서울대학교 수리과학부 이학사

서울대학교 수리과학부 석박사통합과정

이산수학, 계산적사고법, 양자컴퓨팅

"Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption", Transactions on Information Forensics & Security, 2023


"MHz2k: MPC from HE over Z_{2^k} with New Packing, Simpler Reshare, and Better ZKP", 41st Annual International Cryptology Conference (CRYPTO), 2021


"Efficient Homomorphic Comparison Methods with Optimal Complexity", 26th Annual International Conference on the Theory and Application of Cryptology and Information Security (ASIACRYPT), 2020

서울대학교 제어계측학과 공학사

University of Southern California 전기공학과 공학 석사

자료구조와 실습 / 인공지능 / 머신러닝

Sanghyun Seo, Juntae Kim, “Hierarchical Semantic Loss and Confidence Estimator for Visual-Semantic Embedding-Based Zero-Shot Learning”, Applied Sciences, Volume 9, Number 12, August, 2019


Seongchul Park, Sanghyun Seo, Changhoon Jeong, Juntae Kim, “The weights initialization methodology of unsupervised neural networks to improve clustering stability”, The Journal of Supercomputing, July, 2019


Sanghyun Seo and Juntae Kim, “Efficient Weights Quantization of Convolutional Neural Networks Using Kernel Density Estimation based Non-uniform Quantizer”, Applied Sciences, Volume 9, Number 15, June, 2019

서울대학교 계산통계학과 학사

서울대학교 계산통계학과, 인공지능 전공 석사

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- Heriberto Cuayahuitl, Donghye​on Lee, Seonghan Ryu, Yongjin Cho, Sungja Choi, Satish Reddy Indurthi, Seunghak Yu, Hyungtak Choi, Inchul Hwang, Jihie Kim: Ensemble-based deep reinforcement learning for chatbots. Neurocomputing 366: 118-130, 2019.


- Seohyun Back, Seunghak Yu, Sathish Reddy Indurthi, Jihie Kim, Jaegul Choo, MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP): 2131-2140, 2018.


- Jihie Kim and Jeon-Hyung Kang, Toward Identifying Unresolved Discussions in Student Online Forums, Applied Intelligence, vol. 40(4), pp. 601-612, 2014.

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고려대학교 전자공학과 공학사

KAIST(한국과학기술원) 전자공학과 전자공학과 공학석사

객체지향 프로그래밍, 데이터 분석 및 실습

Moon Gi Seok, Wen Jun Tan, Wentong Cai, Daejin Park, Digital-Twin Consistency Checking Based on Observed Timed Events With Unobservable Transitions in Smart Manufacturing”, IEEE Transactions on Industrial Informatics, Vol. 19, No. 4, 2023.


Moon Gi Seok, Wentong Cai, Daejin Park, Hierarchical Aggregation/Disaggregation for Adaptive Abstraction-Level Conversion in Digital Twin-Based Smart Semiconductor Manufacturing, IEEE Access, Vol. 9, No. 4, 2021.


Moon Gi Seok, WENTONG CAI, Hessam S. Sarjoughian, Daejin Park, Adaptive Abstraction-Level Conversion Framework for Accelerated Discrete-Event Simulation in Smart Semiconductor Manufacturing, IEEE Access Vol. 8. 2020.


Moon Gi Seok, Tag Gon Kim, Chang Beom Choi, Daejin Park, “ IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2017.


Moon Gi Seok, Hessam S Sarjoughian, Changbeom Choi, Daejin Park, Fast and cycle-accurate simulation of RTL NoC designs using test-driven cellular automata, IEEE Access Vol. 8. 2019.

한국과학기술원 전기 및 전자공학과 공학사

서울대학교 전기정보공학부 공학석사

이산수학, 머신러닝과데이터사이언스

Dermatologist‐level classification of malignant lip diseases using a deep convolutional neural
network. British Journal of Dermatology.(2020)


Dual-input convolutional
neural network for glaucoma diagnosis using spectral-domain optical coherence
tomography. British Journal of Ophthalmology. (2020)


Automated Facial Acne Lesion Detecting and Counting Algorithm for Acne Severity Evaluation
and Its Utility in Assisting Dermatologists American Journal of Clinical Dermatology(2023)

부산대학교 정보컴퓨터공학전공

동국대학교 컴퓨터공학과

딥러닝 / 로봇소프트웨어공학

Jeonghoon Kwak, Yunsick Sung, "Autonomous UAV Flight Control for GPS-Based Navigation,” IEEE Access, Vol. 6, Jul., 2019. (SCIE)


Jeongsook Chae, Yong Jin, Yunsick Sung, Kyungeun Cho, “Genetic Algorithm-Based Motion Estimation Method using Orientations and EMGs for Robot Controls,” Sensors, Vol. 18, Issue. 1, Jan., 2018. (SCIE)


Duckki Lee, Sumi Helal, Yunsick Sung, Stephen Anton, "Situation-Based Assess Tree for User Behavior Assessment in Persuasive Telehealth," IEEE Transactions on Human-Machine Systems, Vol. 45, Issue 5, Oct,. 2015. (SCI)

동국대학교 컴퓨터공학과 공학사

동국대학교 컴퓨터공학과 공학 석사

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YangSun Lee, Junho Jeong, Yunsik Son, "Design and Implementation of the Secure Compiler and Virtual Machine for Developing Secure IoT Services," Future Generation Computer Systems, In Press, DOI: 10.1016/j.future.2016.03.014


Yunsik Son, Sun-Young Ihm, Aziz Nasridinov, Young-Ho Park, "Adaptive convex skyline: a threshold-based project partitioned layer-based index for efficient-processing top-k queries in entrepreneurship applications," The Journal of Supercomputing, Vol. 72, No. 11, pp.4262-4275, 2016.


Yang Sun Lee, Yun Sik Son, "Design and Implementation of the WIPI-to-Android Automatic Mobile Game Converter for the Contents Compatibility in the Heterogeneous Mobile OS," Journal of Systems Architecture, Vol. 60, No. 8, pp. 693-701, 2014

동국대학교 정보통신공학과 공학사

한국과학기술원 전산학과 공학석사

Soohwan Song, Daekyum Kim, Sunghee Choi, “View path planning via online multi-view stereo for 3D modeling of large-scale structures,” IEEE Transactions on Robotics, vol.31, no.1, 2022.


Soohwan Song, Khang Truong Giang, Daekyum Kim, Sungho Jo, “Prior depth-based multi-view stereo network for online 3D model reconstruction,” Pattern Recognition, vol.136, 2023.


Khang Truong Giang, Soohwan Song, Sungho Jo, “TopicFM: robust and interpretable topic-assisted feature matching,” AAAI Conference on Artificial Intelligence (AAAI), 2023.

동국대학교 전산통계학부 학사

동국대학교 정보통신공학과 (컴퓨터) 공학 석사

창의적공학설계 / 사물인터넷기초 / 사물인터넷프로젝트 / 융합캡스톤디자인

Seung-Youn Lee, Youn-Soon Shin, Kang-Woo Lee, Jong-Suk Ahn, “Performance Analysis of Extended Non-Overlapping Binary Exponential Backoff Algorithm over IEEE 802.15.4”, Telecommunication Systems, August 2014


노기철，이승연，신연순，안종석，이강우, “IEEE 802.15.4에서 적응적 충돌 회피 알고리즘의 성능 분석”, 한국통신학회논문지, 제36권 제3호, 2011


Youn-Soon Shin, Kang-Woo Lee and Jong-Suk Ahn, “Exploring the Feasibility of Differentiating IEEE 802.15.4 Networks to Support Health-Care Systems”, Journal of Communications and Networks, Vol.13 pp. 132-141, 2011

서울대학교 전자공학과 공학사

KAIST 전기 및 전자공학과 공학 석사

데이터통신 입문 / 컴퓨터네트워킹

Bilal Khan, Jong-Suk Ahn, Eun-Chan Park, "An analysis framework for the performance of collocated heterogeneous wireless networks with negative acknowledgements", Kuwait Journal of Science ( Volume: 45, No: 1, Jan. 2018 )


Ga-Young Kim, Jong-Suk Ahn, "A Throughput-Efficient On-Demand Synchronous X-MAC Protocol for Wireless Sensor Networks", Journal of Internet Technology (Vol 18, No 7, Dec. 2017)


Yalda Edalt, Jong-Suk Ahn and Kaia Obraczak, "Smart Experts for Network State Estimation", IEEE Transactions on Network and Service Management ( Volume: 13, Issue: 3, Sept. 2016 )

한양대학교 수학과 이학사

서울대학교 컴퓨터공학과 석박사통합과정

컴퓨터그래픽스 / 가상증강현실 / 응용수학기초

Efficient Hausdorff Distance Computation for Freeform Geometric Models in Close Proximity,Computer-Aided Design, Vol. 45. No. 2, pp. 270-276, 2012..


Coons BVH for Freeform Geometric Models, In Proceeding of SIGGRAPH ASIA 2011,ACM Transaction on Graphics, Vol. 30, No. 6, Article 169, 2011.


Precise Hausdorff Distance Computation for Planar Freeform Curves using Biarcs and Depth Buffer,The Visual Computer, Vol. 26, No. 6-8, pp. 1007-1016, 2010.

강릉대학교 컴퓨터공학과 공학사

Texas A&M University 컴퓨터공학과 공학석사

데이터베이스 / 자료구조 / 알고리즘

geneCo: A visualized comparative genomic method to analyze multiple genome structures, Bioinformatics, 2019


Location-based Parallel Sequential Pattern Mining Algorithm, IEEE Access, 2019


AGORA: organellar genome annotation from the amino acid and nucleotide references, Bioinformatics, 2018

연세대학교 전자공학 학사

University of Southern California 컴퓨터공학 공학 석사

임베디드소프트웨어입문 / 임베디드소프트웨어응용 / 운영체제 / 컴퓨터공학종합설계

Seung-Youn Lee, Youn-Soon Shin, Kang-Woo Lee, Jong-Suk Ahn, “Performance Analysis of Extended Non-Overlapping Binary Exponential Backoff Algorithm over IEEE 802.15.4”, Telecommunication Systems, August 2014


엄진영, 안종석, 이강우, “IEEE 802.15.4의 성능 향상을 위한 은닉 노드 인식 그룹핑 알고리즘”, 한국통신학회 논문지 Vol.36 No.8 pp. 702-711, 2011


Youn-Soon Shin, Kang-Woo Lee and Jong-Suk Ahn, “Exploring the Feasibility of Differentiating IEEE 802.15.4 Networks to Support Health-Care Systems”, Journal of Communications and Networks, Vol.13 pp. 132-141, 2011

연세대학교 정보산업공학과 공학사

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데이터사이언스개론, 어드벤처디자인

- Parameter-free HE-friendly Logistic Regression, Neurips 2021


- Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples, Neurips 2021


- Compact class-conditional domain invariant learning for multi-class domain adaptation, Pattern Recognition, 112, 107763

고려대학교 전자전파공학부 공학사

고려대학교 전자전기공학과 공학석사

멀티미디어수치해석 / 멀티미디어 고급프로그래밍

A maximum a posteriori estimation framework for robust high dynamic range video synthesis, IEEE Transactions on Image Processing, vol. 26, no. 3, pp. 1143–1157, Mar. 2017


Power-constrained RGB-to-RGBW conversion for emissive displays: Optimization-based approaches, IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 10, pp. 1821–1834, Oct. 2016.


Computationally efficient truncated nuclear norm minimization for high dynamic range imaging, IEEE Transactions on Image Processing, vol. 25, no. 9, pp. 4145–4157, Sep. 2016.

연세대학교 화학/응용통계학 이학사

연세대학교 화학 이학석사

융합기초프로그래밍, 어드벤처디자인

- Supervised chemical graph mining improves drug-induced liver injury prediction. iScience 26.1 (2023)


- On modeling and utilizing chemical compound information with deep learning technologies: A task-oriented approach. Computational and Structural Biotechnology Journal (2022)


- Comprehensive and critical evaluation of individualized pathway activity measurement tools on pan-cancer data. Briefings in bioinformatics 21.1 (2020)

한국과학기술원 (KAIST) 전기및전자공학 공학사

한국과학기술원 (KAIST) 전기및전자공학 공학석사

인공지능프로그래밍기초와실습

- Multi-Sample Online Learning for Probabilistic Spiking Neural Networks, IEEE Transactions on Neural Networks and Learning Systems 33(5), 2034-2044 (2022)


- On Cost-efficient Learning of Data Dependency, IEEE/ACM Transactions on Networking 30(3), 1382-1394 (2022)


- Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck, Neural Information Processing Systems (NeurlPS) 2021.


- An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications, IEEE Signal Processing Magazine 36(6), 64-77 (2019)

고려대학교 수학과

고려대학교 전산과학과 석사

멀티미디어 알고리즘 / 멀티미디어 클라우드 컴퓨팅 / 멀티미디어 운영 시스템

"A parallel team formation approach using crowd intelligence from social network", Computers in Human Behavior, Vol. 101, pp. 429-434, ISSN 0747-5632, Dec. 2019


"SoftEdgeNet: SDN Based Energy-Efficient Distributed Network Architecture for Edge Computing", IEEE Communications Magazine, Vol. 56, No. 12, pp. 104-111, ISSN 0163-6804, Dec. 2018


"Human-intelligence workflow management for the big data of augmented reality on cloud infrastructure“, Neurocomputing, Vol. 279, pp. 19-26, ISSN 0925-2312, Mar. 2018


"Large-Scale Middleware for Ubiquitous Sensor Networks", IEEE Intelligent Systems, Vol. 25 , No. 2 , pp. 48-59, ISSN 1541-1672, March/April 2010

동국대학교 컴퓨터공학과 공학사

동국대학교 컴퓨터공학과 공학 석사

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Junho Jeong, Joong Yeon Lim, Yunsik Son, A Data Type Inference Method Based on Long Short-Term Memory by Improved Feature for Weakness Analysis in Binary Code, Future Generation Computer Systems, Vol. 100, pp.1044-1052, Nov. 2019.


Junho Jeong, Jong Wha J. Joo, Yangsun Lee, Yunsik Son, Secure Cloud Storage Service Using Bloom Filters for the Internet of Things, IEEE Access, Vol. 7, pp. 60897-60907, May. 2019.


Jaekyu Lee, Aria Seo, Yeichang Kim, Junho Jeong, Blockchain-Based One-Off Address System to Guarantee Transparency and Privacy for a Sustainable Donation Environment, Sustainability, Vol. 10, No. 12, Nov. 2018.


Junho Jeong, Donghyo Kim, Sun-Young Ihm, Yangsun Lee, Yunsik Son, Multilateral Personal Portfolio Authentication System Based on Hyperledger Fabric, ACM Transactions on Internet Technology, Vol. 21, No. 1, Jan. 2021.


Aria Seo, Junho Jeong, Yeichang Kim, Cyber Physical Systems for User Reliability Measurements in a Sharing Economy Environment, Sensors, Vol. 17, No. 8, pp. 1-16, 2017. 08

KAIST 전기 및 전자공학과 공학사

KAIST 전기 및 전자공학과 공학 석사

컴퓨터알고리즘과실습 / 인간컴퓨터상호작용시스템 / 로봇프로그래밍 / 인공지능수학

Jin-Woo Jung, Tomomasa Sato, and Zeungnam Bien, “Dynamic Footprint-based Person Recognition Method using Hidden Markov Model and Neural Network,” International Journal of Intelligent Systems, Vol. 19, No. 11, pp.1127-1141, 2004


Jin-Gu Kang, Dong-Woo Lim, and Jin-Woo Jung, “Energy-Efficient Forest Fire Prediction Model Based on Two-Stage Adaptive Duty-Cycled Hybrid X-MAC Protocol, Sensors, Vol.18, No.9, September, 2018


In-Hwan Kim, Dong-Woo Lim, and Jin-Woo Jung, “Single Camera-Based Sand Volume Estimation of Excavator Bucket”, Multimedia Tools and Applications, Vol.78, No. 5, pp.5493-5522, 2019


Jin-Woo Jung, Byung-Chul So, Jin-Gu Kang, Dong-Woo Lim, and Yunsik Son “Expanded Douglas-Peucker Polygonal Approximation and Opposite Angle-Based Exact Cell Decomposition for Path Planning with Curvilinear Obstacles”, Applied Sciences, Vol.9, No.4, February, 2019


Gi-Yoon Jeon, and Jin-Woo Jung, “Water Sink Model for Robot Motion Planning”, Sensors, Vol.19, No.6, March, 2019


Jin-Woo Jung, Jung-Soo Park, Tae-Won Kang, Jin-Gu Kang, Hyun-Wook Kang, “Mobile Robot Path Planning Using a Laser Range Finder for Environments with Transparent Obstacles,” Applied Sciences, Vol 10, No.8, 2020

동국대학교 전자계산학과 공학사

동국대학교 컴퓨터공학과 공학석사

자율사물지능 / 휴먼컴퓨터인터랙션(캡스톤디자인) / 게임프로그래밍(캡스톤디자인) / 3D스크립트 프로그래밍(캡스톤디자인)

Enhanced ground segmentation method for Lidar point clouds in human-centric autonomous robot systems, Human-centric Computing and Information Sciences, 2019


Advanced Machine Learning for Gesture Learning and Recognition Based on Intelligent Big Data of Heterogeneous Sensors, Symmetry, 2019


Intelligent motivation framework based on Q-network for multiple agents in Internet of Things simulations, International Journal of Distributed Sensor Networks, 2019


Generative adversarial network based method for transforming single RGB image into 3D point cloud, IEEE Access, 2018

서강대학교 전자공학 공학사

포항공과대학교 전자전기공학과 (석박사 통합과정)

컴퓨터비전입문, AI와 컴퓨터비전

"Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor," In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024), Jun. 2024.


"Improved Knowledge Transfer for Semi-supervised Domain Adaptation via Trico Training Strategy," In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV2023), pp. 19214-19223, Oct. 6, 2023.


"Point2Lane: Polyline-based Reconstruction with Principal Points for Lane Detection," in IEEE Transactions on Intelligent Transportation Systems, Vol. 24, Issue 12, pp. 14813-14829, Dec. 2023.

서울대학교 컴퓨터 공학부 공학사

Brown University, 컴퓨터학과 이학 석사

컴퓨터 알고리즘과 실습 / 객체지향언어와 실습 / 전산학 특강

Jong Wha J Joo, Eun Young Kang, Elin Org, Nick Furlotte, Brian Parks, Farhad Hormozsiari, Aldons J. Lusis, Eleazar Eskin. Efficient and accurate multiple-phenotype regression method for high dimensional data considering population structure. Genetics, 2016 Oct;204(4):1379-1390.


Jong Wha J Joo, Farhad Hormozdiari, Buhm Han∗, Eleazar Eskin∗, Multiple Testing Correction in Linear Mixed Models, Genome Biology, 2016 Apr;17(1):62.


Farhad Hormozdiari∗, Jong Wha J Joo∗, Feng Guan, Rafail Ostrosky, Amit Sahai, Eleazar Eskin. Privacy Preserving Protocol for Detecting Genetic Relatives Using Rare Variants, Bioinformatics, 2014 Jun;30(12):204-211

University of Malakand (말라칸드대학교) / BS (4-year) in Information Technology

Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology, Islamabad / Master of Science in the Faculty of Computing

An Improved Methodology for Brain MRI Image Enhancement and Classification

연세대학교 응용통계학 학사

lowa주립대 통계학 석사

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- “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

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- 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

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- 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

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- 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

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- 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

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한국과학기술원 전기및전자공학과 학사

한국과학기술원 전기및전자공학과 공학 석사

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"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

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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

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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

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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

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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

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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.

전자전기공학부 전자전기공학사

전자전기공학부 공학석사

인공지능하드웨어설계프로젝트, 나노집적회로공정

“Readily Accessible Metallic Micro Island Arrays for High-Performance Metal Oxide Thin-Film Transistors”, Advanced Materials, 34, 45, 2205871 (2023)
“Vertically Stacked Full Color Quantum Dots Phototransistor Arrays for High-Resolution and Enhanced Color-Selective Imaging”, Advanced Materials, 34, 2106215 (2022)
“A skin-like two-dimensionally pixelized full-color quantum dot photodetector”, Science Advances, 5, eaax8801 (2019)

B.A. (Business Administration), Korea University, 2007

M.S. (Marketing), Seoul National University, 2010

Principles of Marketing, Marketing Research, Marketing Communication

2022, 2021 Web of Science 경제/경영 분야 논문인용 빈도 상위 1% 논문(Highly Cited Paper)
2018 알트메트릭 사회적 영향력 역대 상위 5% 논문

2022 동국대학교 학술우수상
2023 동국대학교 최우수연구자상
2022 동국대학교 최우수연구자상
2021 동국대학교 최우수연구자상
2019 유니스트 연구 우수교원상

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경북대학교 의학사

울산대학교 대학원 의학 석사

소화기학, 위장관

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