Introduction

Welcome to Intelligent Connected Systems Laboratory. We conduct research on machine learning and ML-based wireless network protocol design.

For prospective students

무선네트워크 및 머신러닝 연구와 관련하여 대학원 과정(석사, 석박통합, 박사)에 관심이 있는 분들은 (jso1@sogang.ac.kr)로 연락하시기 바랍니다.

If you are interested in wireless networking and/or machine learning and would like to pursue an MS, MS/PhD, PhD degree in this area, please contact Prof. Jungmin So at (jso1@sogang.ac.kr). Research topics of our interest include:

  • ML-based network protocol design
    • Medium access and spectrum sharing protocols for Wi-Fi and 5G cellular networks
    • Internet of Things, cyber physical systems, and robot swarms
    • Vehicular networks and unmanned aeriel vehicle (drone) networks
    • Smartphone based (energy-efficient) mobile computing applications
    • Edge computing and its applications
  • Machine learning and its applications
    • Machine learning techniques for unbiased and generalized learning
    • Few-shot learning with small training data
    • Robust learning against adversarial example attacks
    • Application-specific learning algorithms

Contact

Office: AS-1013, Adam Schall Building, Sogang University
35 Baekbeom-ro, Mapo-gu, Seoul 04107, Korea
Prof. Jungmin So: jso1@sogang.ac.kr