Tianrui Ma

Assistant Professor, Institute of Computing Technology, Chinese Academy of Sciences

Joined

October 2024

Names

Tianrui Ma (Preferred)

Emails

****@wustl.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Assistant Professor

Institute of Computing Technology, Chinese Academy of Sciences (ict.ac.cn)

2024 – Present

PhD student

Washington University in Saint Louis (wustl.edu)

2019 – 2024

Undergrad student

Beihang University (buaa.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Xuan Zhang

2019 – 2024

Expertise

visual computing

Present

AI hardware

Present

EDA

Present

computer architecture

Present

Publications

Hardwired-Neurons Language Processing Units as General-Purpose Cognitive Substrates
Yang Liu, Yi Chen, Yongwei Zhao, Yifan Hao, Zifu Zheng, Weihao Kong, Zhangmai Li, Dongchen Jiang, Ruiyang Xia, Zhihong Ma, Zisheng Liu, Zhaoyong Wan, Yunqi Lu, Ximing Liu, Hongrui Guo, Zhihao Yang, Zhe Wang, Tianrui Ma, Mo Zou, Rui Zhang et al. (7 additional authors not shown)
- CoRR 2025
- Readers: Everyone
LeCA: In-Sensor Learned Compressive Acquisition for Efficient Machine Vision on the Edge
Adith Boloor, Tianrui Ma, Xiangxing Yang, Weidong Cao, Patrick Williams, Nan Sun, Ayan Chakrabarti, Xuan Zhang
- ISCA '23: Proceedings of the 50th Annual International Symposium on Computer Architect
- Readers: Everyone
PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation
Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang
- 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
- Readers: Everyone
QiMeng: Fully Automated Hardware and Software Design for Processor Chip
Rui Zhang, Yuanbo Wen, Shuyao Cheng, Di Huang, Shaohui Peng, Jiaming Guo, Pengwei Jin, Jiacheng Zhao, Tianrui Ma, Yaoyu Zhu, Yifan Hao, Yongwei Zhao, Shengwen Liang, Ying Wang, Xing Hu, Zidong Du, Huimin Cui, Ling Li, Qi Guo, Yunji Chen
- CoRR 2025
- Readers: Everyone
RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization With Knowledge-Infused Reinforcement Learning
Weidong Cao, Jian Gao, Tianrui Ma, Rui Ma, Mouhacine Benosman, Xuan Zhang
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
- Readers: Everyone
SEAL: A Single-Event Architecture for In-Sensor Visual Localization
Ryan Hou, Thomas Twomey, Vasileios Milionis, Evangelos Dikopoulos, Tianrui Ma, Yuhao Zhu, Georgios Tzimpragos
- ISCA 2025
- Readers: Everyone
SNAPPIX: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision
Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu
- DAC 2025
- Readers: Everyone
PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation
Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang
- WACV 2025
- Readers: Everyone
HARD: Hardening Real-Time Scheduling and Analysis for Accelerator Enabled Computing
Yinchen Ni, Tianrui Ma, Jintao Chen, Chongye Yang, Siwei Ye, Yuankai Xu, Yier Jin, An Zou
- RTAS 2025
- Readers: Everyone
DenSparSA: A Balanced Systolic Array Approach for Dense and Sparse Matrix Multiplication
Ziheng Wang, Ruiqi Sun, Xin He, Tianrui Ma, An Zou
- DAC 2025
- Readers: Everyone

View all 16 publications

Co-Authors

View all 69 co-authors