Jianming Tong

Georgia Institute of Technology

H-index: 3

North America-United States

About Jianming Tong

Jianming Tong, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Computer Architecture, Network on Chip, Deep Learning Accelerators, Privacy-preserving Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption

SNATCH: Stealing Neural Network Architecture from ML Accelerator in Intelligent Sensors

Hardware-Software co-design for real-time latency-accuracy navigation in tinyML applications

On Continuing DNN Accelerator Architecture Scaling Using Tightly Coupled Compute-on-Memory 3-D ICs

FPGA-Based High-Performance Real-Time Emulation of Radar System Using Direct Path Compute Model

PAF-FHE: Low-Cost Accurate Non-Polynomial Operator Polynomial Approximation in Fully Homomorphic Encryption Based ML Inference

A High Performance Computing Architecture for Real-Time Digital Emulation of RF Interactions

Subgraph stationary hardware-software inference co-design

Jianming Tong Information

University	Georgia Institute of Technology
Position	___
Citations(all)	54
Citations(since 2020)	54
Cited By	2
hIndex(all)	3
hIndex(since 2020)	3
i10Index(all)	1
i10Index(since 2020)	1
Email	Access Email
University Profile Page	Georgia Institute of Technology
Google Scholar	View Google Scholar Profile

Jianming Tong Skills & Research Interests

Computer Architecture

Network on Chip

Deep Learning Accelerators

Privacy-preserving Computing

Top articles of Jianming Tong

Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption

arXiv preprint arXiv:2404.03216

2024/4/4

Jianming Tong

H-Index: 1

Anupam Golder

H-Index: 4

Arijit Raychowdhury

H-Index: 31

Tushar Krishna

H-Index: 23

SNATCH: Stealing Neural Network Architecture from ML Accelerator in Intelligent Sensors

2023/10/29

Sudarshan Sharma

H-Index: 1

Uday Kamal

H-Index: 5

Jianming Tong

H-Index: 1

Tushar Krishna

H-Index: 23

Saibal Mukhopadhyay

H-Index: 29

Hardware-Software co-design for real-time latency-accuracy navigation in tinyML applications

IEEE Micro

2023/9/20

Payman Behnam

H-Index: 8

Jianming Tong

H-Index: 1

Yue Pan

H-Index: 9

Tushar Krishna

H-Index: 23

Alexey Tumanov

H-Index: 21

On Continuing DNN Accelerator Architecture Scaling Using Tightly Coupled Compute-on-Memory 3-D ICs

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

2023/8/16

Gauthaman Murali

H-Index: 3

Aditya Iyer

H-Index: 16

Lingjun Zhu

H-Index: 3

Jianming Tong

H-Index: 1

Srivatsa Rangachar Srinivasa

H-Index: 8

Tushar Krishna

H-Index: 23

Sung Kyu Lim

H-Index: 28

FPGA-Based High-Performance Real-Time Emulation of Radar System Using Direct Path Compute Model

2023/6/11

S Sharma

H-Index: 7

PAF-FHE: Low-Cost Accurate Non-Polynomial Operator Polynomial Approximation in Fully Homomorphic Encryption Based ML Inference

2023/5/11

Jianming Tong

H-Index: 1

Anupam Golder

H-Index: 4

Arijit Raychowdhury

H-Index: 31

Tushar Krishna

H-Index: 23

A High Performance Computing Architecture for Real-Time Digital Emulation of RF Interactions

2023/5/1

Mandovi Mukherjee

H-Index: 1

Nael Mizanur Rahman

H-Index: 3

Uday Kamal

H-Index: 5

Sudarshan Sharma

H-Index: 1

Payman Behnam

H-Index: 8

Sharjeel Khan

H-Index: 2

Daehyun Kim

H-Index: 3

Jianming Tong

H-Index: 1

Santosh Pande

H-Index: 11

Tushar Krishna

H-Index: 23

Madhavan Swaminathan

H-Index: 27

Saibal Mukhopadhyay

H-Index: 29

Subgraph stationary hardware-software inference co-design

Proceedings of Machine Learning and Systems

2023/3/18

Payman Behnam

H-Index: 8

Jianming Tong

H-Index: 1

Yue Pan

H-Index: 9

Tushar Krishna

H-Index: 23

Alexey Tumanov

H-Index: 21

A configurable architecture for efficient sparse fir computation in real-time radio frequency systems

2022/6/19

Mandovi Mukherjee

H-Index: 1

Nael Mizanur Rahman

H-Index: 3

Jianming Tong

H-Index: 1

Tushar Krishna

H-Index: 23

Saibal Mukhopadhyay

H-Index: 29

Enabling Real-time DNN Switching via Weight-Sharing

The 2nd Architecture, Compiler, and System Support for Multi-model DNN Workloads Workshop (ACSMD 2022). New York, NY, USA. https://research. facebook. com/file/703126461319360/enabling-real-timednn-switching-via-weight-sharing. pdf

2022