Hongjia Li

Researcher, Amazon

Joined

January 2018

Names

Hongjia Li

Emails

****@syr.edu (Confirmed)

****@husky.neu.edu (Confirmed)

****@northeastern.edu (Confirmed)

****@amazon.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2021 – Present

PhD student

Northeastern University (neu.edu)

2016 – 2021

MS student

Syracuse University (syr.edu)

2013 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

An Automatic and Efficient BERT Pruning for Edge AI Systems
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
- 2022 (modified: 17 Apr 2023)
- ISQED 2022
- Readers: Everyone
An Automatic and Efficient BERT Pruning for Edge AI Systems
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
TAAS: a timing-aware analytical strategy for AQFP-capable placement automation
Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen, Nobuyuki Yoshikawa, Yanzhi Wang
- Published: 01 Jan 2022, Last Modified: 03 May 2023
- DAC 2022
- Readers: Everyone
Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications
Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang
- 2021 (modified: 10 Nov 2022)
- ASP-DAC 2021
- Readers: Everyone
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
- 2021 (modified: 10 Nov 2022)
- AAAI 2021
- Readers: Everyone
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
- 2021 (modified: 10 Nov 2022)
- AAAI 2021
- Readers: Everyone
Towards AQFP-Capable Physical Design Automation
Hongjia Li, Mengshu Sun, Tianyun Zhang, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin
- 2021 (modified: 15 Nov 2022)
- DATE 2021
- Readers: Everyone
ESMFL: Efficient and Secure Models for Federated Learning
Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding
- 2020 (modified: 16 Jan 2022)
- CoRR 2020
- Readers: Everyone
Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing
Xiaolong Ma, Zhe Li, Hongjia Li, Qiyuan An, Qinru Qiu, Wenyao Xu, Yanzhi Wang
- 2020 (modified: 30 Mar 2022)
- ASP-DAC 2020
- Readers: Everyone
New Passive and Active Attacks on Deep Neural Networks in Medical Applications
Cheng Gongye, Hongjia Li, Xiang Zhang, Majid Sabbagh, Geng Yuan, Xue Lin, Thomas Wahl, Yunsi Fei
- 2020 (modified: 09 Nov 2022)
- ICCAD 2020
- Readers: Everyone

View all 27 publications

Co-Authors

View all 62 co-authors