Publications

In Preparation
In Preparation. “AutoPilot: An Agile System Design Flow for End-to-End Learning-Based Autonomous Machines.” In IEEE/ACM International Symposium on Microarchitecture (MICRO) 2020.
2020
Srivatsan Krishnan, Zishen Wan, Kshitij Bharadwaj, Paul Whatmough, Aleksandra Faust, David Brooks, and Vijay Janapa Reddi. 3/2020. “The Sky Is Not the Limit: A Visual Performance Model for Cyber-Physical Co-Design in Autonomous Machines.” In IEEE Computer Architecture Letters (CAL) 3/2020. Publisher's Version
Thierry Tambe, En-Yu Yang, Zishen Wan, Deng Yuntian, Vijay Janapa Reddi, Rush Alexander, David Brooks, and Gu-Yeon Wei. 2/2020. “Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference.” In Design Automation Conference (DAC). [pdf] [PPT]
Srivatsan Krishnan, Sharad Chitlangia, Maximilian Lam, Zishen Wan, Aleksandra Faust, and Vijay Janapa Reddi. 1/2020. “Quantized Reinforcement Learning (QuaRL).” In Third Conference on Machine Learning and Systems (MLSys) ReCoML Workshop. [Github] [pdf] [PPT]
2019
Peng Xie, Yu Wen, Zishen Wan, and Yishan Wang. 9/2019. “Influences of Group Velocity Dispersion on Ultrafast Pulse Shaping in Time Lens.” Physica Scripta, 94, 12. Publisher's Version [pdf]
Peng Xie, Jiarui Liu, Yu Wen, Zishen Wan, and Yishan Wang. 7/2019. “Influences of Second-order and Third-order Dispersion on Spectral Properties of Mid-infrared Wavelength Conversion in Silicon Nitride Waveguides.” Modern Physics Letters B, 33, 21. Publisher's Version [pdf]
Weiwei Li, Xueguang Zhang, ​​​​​​​Zishen Wan, Yini Zhao, and Dianguo Xu. 6/2019. “Simplified Implementation of Optimal Switching Sequences for Nonorthogonal Space Vector Modulation of Three Level Converter.” Transactions of China Electrotechnical Society, 34, Pp. 181-188. Publisher's Version [pdf]
Peng Xie, Yu Wen, Wenqiang Yang, Zishen Wan, Jiarui Liu, Xinyu Wang, Siqi Da, and Yishan Wang. 5/2019. “Tunable Gallium Nitride-based Devices for Ultrafast Signal Processing.” Mod. Phys. Lett. B., 33, 17. Publisher's Version [pdf]
Peng Xie, Yu Wen, Zishen Wan, Xinyu Wang, Jiarui Liu, Wenqiang Yang, Xiaofeng Li, and Yishan Wang. 4/2019. “Electrically Tunable Temporal Imaging in a Graphene-based Waveguide.” Japanese Journal of Applied Physics, 58, 5. Publisher's Version [pdf]