Sotabase

Career

· Postdoctoral Researcher, KAIST2017–2019
· Ph.D. in School of Electrical Engineering, KAIST2013–2017
· M.S. in Department of Mathematical Sciences, KAIST2011–2013
· B.S. in Department of Mathematical Sciences, KAIST2006–2011
· High School, Korea Science Academy of KAIST2003–2006
· Postdoctoral Researcher, Georgia Institute of Technology
· Assistant Professor, POSTECH
· B.S. in Unknown, Seoul National University
· M.S. in Unknown, Seoul National University
· Ph.D. in Computer and Information Science, University of Pennsylvania

Publications (162)

Contribution-Based Energy-Trading Mechanism in Microgrids for Future Smart Grid: A Game Theoretic Approach
IEEE transactions on industrial electronics (1982. Print) · 2016
165
cited
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
International Conference on Learning Representations · 2019
75
cited
Three Dynamic Pricing Schemes for Resource Allocation of Edge Computing for IoT Environment
IEEE Internet of Things Journal · 2020
70
cited
Competitive Data Trading Model With Privacy Valuation for Multiple Stakeholders in IoT Data Markets
IEEE Internet of Things Journal · 2020
63
cited
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation
International Conference on Artificial Intelligence and Statistics · 2020
60
cited
Personal Data Trading Scheme for Data Brokers in IoT Data Marketplaces
IEEE Access · 2019
60
cited
Learning-Based Adaptive Imputation Methodwith kNN Algorithm for Missing Power Data
2017
57
cited
An Optimal Pricing Scheme for the Energy-Efficient Mobile Edge Computation Offloading With OFDMA
IEEE Communications Letters · 2018
53
cited
iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection
AAAI Conference on Artificial Intelligence · 2022
52
cited
PAC Prediction Sets Under Covariate Shift
International Conference on Learning Representations · 2021
50
cited
Event-Driven Energy Trading System in Microgrids: Aperiodic Market Model Analysis With a Game Theoretic Approach
IEEE Access · 2017
40
cited
Battery-Wear-Model-Based Energy Trading in Electric Vehicles: A Naive Auction Model and a Market Analysis
IEEE Transactions on Industrial Informatics · 2019
34
cited
Competitive Partial Computation Offloading for Maximizing Energy Efficiency in Mobile Cloud Computing
IEEE Access · 2018
33
cited
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems
International Conference on Cyber-Physical Systems · 2023
32
cited
A Multivariate-Time-Series-Prediction-Based Adaptive Data Transmission Period Control Algorithm for IoT Networks
IEEE Internet of Things Journal · 2022
31
cited
Joint Subcarrier and Transmission Power Allocation in OFDMA-Based WPT System for Mobile-Edge Computing in IoT Environment
IEEE Internet of Things Journal · 2022
30
cited
Differential Pricing-Based Task Offloading for Delay-Sensitive IoT Applications in Mobile Edge Computing System
IEEE Internet of Things Journal · 2022
29
cited
PAC Confidence Predictions for Deep Neural Network Classifiers
International Conference on Learning Representations · 2020
27
cited
Integrated Intelligence for Human-Robot Teams
International Symposium on Experimental Robotics · 2016
25
cited
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests
International Conference on Machine Learning · 2022
23
cited
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