Research Positions and Service
Assistant Professor @ EECS department at DGIST, Daegu, South Korea
- February 2024 - Present
- Research on Distribued AI, Federated and Collaborative Learning, On-device Learning
Staff Research Engineer @ Samsung Labs, San Diego, CA, USA
- September 2022 - January 2024
- Research on on-device learning, federated learning for 5G/6G cellular systems.
PhD Research Intern @ Microsoft Research, Seattle, WA, USA
- June 2021 - August 2021
- Distributed AI training in Space
Research Assistant @ USC, Los Angeles, CA, USA
- August 2017 - September 2022
- Researched on Federated Learning, Privacy-preserving Machine Learning, Large-scale distributed computing
System Engineer @ Samsung Electronics Co., Hwaseong, South Korea
- Jan 2013 - June 2017
- Developed and implemented algorithms for cellular modem chips (HSDPA, LTE-A)
- Researched algorithms for 5G cellular system
Research Assistant @ KAIST, Daejeon, South Korea
- Feb 2011 - Dec 2012
- Digital pre-distortion, Beam division multiple access (BDMA)
Professional Services
Program Committee, Workshop on Federated Learning for Natural Language Processing (FL4NLP) @ ACL 2022.
Program Committee, International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI 2022 (FL-AAAI-22)
Program Committee, International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction (FL-ICML 2021)
Reviewer, International Conference on Machine Learning (ICML)
Reviewer, Journal of Machine Learning Research (JMLR)
Reviewer, IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Reviewer, IEEE Transactions on Dependable and Secure Computing (TDSC)
Reviewer, IEEE Journal of Selected Areas in Communications (JSAC)
Reviewer, IEEE International Symposium on Information Theory (ISIT)
Reviewer, International Conference on Machine Learning (ICML)
Reviewer, IEEE Transactions on Information Forensics and Security (TIFS)
Reviewer, IEEE Communications Magazine