Biography

I am currently an undergraduate student in Software Engineering at University of Electronic Science and Technology of China.My current research interests include neural network compression, efficient deep learning, FPGA, and federated learning.

Here is my CV.

Publications

Self-Organizing and Parallel-Process Driven Fast Generation of Adversarial Examples for 3D Point Clouds

Wei Jiang, Chen Bian, Jinyu Zhan, Zhenyu Liu, Hong Lei, Ziwei Song and Xiangyu Wen
Design Automation Conference 2022 - Poster [paper]

Selected Projects

Quantization and Efficient Deployment of Neural Networks

This project is to deploy a NN for analyzing radar echoes on a hardware platform with limited computing resources. We complete the quantization of the NN and the hardware implementation. After verifying the project on Xilinx’s Zynq UltraScale+ MPSoC ZCU102 board, we furtherly deploy it on ZED-7020. Finally,we can reduce both the energy consumption and thecircuit areas significantly without affecting the performance.

Experiences

PEILab, The Hong Kong Polytechnic University
Research Assistant
Nov, 2022 - Present

MobileAI Lab, University of Electronic Science and Technology of China
Research Assistant
Jun, 2021 - Oct, 2022

Miscellaneous

Like the gym most, good at basketball. I also like clarinet and piano very much.