Jiaqi Zhang

13 papers A* 5C 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression.
ISCA
Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen
2025 J jnl
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression.
CoRR
Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Helen Li, Yiran Chen
2023 J jnl
AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization.
IEEE Trans. Computers
Jiaqi Zhang, Xiangru Chen, Sandip Ray
2023 J jnl
AroMa: Evaluating Deep Learning Systems for Stealthy Integrity Attacks on Multi-tenant Accelerators.
ACM J. Emerg. Technol. Comput. Syst.
Xiangru Chen, Maneesh Merugu, Jiaqi Zhang, Sandip Ray
2022 J jnl
Dandelion: Boosting DNN Usability Under Dataset Scarcity.
IEEE Trans. Computers
Xiangru Chen, Jiaqi Zhang, Sandip Ray
2022 J jnl
GCONV Chain: Optimizing the Whole-Life Cost in End-to-end CNN Acceleration.
IEEE Trans. Computers
Jiaqi Zhang, Xiangru Chen, Sandip Ray
2021 J jnl
Optimizing the Whole-life Cost in End-to-end CNN Acceleration.
CoRR
Jiaqi Zhang, Xiangru Chen, Sandip Ray, Tao Li
2021 C conf
Universal Neural Network Acceleration via Real-Time Loop Blocking.
ICCD
Jiaqi Zhang, Xiangru Chen, Sandip Ray
2019 A* conf
Eager pruning: algorithm and architecture support for fast training of deep neural networks.
ISCA
Jiaqi Zhang, Xiangru Chen, Mingcong Song, Tao Li
2018 A* conf
In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems.
HPCA
Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, Tao Li
2018 A* conf
Prediction Based Execution on Deep Neural Networks.
ISCA
Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li
2018 A* conf
Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning.
HPCA
Mingcong Song, Jiaqi Zhang, Huixiang Chen, Tao Li
2015 — conf
Heterogeneous energy-efficient cache design in warehouse scale computers.
Conf. Computing Frontiers
Jing Wang, Xiaoyan Zhu, Yanjun Liu, Jiaqi Zhang, Minhua Wu, Weigong Zhang, Keni Qiu