circuits2025年6月
DOI IEEE 谷歌学术
A 0.16mm² 450MHz-BW 72dB-SNDR Continuous-Time Pipeline ADC with APF+HPF and APF+FIR Hybrid Delay Alignment Techniques
Heyang Zhao*, Yuxuan He*, Yunsong Tao, Zhishuai Zhang, Yi Zhong, Lu Jie, Nan Sun
IEEE Custom Integrated Circuits Conference (CICC)2025年4月
DOI IEEE 谷歌学术
Super-saturated complementary carbon nanotube transistors with intrinsic gain singularities
Guanhua Long, Yuru Wang, Tianshun Bai, Wangchang Li, Panpan Zhang, Xiaosong Deng, Xiang Cai, Meiqi Xi, Yanxia Lin, Xiaohan Cheng, Chenwei Fan, Fan Xia, Xiao Luo, Zhishuai Zhang, Xuelei Liang, Zhiyong Zhang, Nan Sun, Lian-Mao Peng, Youfan Hu
Nature Communications, vol. 16, 33902025年4月
DOI Nature 谷歌学术
A 70dB-SNDR 80MHz-BW Filter-Embedded Pipe-SAR ADC Achieving 172dB FoMs with Progressive Conversion and Floating Charge-Transfer Amplifier
Siyu Huang, Zhishuai Zhang, Xiyu He, Mingyang Gu, Yunsong Tao, Yi Zhong, Nan Sun, Lu Jie
IEEE International Solid-State Circuits Conference (ISSCC)2025年2月
DOI IEEE 谷歌学术
An 8b 10GS/s 2-Channel Time-Interleaved Pipelined ADC with Concurrent Residue Transfer and Quantization, and Automatic Buffer Power Gating
Yunsong Tao, Mingtao Zhan, Mingyang Gu, Xiyu He, Yuxuan He, Zhishuai Zhang, Yi Zhong, Lu Jie, Nan Sun
IEEE International Solid-State Circuits Conference (ISSCC)2025年2月
DOI IEEE 谷歌学术

著作与专利

著作与教材 4

独立作者SAR ADC 入门教程：混合信号集成电路设计工程师之旅——让我们从 SAR ADC 开始已售出 500+ 份
参编《现代模拟集成电路设计》用于清华大学相关课程教学；累计销售 5000+ 册，获评清华大学出版社 2024 年年度好书
参编《现代模拟数字转换器设计》用于清华大学相关课程教学
参编《数字逻辑与处理器基础》用于清华大学相关课程教学

发明专利 9

发明人	名称	公开号	公开日期
张智帅、揭路、孙楠	一种输入缓冲器的线性度检测系统	CN121441285A	2026-01-30
张智帅、揭路、孙楠	一种基于数据控制的输入缓冲器的失真补偿电路	CN121441289A	2026-01-30
张智帅、王歆窈、揭路、孙楠	用于扩展电压轨的升压开关电路、模数转换器模块、运算芯片、电子设备	CN121261527A	2026-01-02
张智帅、王歆窈、揭路、孙楠	利用降压电荷泵供电的放大器、比较器模块、模数转换器、运算芯片及电子设备	CN121261648A	2026-01-02
张智帅、王歆窈、揭路、孙楠	多级放大器、模数转换器及电子设备	CN120979448A	2025-11-18
张智帅、王歆窈、揭路、孙楠	升压电荷泵供电的输入缓冲器、模数转换器模块、运算芯片、电子设备	CN120979166A	2025-11-18
张智帅、揭路、孙楠	异构模数转换器、信号处理装置及电子设备	CN120880449A	2025-10-31
张智帅、揭路、孙楠	余差信号接收电路、传输电路、处理电路、模数转换器、处理装置及设备	CN120880448A	2025-10-31
揭路、张智帅、孙楠、张燕华	一种模数转换器、信号处理装置及设备	CN118783962A	2024-10-15