user_image

Yizhou Yang

PostDoc at Zhejiang Lab

EXPERIENCE

  • 2016-04 – 2020-12

    Australian National University, Doctor of Philosophy,

  • 2013-07 – 2015-07

    Australian National University, Bachelor of Engineering (Honours), Electronics and Communication Engineering

  • 2011-09 – 2015-07

    Beijing Institute of Technology, Bachelor of Engineering, Optoelectronics

RESEARCH INTERESTS

  • Wireless Communciations
  • Network Security
  • Reinforcement Learning
  • Game Theory

PROJECTS

A screenshot of the portfolio page

05/2020 –

Wireless Channel Prediction via Deep Learning
A modification of the Grape-Theme for jekyll to be useable as an academic portfolio.
System Overview

06/2022 – Developing

Deep Reinforcement Learning Enabled Autonomous Penetration Testing

RECENT PUBLICATIONS

[All Publications]
  1. SetTron: Towards Better Generalisation in Penetration Testing with Reinforcement Learning
    Yang, Yizhou, Chen, Mengxuan, Fu, Haohuan, and Liu, Xin
    pp. 1–6, 2023
  2. Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach
    Yang, Yizhou, and Liu, Xin
    arXiv preprint arXiv:2202.10630, 2022
  3. The Internet of Humans: Optimal Resource Allocation and Wireless Channel Prediction
    Yang, Yizhou
    2021