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2020 – today
- 2024
[j5]Geon Heo
, Yongsoon Park, Kyungkyu Lee, Ho-Seon Ryu:
Current-Referencing Electrified Synchronous Machine to Emulate a Synchronous Machine via a Voltage-Source Inverter. IEEE Trans. Ind. Electron. 71(6): 5883-5892 (2024)- [i7]Soyeon Kim, Yuji Roh, Geon Heo, Steven Euijong Whang:
PFGuard: A Generative Framework with Privacy and Fairness Safeguards. CoRR abs/2410.02246 (2024) - 2023
- [c1]Geon Heo, Steven Euijong Whang:
Redactor: A Data-Centric and Individualized Defense against Inference Attacks. AAAI 2023: 14874-14882 - [i6]Geon Heo, Junseok Seo, Steven Euijong Whang:
Personalized DP-SGD using Sampling Mechanisms. CoRR abs/2305.15165 (2023) - 2022
- [i5]Geon Heo, Steven Euijong Whang:
Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries. CoRR abs/2202.02902 (2022) - 2021
- [j4]Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo:
Responsible AI Challenges in End-to-end Machine Learning. IEEE Data Eng. Bull. 44(1): 79-91 (2021) - [j3]Geon Heo, Yongsoon Park, Jinsung Lee, Sungnam Ju:
Vector-Splitting Method to Reduce Common-Mode Voltages in Two-Level Inverters for Grid Connection. IEEE Trans. Ind. Electron. 68(11): 11044-11052 (2021) - [j2]Yuji Roh, Geon Heo, Steven Euijong Whang:
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective. IEEE Trans. Knowl. Data Eng. 33(4): 1328-1347 (2021) - [i4]Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo:
Responsible AI Challenges in End-to-end Machine Learning. CoRR abs/2101.05967 (2021) - 2020
- [j1]Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Whang:
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images. Proc. VLDB Endow. 14(1): 28-36 (2020) - [i3]Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Euijong Whang:
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images. CoRR abs/2004.03264 (2020)
2010 – 2019
- 2018
- [i2]Yuji Roh, Geon Heo, Steven Euijong Whang:
A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective. CoRR abs/1811.03402 (2018) - 2014
- [i1]Geon Heo, Seokhwan Choi, Kwang Ho Lee, Namhun Koo, Soonhak Kwon:
Remarks on the Pocklington and Padró-Sáez Cube Root Algorithm in 𝔽q. IACR Cryptol. ePrint Arch. 2014: 212 (2014)
Coauthor Index
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