AI융합대학

연세대학교 응용통계학 학사

lowa주립대 통계학 석사

- “Double random forest” (2020), Machine Learning

- “Flower Classification with Modified Multimodal Convolutional Neural Networks" (2020), Expert Systems with Applications

- “Forecasting Daily Temperatures with Different Time Interval Data Using Deep Neural Networks” (2020), Applied Sciences

포항공과대학교 물리학 이학사

포항공과대학교 기계산업공학 공학석사

- Sungjae Lee and Youngdoo Son, "Multitask learning with single gradient step update for task balancing", Neurocomputing, Vol. 467, pp. 442-453, January 2022.

- Jaehong Yu and Youngdoo Son, "Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression", Information Sciences, Vol. 545, pp. 688-712, February 2021.

- Youngdoo Son, Sujee Lee, Saerom Park, and Jaewook Lee, "Learning representative exemplars using one-class Gaussian profess regression", Pattern Recognition, Vol. 74, pp. 185-197, February 2018.

KAIST 바이오시스템학과 공학사

- Genomic structures of dysplastic nodule and concurrent hepatocellular carcinoma, Hum Pathol. 81; 37-46. 2018

- Utilizing random Forest QSAR models with optimized parameters for target identification and its application to target-fishing server, BMC Bioinformatics, 18:567

- Large-scale reverse docking profiles and their applications, BMC Bioinformatics, 13:S6

성균관대학교 시스템경영 공학사

포항공과대학교 산업경영 공학석사

- Chang, J., Moon., S. K., Jung, K., Kim, W., Parkinson, M. B., Freivalds, A., Simpson, T. W., and Baik, S. P. (2018). Glasses-type wearable computer display: Usability considerations examined with a 3D glasses case study. Ergonomics, 61(5), 670-681.

- Chang, J. and Jung, K. (2017). Development of a press and drag method for hyperlink selection on smartphones. Applied Ergonomics, 65, 269-276.

- Chang, J., Freivalds, A., Sharkey, N. A., Kong, Y-K., Kim, H. M., Sung, K., Kim, D-M, and Jung, K. (2017). Investigation of index finger triggering force using a cadaver experiment: effects of trigger grip span, contact location, and internal tendon force. Applied Ergonomics, 65, 183-190.

서울대학교 컴퓨터공학과 공학사

University of Southern California 컴퓨터공학과 공학 석사

- Experience with DETER: A Testbed for Security Research, T. Benzel, R. Braden, D. Kim, C. Neuman, A. Joseph, K. Sklower, R. Ostrenga, and S. Schwab. In Proceedings of Tridentcom (International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities), March 2006.

- Tatyana Ryutov, Clifford Neuman, Dongho Kim, and Li Zhou, Integrated Access Control and Intrusion Detection for Web Servers, Special Section on Security in Distributed Computing Systems for the IEEE Transactions on Parallel and Distributed Systems., Vol. 14, No 9, pp. 841-850, September 2003

동명대학교 컴퓨터그래픽학과 디자인학사

부산대학교 영상정보공학과 공학석사

메타버스와게임개론, 컴퓨터그래픽디자인기초

- 메타버스 플랫폼을 활용한 민화 미술관 기획 연구-제페토 사례를 중심으로-, 한국게임학회 논문지, 2021

- 민화와 풍속화를 이용한 AI 기반의 콘텐츠 원천 데이터 생성 모델의 연구, 멀티미디어연구논집, 2021

- VR콘텐츠 개발을 위한 가상공간의 시뮬라크르연구, 멀티미디어연구논집, 2020

서울대학교 심리학과, 문학사, 한국

University of Wisconsin at Madison, Psychology, M.S., 미국

한국과학기술원 전기및전자공학과 학사

한국과학기술원 전기및전자공학과 공학 석사

"On the phase sequence set of SLM OFDM scheme for a crest factor reduction ," IEEE Transactions on Signal Processing, vol. 54, no. 5, pp. 1931-1935, May 2006.

"A new SLM OFDM with low complexity for PAPR reduction ," IEEE Signal Processing Letters, vol. 12, no. 2, pp. 93-96, February 2005.

"Near optimal PRT set selection algorithm for tone reservation in OFDM systems ," IEEE Transactions on Broadcasting, vol. 54, no. 3, pp. 454-460, September 2008.

한국과학기술원 전자공학과 학사

한국과학기술원 전기및전자공학과 공학석사

Kisong Lee, Jun-Pyo Hong, hyowoon Seo, and Wan Choi, “Learning-Based resourse Management in Device-to-Device Communications, vol. 68, no. 1, pp. 402-413, Jan. 2020

Kisong Lee, Jin-Taek Lim, and Hyun-Ho Choi, “Impact of Outdated CSI on the Secrecy Performance of Wireless-Powered Untrusted Relay Networks, ”IEEE Transactions on Security, vol. 25, no. 1, PP. 1423-1433, Jan. 2020

Kisong Lee. Jun-Pyo Hong, Hyun-Ho Choi, and Q. S. Quek, “Wireless-Powered Two-way Relaying Protocols for Optimizing Physical Layer Security,”IEEE Transactions on Information Forensics and Security, vol. 14, no. 1, pp. 162-174, Jan. 2019

연세대학교 기계공학, 전기전자공학 학사

포항공과대학교 기계공학과 공학석사

Jinghuan Shang, Xiang Li, Kumara Kahatapitiya, Yu-Cheol Lee†, Michael Ryoo†, "StARformer: Transformer with State-Action-Reward Representations for Robot Learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, Early Access.

Yu-Cheol Lee†, “SRS: Spatial-Tagged Radio-Mapping System Combining LiDAR and Mobile-Phone Data for Indoor Location-Based Services,” Advanced Engineering Informatics, vol.52, 101560, pp.1-12, 2022.

Yu-Cheol Lee and Hyun Myung†, "Indoor Localization Method based on Sequential Motion Tracking Using Topological Path Map," IEEE Access, vol.7, no.1, pp.46187-46197, 2019.

서울대학교 농화학과 농화학사

University of Dayton 생물학 이학석사

생명과학 (Life Science) 도서출판 북스힐

Jung J, Kim GW, Lee W, Mok C, Chung SH, Jang W*. Meta- and cross-species analyses of insulin resistance based on gene expression datasets in human white adipose tissues. Sci Rep. 2018 Feb 27;8(1):3747.

Jung J, Kim GW, Lee B, Joo JWJ, Jang W*. Integrative genomic and transcriptomic analysis of genetic markers in Dupuytren's disease. BMC Med Genomics. 2019 Jul 11;12(Suppl 5):98.

Kim D, Song J, Lee S, Jung J, Jang W*. An Integrative Transcriptomic Analysis of Systemic Juvenile Idiopathic Arthritis for Identifying Potential Genetic Markers and Drug Candidates. Int J Mol Sci. 2021 Jan 12;22(2):712.

Lee B, Shin MK, Hwang IW, Jung J, Shim YJ, Kim GW, Kim ST, Jang W*, Sung JS. A Deep Learning Approach with Data Augmentation to Predict Novel Spider Neurotoxic Peptides. Int J Mol Sci. 2021 Nov 13;22(22):12291.

Song J, Kim D, Lee S, Jung J, Joo JWJ, Jang W*. Integrative transcriptome-wide analysis of atopic dermatitis for drug repositioning. Commun Biol. 2022 Jun 22;5(1):615.

서울대학교 사범대학 체육교육과 체육학사

서울대학교 대학원 체육교육과 체육교육전공 교육학석사

hysical performance is more strongly associated with cognition in schizophrenia than psychiatric symptoms (2019)
Constructing Hierarchical Q&A Datasets for Video Story Understanding (2019)

서울대학교 약학대학 학사

서울대학교 약학대학 석사

Kim HW, Wang M., Leber CA, Nothias L-F, Reher R, Kang KB, Hooft JJ, Dorrestein PC, Gerwick WH, Cottrell GW. (2021) NPClassifier: A Deep Neural Network-Based Structural Classification Tool for Natural Products. J. Nat. Prod. 84 (11), 2795-2807

Kim HW, Park EJ, Cho HM, An JP, Chin YW, Kim J, Sung SH, Oh WK. (2020) Glucose uptake-stimulating galloyl ester triterpenoids from Castanopsis sieboldii. J. Nat. Prod. 83 (10), 3093-3101.

Reher R, Kim HW (Co-first), Zhang C, Mao HH, Wang M, Nothias L-F, Caraballo-Rodriguez AM, Glukhov E, Teke B, Leao T, Alexander KL, Duggan BM, Van Everbroeck EL, Dorrestein PC, Cottrell GW, Gerwick WH, (2020) A convolutional neural network-based approach for the rapid annotation of molecularly diverse natural products. J. Am.Chem. Soc. 142 (9), 4114-4120.