Ming-Yen Lee

PhD student, School of Electrical and Computer Engineering, Georgia Institute of Technology

Joined

May 2025

Names

Ming-Yen Lee (Preferred)

Mingyen Lee

Emails

****@gatech.edu (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

School of Electrical and Computer Engineering, Georgia Institute of Technology (gatech.edu)

2024 – Present

MS student

Tsinghua University (mails.tsinghua.edu.cn)

2021 – 2024

Undergrad student

Tsinghua University (mails.tsinghua.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Shimeng Yu

2024 – 2029

Expertise

Software-hardware co-design for emerging AI model

Present

Publications

DCiROM: A Fully Digital Compute-in-ROM Design Approach to High Energy Efficiency of DNN Inference at Task Level
Tianyi Yu, Tianyu Liao, Mufeng Zhou, Xiaotian Chu, Guodong Yin, Mingyen Lee, Yongpan Liu, Huazhong Yang, Xueqing Li
- ASP-DAC 2025
- Readers: Everyone
Cramming More Weight Data Onto Compute-in-Memory Macros for High Task-Level Energy Efficiency Using Custom ROM With 3984-kb/mmDensity in 65-nm CMOS
Guodong Yin, Yiming Chen, Mufeng Zhou, Wenjun Tang, Mingyen Lee, Zekun Yang, Tianyu Liao, Xirui Du, Vijaykrishnan Narayanan, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li
- IEEE J. Solid State Circuits 2024
- Readers: Everyone
GRAPHIC: Gather and Process Harmoniously in the Cache With High Parallelism and Flexibility
Yiming Chen, Mingyen Lee, Guohao Dai, Mufeng Zhou, Nagadastagiri Challapalle, Tianyi Wang, Yao Yu, Yongpan Liu, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
- IEEE Trans. Emerg. Top. Comput. 2024
- Readers: Everyone
ZEBRA: A Zero-Bit Robust-Accumulation Compute-In-Memory Approach for Neural Network Acceleration Utilizing Different Bitwise Patterns
Yiming Chen, Guodong Yin, Hongtao Zhong, Mingyen Lee, Huazhong Yang, Sumitha George, Vijaykrishnan Narayanan, Xueqing Li
- ASPDAC 2024
- Readers: Everyone
A 28nm 8928Kb/mm-Weight-Density Hybrid SRAM/ROM Compute-in-Memory Architecture Reducing >95% Weight Loading from DRAM
Guodong Yin, Yiming Chen, Mingyen Lee, Xirui Du, Yue Ke, Wenjun Tang, Zhonghao Chen, Mufeng Zhou, Jinshan Yue, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li
- CICC 2024
- Readers: Everyone
SAMBA: Single-ADC Multi-Bit Accumulation Compute-in-Memory Using Nonlinearity- Compensated Fully Parallel Analog Adder Tree
Yiming Chen, Guodong Yin, Mufeng Zhou, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li
- IEEE Trans. Circuits Syst. I Regul. Pap. 2023
- Readers: Everyone
FAST: A Fully-Concurrent Access SRAM Topology for High Row-Wise Parallelism Applications Based on Dynamic Shift Operations
Yiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li
- IEEE Trans. Circuits Syst. II Express Briefs 2023
- Readers: Everyone
Victor: A Variation-resilient Approach Using Cell-Clustered Charge-domain computing for High-density High-throughput MLC CiM
Mingyen Lee, Wenjun Tang, Yiming Chen, Juejian Wu, Hongtao Zhong, Yixin Xu, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
- DAC 2023
- Readers: Everyone
FeFET-Based Logic-in-Memory Supporting SA-Free Write-Back and Fully Dynamic Access With Reduced Bitline Charging Activity and Recycled Bitline Charge
Wenjun Tang, Mingyen Lee, Juejian Wu, Yixin Xu, Yao Yu, Yongpan Liu, Kai Ni, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li
- IEEE Trans. Circuits Syst. I Regul. Pap. 2023
- Readers: Everyone
Hidden-ROM: A Compute-in-ROM Architecture to Deploy Large-Scale Neural Networks on Chip with Flexible and Scalable Post-Fabrication Task Transfer Capability
Yiming Chen, Guodong Yin, Mingyen Lee, Wenjun Tang, Zekun Yang, Yongpan Liu, Huazhong Yang, Xueqing Li
- ICCAD 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 34 co-authors