Hongjia Li

Hongjia Li

North Eastern University

H-index: 10

Asia-Thailand

About Hongjia Li

Hongjia Li, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of machine learning, object detection, model compression, mobile application development.

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

TAAS

TAAS: A timing-aware analytical strategy for AQFP-capable placement automation

An automatic and efficient BERT pruning for edge AI systems

Towards AQFP-capable physical design automation

Real-time mobile acceleration of dnns: From computer vision to medical applications

Automation Design and DNN Acceleration Frameworks: from software implementation to hardware physical design

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Hongjia Li Information

University

Position

Student

Citations(all)

416

Citations(since 2020)

387

Cited By

130

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

North Eastern University

Google Scholar

View Google Scholar Profile

Hongjia Li Skills & Research Interests

machine learning

object detection

model compression

mobile application development

Top articles of Hongjia Li

Title

Journal

Author(s)

Publication Date

TAAS

Proceedings of the 59th ACM/IEEE Design Automation Conference

Peiyan Dong

Yanyue Xie

Hongjia Li

Mengshu Sun

Olivia Chen

...

2022/7/10

TAAS: A timing-aware analytical strategy for AQFP-capable placement automation

Peiyan Dong

Yanyue Xie

Hongjia Li

Mengshu Sun

Olivia Chen

...

2022/7/10

An automatic and efficient BERT pruning for edge AI systems

Shaoyi Huang

Ning Liu

Yueying Liang

Hongwu Peng

Hongjia Li

...

2022/4/6

Towards AQFP-capable physical design automation

Hongjia Li

Mengshu Sun

Tianyun Zhang

Olivia Chen

Nobuyuki Yoshikawa

...

2021/2/1

Real-time mobile acceleration of dnns: From computer vision to medical applications

Hongjia Li

Geng Yuan

Wei Niu

Yuxuan Cai

Mengshu Sun

...

2021/1/18

Automation Design and DNN Acceleration Frameworks: from software implementation to hardware physical design

Hongjia Li

2021

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices

Proceedings of the AAAI Conference on Artificial Intelligence

Yuxuan Cai

Geng Yuan

Hongjia Li

Wei Niu

Yanyu Li

...

2021/5/18

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Proceedings of the AAAI conference on artificial intelligence

Yuxuan Cai

Hongjia Li

Geng Yuan

Wei Niu

Yanyu Li

...

2021/5/18

New passive and active attacks on deep neural networks in medical applications

Cheng Gongye

Hongjia Li

Xiang Zhang

Majid Sabbagh

Geng Yuan

...

2020/11/2

Esmfl: Efficient and secure models for federated learning

arXiv preprint arXiv:2009.01867

Sheng Lin

Chenghong Wang

Hongjia Li

Jieren Deng

Yanzhi Wang

...

2020/9/3

Database and benchmark for early-stage malicious activity detection in 3D printing

Xiaolong Ma

Zhe Li

Hongjia Li

Qiyuan An

Qinru Qiu

...

2020/1/13

ASAP

Proceedings of the 39th International Conference on Computer-Aided Design

Yi-Chen Chang

Hongjia Li

Olivia Chenht

Yanzhi Wang

Nobuyuki Yoshikawa

...

2020/11/2

An image enhancing pattern-based sparsity for real-time inference on mobile devices

Xiaolong Ma

Wei Niu

Tianyun Zhang

Sijia Liu

Sheng Lin

...

2020

ASAP: An analytical strategy for AQFP placement

Yi-Chen Chang

Hongjia Li

Olivia Chenht

Yanzhi Wang

Nobuyuki Yoshikawa

...

2020/11/2

See List of Professors in Hongjia Li University(North Eastern University)

Co-Authors

H-index: 26
Caiwen Ding

Caiwen Ding

University of Connecticut

H-index: 24
Weiwei Zheng

Weiwei Zheng

Syracuse University

H-index: 9
Tianshu Wei

Tianshu Wei

University of California, Riverside

academic-engine