Shenghao's Homepage

About Me

Academic Degrees

  • PhD in Information Engineering, The Chinese University of Hong Kong, 2008.
  • Master's degree in Communication Engineering, Peking University, 2004.
  • Bachelor's degree in Electronic Information, Nankai University, 2001.

Professional Experiences

  • Assistant Professor, Institute for Interdisciplinary Information Sciences, Tsinghua University, 2012 – 2015.
  • Postdoctoral Fellow and Research Associate, Institute of Network Coding, The Chinese University of Hong Kong, 2010 – 2012.
  • Postdoctoral Fellow, University of Waterloo, 2008 – 2009.

Though mainly employed in academia, I have actively participated in industrial R&D in recent years. With n-hop technologies, I am developing coding-based network communication technologies.

Research

I have conducted research in information theory and coding theory, including their application in networking systems. I intend to devote increasing efforts to exploring theories related to security, quantum information, and AI.

See my publications listed on Google Scholar or dblp.

Network Coding

Network coding introduces a new paradigm for network communication, allowing new packets to be generated in addition to store-and-forward at the intermediate networking devices. Network coding provides a practical and information-theoretic framework for enhancing network communication efficiency. My research in network coding includes two primary aspects:

  • Designing low-complexity network coding schemes, such as the BATS code.
  • Developing physical layer coding, media access control, transport protocol, congestion control, and other relevant components within the network coding framework.

Shift-XOR Codes

Finite fields are the major algebraic tool for coding design, but they often result in high computation costs during implementation. Shift-XOR codes can be encoded using (non-cyclic) shift and XOR operations, and decoded using a successive cancellation algorithm that incurs almost the same computation cost as encoding. This approach demonstrates potential for reducing computation costs compared to finite-field operations in diverse coding problems.

  • We have shown the shift-XOR design in storage codes, regenerating codes, and network codes, revealing further opportunities for shift-XOR codes.
  • We are formulating a theory of utilizing shift and XOR operations for coding design, and are confronting some mathematical challenges.

Network computation

To be updated.

Network Scheduling

To be updated.

Finite-length codes

To be updated.

Hiring

PhD Students

We are seeking PhD students (with full financial support), who will have the opportunity to work on topics aligned with their own interests. For theoretical research, exceptional mathematical skills (not just knowledge) are essential. For system/experimental research, strong programming and hands-on skills are required.

If you are interested in quantum information please reach out to Prof. Masahito Hayashi, with whom I co-supervise PhD students.

No master's degree is required for the PhD program. See the detailed admission requirements on the CUHK(SZ) website.

Research Assistants

Undergraduate students from CUHK(SZ) are welcome to participate in our research projects. We also accept visiting students from other universities who are interested in our PhD program.

Engineers/Researchers

n-hop technologies is hiring engineers and researchers in developing the next generation of networking technologies. Job opportunities are available for all levels and in both Hong Kong and Shenzhen. Please refer to the corresponding job advertisement for more details, or contact me.

Contact Me

You can contact me at shyang@cuhk.edu.cn.

Author: Shenghao Yang

Created: 2024-04-18 Thu 21:40

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