Subin Huh

Profile

• Ph.D. Student

• Network Laboratory (NETLAB)

• Department of Electrical and Computer Engineering (ECE)

• Seoul National University

• Address: Room 510-1, Bldg 302, Seoul National University, Gwanak-ro 1, Gwanak-gu, Seoul, South Korea (08826)

• Office: +82-2-880-8434

• Fax: +82-2-880-8198

• E-mail: sbhuh@netlab.snu.ac.kr

Education

• M.S. in Electrical and Computer Engineering, Seoul National University, 2020.

• B.S. in Electrical and Computer Engineering, Seoul National University, 2018.
  Honors: summa cum laude

Research Interests

• 5G/6G Mobile Communication

• Multi-access Edge Computing

• Reinforcement Learning for Network Optimization and Control

Publication

• S. Choi, T. Kang, S. Huh, S. Yoon, S. Bahk, "SHIFT: Multi-agent Reinforcement Learning for Spatiotemporal Mobile Traffic Shaping via Dynamic Pricing," IEEE Transactions on Network and Service Management, under review.

• B. Kim, J. Kim, S. Huh, S. You, and I. Yang, "Multi-objective predictive taxi dispatch via network flow optimization," IEEE Access, vol. 8, pp. 21437–21452, 2020.

• J. Kim, H. Kim, S. Huh, J. Lee, and K. Choi, "Deep neural networks with weighted spikes," Neurocomputing, vol. 311, pp. 373–386, 2018.

• S. Huh, J. Yu, and K. Choi, "A new stochastic multiplier for deep neural networks," 2017 International SoC Design Conference (ISOCC), pp. 46–47, 2017.