Heterogeneous energy-efficient cache design in warehouse scale computers. - Jing Wang 055; Xiaoyan Zhu; Yanjun Liu 005; Jiaqi Zhang 002; Minhua Wu; Weigong Zhang; Keni Qiu (Conf. Computing Frontiers, 2015)

Towards Efficient Microarchitectural Design for Accelerating Unsupervised GAN-Based Deep Learning. - Mingcong Song; Jiaqi Zhang 002; Huixiang Chen 001; Tao Li 006 (HPCA, 2018)

In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems. - Mingcong Song; Kan Zhong; Jiaqi Zhang 002; Yang Hu 001; Duo Liu; Weigong Zhang; Jing Wang 055; Tao Li 006 (HPCA, 2018)

Prediction Based Execution on Deep Neural Networks. - Mingcong Song; Jiechen Zhao 003; Yang Hu 001; Jiaqi Zhang 002; Tao Li 006 (ISCA, 2018)

Eager pruning: algorithm and architecture support for fast training of deep neural networks. - Jiaqi Zhang 002; Xiangru Chen; Mingcong Song; Tao Li 006 (ISCA, 2019)

Universal Neural Network Acceleration via Real-Time Loop Blocking. - Jiaqi Zhang 002; Xiangru Chen; Sandip Ray (ICCD, 2021)

Optimizing the Whole-life Cost in End-to-end CNN Acceleration. - Jiaqi Zhang 002; Xiangru Chen; Sandip Ray; Tao Li 006 (CoRR, 2021)

Dandelion: Boosting DNN Usability Under Dataset Scarcity. - Xiangru Chen; Jiaqi Zhang 002; Sandip Ray (IEEE Trans. Computers, 2022)

GCONV Chain: Optimizing the Whole-Life Cost in End-to-end CNN Acceleration. - Jiaqi Zhang 002; Xiangru Chen; Sandip Ray (IEEE Trans. Computers, 2022)

AINNS: All-Inclusive Neural Network Scheduling Via Accelerator Formalization. - Jiaqi Zhang 002; Xiangru Chen; Sandip Ray (IEEE Trans. Computers, 2023)

AroMa: Evaluating Deep Learning Systems for Stealthy Integrity Attacks on Multi-tenant Accelerators. - Xiangru Chen; Maneesh Merugu; Jiaqi Zhang 002; Sandip Ray (ACM J. Emerg. Technol. Comput. Syst., 2023)

Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. - Feng Cheng; Cong Guo 003; Chiyue Wei; Junyao Zhang; Changchun Zhou 001; Edward Hanson; Jiaqi Zhang 002; Xiaoxiao Liu 001; Hai Li 001; Yiran Chen 001 (ISCA, 2025)