Tianrui Ma

According to our database, Tianrui Ma authored at least 21 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Systematic Methodology of Modeling and Design Space Exploration for CMOS Image Sensors.

Tianrui Ma, Zhe Gao, Zhe Chen, Ramakrishna Kakarala, Charles Shan, Weidong Cao, Xuan Zhang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2026

SPLATONIC: Architectural Support for 3D Gaussian Splatting SLAM via Sparse Processing.

Xiaotong Huang, He Zhu, Tianrui Ma, Yuxiang Xiong, Fangxin Liu, Zhezhi He, Yiming Gan, Zihan Liu, Jingwen Leng, Yu Feng, Minyi Guo

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

Cambricon-CIM: Enabling Energy-Efficient and Error-Resilient Analog CIM Acceleration via Reformation of Coding Bases.

Hongrui Guo, Tianrui Ma, Zidong Du, Mo Zou, Yifan Hao, Yongwei Zhao, Rui Zhang, Wei Li, Xing Hu, Zhiwei Xu, Qi Guo, Tianshi Chen

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

Hardwired-Neuron 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, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

CommILP: Synthesizing Communication Infrastructure for Domain Computing Platforms.

Qucheng Jiang, Jacob Ginesin, Oscar Kellner, Tianrui Ma, Gunar Schirner

Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

2025

Splatonic: Architecture Support for 3D Gaussian Splatting SLAM via Sparse Processing.

Xiaotong Huang, He Zhu, Tianrui Ma, Yuxiang Xiong, Fangxin Liu, Zhezhi He, Yiming Gan, Zihan Liu, Jingwen Leng, Yu Feng, Minyi Guo

CoRR, November, 2025

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, Ling Li, Xing Hu, Zidong Du, Zhiwei Xu, Qi Guo, Tianshi Chen, Yunji Chen

CoRR, August, 2025

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, June, 2025

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., February, 2025

PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation.

Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

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

Proceedings of the 31st IEEE Real-Time and Embedded Technology and Applications Symposium, 2025

LoRASensE: Learnable Low-Rank Acquisition in Sensors for Efficient Edge Machine Vision.

Yiwen Liang, Zhiqiang Yi, Tianrui Ma, Weidong Cao

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2025

SEAL: A Single-Event Architecture for In-Sensor Visual Localization.

Ryan Hou, Thomas Twomey, Vasileios Milionis, Evangelos Dikopoulos, Tianrui Ma, Yuhao Zhu, Georgios Tzimpragos

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

DenSparSA: A Balanced Systolic Array Approach for Dense and Sparse Matrix Multiplication.

Ziheng Wang, Ruiqi Sun, Xin He, Tianrui Ma, An Zou

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

SNAPPIX: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision.

Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

Cambricon-M: A Fibonacci-Coded Charge-Domain SRAM-Based CIM Accelerator for DNN Inference.

Hongrui Guo, Mo Zou, Yifan Hao, Zidong Du, Erxiang Ren, Yang Liu, Yongwei Zhao, Tianrui Ma, Rui Zhang, Xing Hu, Fei Qiao, Zhiwei Xu, Qi Guo, Tianshi Chen

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling.

Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023

LeCA: In-Sensor Learned Compressive Acquisition for Efficient Machine Vision on the Edge.

Tianrui Ma, Adith Jagadish Boloor, Xiangxing Yang, Weidong Cao, Patrick Williams, Nan Sun, Ayan Chakrabarti, Xuan Zhang

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing.

Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification.

Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022

HOGEye: Neural Approximation of HOG Feature Extraction in RRAM-Based 3D-Stacked Image Sensors.

Tianrui Ma, Weidong Cao, Fei Qiao, Ayan Chakrabarti, Xuan Zhang

Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022