Jiaqi Zhang

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Pruning Algorithm

Technology Enhanced Learning Systems

Top Venues

IEEE Trans. Computers

Publications

Jiaqi Zhang, Xiangru Chen, Sandip Ray
AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization. IEEE Trans. Computers 72 (2) (2023)
Xiangru Chen, Maneesh Merugu, Jiaqi Zhang, Sandip Ray
AroMa: Evaluating Deep Learning Systems for Stealthy Integrity Attacks on Multi-tenant Accelerators. ACM J. Emerg. Technol. Comput. Syst. 19 (2) (2023)
Xiangru Chen, Jiaqi Zhang, Sandip Ray
Dandelion: Boosting DNN Usability Under Dataset Scarcity. IEEE Trans. Computers 71 (10) (2022)
Jiaqi Zhang, Xiangru Chen, Sandip Ray
GCONV Chain: Optimizing the Whole-Life Cost in End-to-end CNN Acceleration. IEEE Trans. Computers 71 (9) (2022)
Jiaqi Zhang, Xiangru Chen, Sandip Ray, Tao Li
Optimizing the Whole-life Cost in End-to-end CNN Acceleration. CoRR (2021)
Jiaqi Zhang, Xiangru Chen, Sandip Ray
Universal Neural Network Acceleration via Real-Time Loop Blocking. ICCD (2021)
Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li
Eager pruning: algorithm and architecture support for fast training of deep neural networks. ISCA (2019)
Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li
In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems. HPCA (2018)
Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li
Prediction Based Execution on Deep Neural Networks. ISCA (2018)
Mingcong Song, Jiaqi Zhang, Huixiang Chen, Tao Li
Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning. HPCA (2018)