Characterizing, modeling, and improving the QoE of mobile devices with low battery level. - Kaige Yan; Xingyao Zhang 002; Xin Fu 001 (MICRO, 2015)

Redefining QoS and customizing the power management policy to satisfy individual mobile users. - Kaige Yan; Xingyao Zhang 002; Jingweijia Tan; Xin Fu 001 (MICRO, 2016)

Towards Memory Friendly Long-Short Term Memory Networks (LSTMs) on Mobile GPUs. - Xingyao Zhang 002; Chenhao Xie 001; Jing Wang 055; Weidong Zhang; Xin Fu 001 (MICRO, 2018)

PIM-VR: Erasing Motion Anomalies In Highly-Interactive Virtual Reality World with Customized Memory Cube. - Chenhao Xie 001; Xingyao Zhang 002; Ang Li 006; Xin Fu 001; Shuaiwen Song (HPCA, 2019)

Enabling Energy-Efficient and Reliable Neural Network via Neuron-Level Voltage Scaling. - Shubo Liu; Xu Wang; Jing Wang 055; Xin Fu 001; Xingyao Zhang 002; Lan Gao 004; Weigong Zhang; Tao Li 006 (ICPADS, 2019)

Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design. - Xingyao Zhang 002; Shuaiwen Leon Song; Chenhao Xie 001; Jing Wang 055; Weigong Zhang; Xin Fu 001 (HPCA, 2020)

Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users. - Kaige Yan; Jingweijia Tan; Longjun Liu; Xingyao Zhang 002; Stanko R. Brankovic; Jinghong Chen; Xin Fu 001 (ACM Trans. Embed. Comput. Syst., 2020)

η-LSTM: Co-Designing Highly-Efficient Large LSTM Training via Exploiting Memory-Saving and Architectural Design Opportunities. - Xingyao Zhang 002; Haojun Xia; Donglin Zhuang; Hao Sun; Xin Fu 001; Michael B. Taylor; Shuaiwen Leon Song (ISCA, 2021)

Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving. - Qiyu Wan; Haojun Xia; Xingyao Zhang 002; Lening Wang; Shuaiwen Leon Song; Xin Fu 001 (MICRO, 2021)

Enabling Highly Efficient Capsule Networks Processing Through Software-Hardware Co-Design. - Xingyao Zhang 002; Xin Fu 001; Donglin Zhuang; Chenhao Xie 001; Shuaiwen Leon Song (IEEE Trans. Computers, 2021)

Randomness in Neural Network Training: Characterizing the Impact of Tooling. - Donglin Zhuang; Xingyao Zhang 002; Shuaiwen Song; Sara Hooker (MLSys, 2022)

DynamAP: Architectural Support for Dynamic Graph Traversal on the Automata Processor. - Yiding Liu; Xingyao Zhang 002; Donglin Zhuang; Xin Fu 001; Shuaiwen Song (ACM Trans. Archit. Code Optim., 2022)