Biography
I am a 3rd year Ph.D. student in Peking University. My research interests include Spatial acceleration, Autonomous Driving, electronic design automation, in-memory-computing, ReRAM based neural network accelerator and its reliability.
Interests
- Spatial acceleration
- Automomous Driving
- AI-Assisted Design for Architecture
- In-Memory-Computing
- ReRAM Based Neural Network Accelerator and its Reliability
- DNN Model Compression
- AI-Assisted EDA
Education
Ph.D. in Computer Science, Current
Peking University
M.Phil in Computer Science, 2021
Shanghaitech University
Bachelor of Engineering in Electronic Engineering, 2016
Tianjin University
Skills
Technical
Programming
C/C++, Python, MATLAB, LaTeX
Hardware Design
Verilog, HLS C++, Chisel
Simulator/Framework
Sniper, Gem5
CAD Tools
Synopsys Hspice, Cadence Virtuoso, Xilinx Vivado Design Suite, Intel/Altera Quartus Prime, Mentor ModelSim, Synopsys Design Compiler
Recent Publications
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(2024).
Algorithm-hardware co-design for Energy-Efficient A/D conversion in ReRAM-based accelerators.
(2021).
A Quantized Training Framework for Robust and Accurate ReRAM-based Neural Network Accelerators.
Proceedings of the 26th Asia and South Pacific Design Automation Conference.