BSc Student, School of Cyber Science and Engineering, Sichuan University, Chengdu, Sichuan 610207, China Phone: +86 183 0236 4418 Email: zhixin.zeng725@gmail.com [CV] [GitHub]

About Me

I am an undergraduate in Cybersecurity at Sichuan University and expected to graduate in June 2023.

I have engaged in research projects related to Machine Learning (ML), Natural Language Processing (NLP), Reinforcement Learning (RL), etc.

My Research Interests: Applications of RL/IRL, Data Mining/Analysis, Computer Vision, NLP

If you are interested in my research, feel free to drop me an Email.

Education

Sichuan University (2019.9 ~ Present)

• Major: Cybersecurity, School of Cyber Science and Engineering

• GPA: 3.76/4.0 [Transcript][成绩单]

Selected Publications

*: equal contribution

• A Complete Reinforcement-Learning-Based Framework for Urban-Safety Perception [link]

  Yaxuan Wang*, Zhixin Zeng*, Qiushan Li, and Yingrui Deng

  IJGI: International Journal of Geo-Information, Volume 11, Issue 9.

• Evaluating the Perceived Safety of Urban via Maximum Entropy Deep Inverse Reinforcement Learning [link]

  Yaxuan Wang, Zhixin Zeng, Qijun Zhao

  ACML 2022: The 14th Asian Conference on Machine Learning, Dec 2022, Hyderabad, India.

Research Projects

• Radar Signal Pattern Recognition
  

• NLP-based Commodity Evaluation System
  

• "SecurityEye" - Deepfake Detection and Alert System for Short-Form Video Platforms
  

• "SecurityFace" - Face Anonymization and Deepfake Detection System for Videoconferencing Platforms
  

• Perceived Safety Evaluation Using Reinforcement Learning and Inverse Reinforcement Learning
  

For more information, please refer to my CV