Jianming Tong

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Agnostic Learning

Potential Field

Data Transmission

Top Venues

Publications

Jingtian Dang, Jianming Tong, Anupam Golder, Cong Hao, Arijit Raychowdhury, Tushar Krishna
Accurate Low-Degree Polynomial Approximation of Non-Polynomial Operators for Fast Private Inference in Homomorphic Encryption. MLSys (2024)
Jianming Tong, Anirudh Itagi, Prasanth Chatarasi, Tushar Krishna
FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching. CoRR (2024)
Jianming Tong, Jingtian Dang, Anupam Golder, Callie Hao, Arijit Raychowdhury, Tushar Krishna
Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption. CoRR (2024)
Jianming Tong, Anirudh Itagi, Prasanth Chatarasi, Tushar Krishna
FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching. ISCA (2024)
Gauthaman Murali, Aditya Iyer, Lingjun Zhu, Jianming Tong, Francisco Muñoz-Martínez, Srivatsa Rangachar Srinivasa, Tanay Karnik, Tushar Krishna, Sung Kyu Lim
On Continuing DNN Accelerator Architecture Scaling Using Tightly Coupled Compute-on-Memory 3-D ICs. IEEE Trans. Very Large Scale Integr. Syst. 31 (10) (2023)
Payman Behnam, Jianming Tong, Alind Khare, Yangyu Chen, Yue Pan, Pranav Gadikar, Abhimanyu Rajeshkumar Bambhaniya, Tushar Krishna, Alexey Tumanov
Subgraph Stationary Hardware-Software Inference Co-Design. CoRR (2023)
Sudarshan Sharma, Uday Kamal, Jianming Tong, Tushar Krishna, Saibal Mukhopadhyay
SNATCH: Stealing Neural Network Architecture from ML Accelerator in Intelligent Sensors. SENSORS (2023)
Payman Behnam, Jianming Tong, Alind Khare, Yangyu Chen, Yue Pan, Pranav Gadikar, Abhimanyu Bambhaniya, Tushar Krishna, Alexey Tumanov
Hardware-Software Co-Design for Real-Time Latency-Accuracy Navigation in Tiny Machine Learning Applications. IEEE Micro 43 (6) (2023)
Payman Behnam, Alexey Tumanov, Tushar Krishna, Pranav Gadikar, Yangyu Chen, Jianming Tong, Yue Pan, Abhimanyu Rajeshkumar Bambhaniya, Alind Khare
Subgraph Stationary Hardware-Software Inference Co-Design. MLSys (2023)
Jincheng Yu, Jianming Tong, Yuanfan Xu, Zhilin Xu, Haolin Dong, Tianxiang Yang, Yu Wang
SMMR-Explore: SubMap-based Multi-Robot Exploration System with Multi-robot Multi-target Potential Field Exploration Method. ICRA (2021)
Cheng Wang, Yingkun Liu, Kedai Zuo, Jianming Tong, Yan Ding, Pengju Ren
SLAM: FPGA Accelerated High-Accuracy SLAM with Heapsort and Parallel Keypoint Extractor. FPT (2021)
Pengchen Zong, Tian Xia, Haoran Zhao, Jianming Tong, Zehua Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren
PIT: Processing-In-Transmission With Fine-Grained Data Manipulation Networks. IEEE Trans. Computers 70 (6) (2021)
Tian Xia, Pengchen Zong, Haoran Zhao, Jianming Tong, Wenzhe Zhao, Nanning Zheng, Pengju Ren
COCOA: Content-Oriented Configurable Architecture Based on Highly-Adaptive Data Transmission Networks. ACM Great Lakes Symposium on VLSI (2020)