겸무교수 1 페이지 | 서울대학교AI연구원(AIIS)

PEOPLE

Affiliated Faculty

Colleges / Departments
Research Areas (Core AI)
Research Areas (X+AI)
223

Lee, Kyu Eun Department of Medicine

  • Research LabSurgery
  • Research Area (Core AI)Vision & Perception, Autonomous Driving
  • Research Area (X+AI)Medicine

PUBLICATIONS

Ultrasound image analysis using deep learning algorithm for the diagnosis of thyroid nodules. Medicine (Baltimore). 2019
로봇수술 숙련도 평가 모델 및 트레이닝 시스템의 개발 및 적용 (한국연구재단 신진연구자지원사업, 2015~)
의료 빅데이터 융합 전문가 인력 양성을 위한 비정형 빅데이터의 정형화 기술 및 분석 플랫폼 개발(과학기술정보통신부, 정보통신방송연구개발사업, 세부책임자, 2019~)
222

Lee, Yuri Department of Textiles

  • Research LabFashion Merchandising Lab.
  • Research Area (Core AI)Learning & Reasoning, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

221

Ha, Soonhoi Department of Computer Science and Engineering

  • Research LabCodesign and Parallel Processing Laboratory
  • Research Area (Core AI)AI Platform, AI Chip
  • Research Area (X+AI)embedded systems, electronic systems

PUBLICATIONS

" Tensor Virtualization Technique to Support Efficient Data Reorganization for CNN Accelerators," DAC 2020 (to appear)
"A Novel CNN(Convolutional Neural Network) Accelerator That Enables Fully-pipelined Execution of Layers," ICCD 2019
"Fast Performance Estimation and Design Space Exploration of Manycore-based Neural Processors," DAC 2019
"C-GOOD: C-code Generation Framework for Optimized On-device Deep Learning," ICCAD 2018
"Joint Optimization of Speed, Accuracy, and Energy for Embedded Image Recognition Systems," DATE 2018
단말용 뉴럴 프로세서 시뮬레이션 및 소프트웨어 최적화 기술,  삼성종합기술원, 2016. 12 - 2020. 10
MIDAP (Memory-In-the DAtapath Processor) 뉴럴 프로세서의 성능 개선 연구, 삼성전자, 2018.5 - 2020.4
이종 하드웨어 가속기를 포함하는 모바일 플랫폼을 위한 시스템 수준의 딥 러닝 추론 최적화 기법, 삼성전자, 2018.3 - 2018.12
220

Kwon, Taekyoung Department of Computer Science and Engineering

  • Research LabNetwork Convergence & Security Laboratory
  • Research Area (Core AI)Vision & Perception, Data Intelligence, AI Security
  • Research Area (X+AI)Humanities/Social Sciences, Commerce

PUBLICATIONS

"Magnetic Field based Indoor Localization System: A Crowdsourcing Approach",  International Conference on Indoor Positioning and Indoor Navigation (IPIN 2019), Pisa, Italy, September 2019
"Unveiling a Socio-Economic System in a Virtual World: A Case Study of an MMORPG", World Wide Web Conference (WWW) 2018 (Industry track), Lyon, France, April. 2018.
"Privacy Leakage in Event-based Social Networks: A Meetup Case Study", In Proceedings of ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW`18), Jersey City, United States, November 2018
219

Lee, Eun-Ju Department of Communication

  • Research LabComputer-Mediated Communication
  • Research Area (Core AI)Human-AI Interaction
  • Research Area (X+AI)Humanities/Social Sciences, Media + AI

PUBLICATIONS

Lee, E.-J. (2010). What triggers social responses to flattering computers? Tests of anthropomorphism and mindlessness explanations. Communication Research, 37, 191-214.
Lee, E.-J. (2010). The more humanlike, the better? How speech type and users’ cognitive style affect social responses to computers. Computers in Human Behavior, 26, 665-672.
Lee, E.-J. (2009). I like you, but I won’t listen to you: Effects of rationality on affective and behavioral responses to computers that flatter. International Journal of Human-Computer Studies, 67, 628-638.
Lee, E.-J. (2008). Gender stereotyping of computers: Resource depletion or reduced attention? Journal of Communication, 58, 301-320.
218

Kim, Jun B. Department of Business Administration

  • Research LabMarketing Management, Digital Marketing, Data-Driven Marketing
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Business/Marketing/Management

PUBLICATIONS

im, Paulo Albuquerque, and Bart J. Bronnenberg (2017), “The Probit Choice Model under Sequential Search with an Application to Online Retailing,” Management Science, 63(11), 3911-3929.
Bronnenberg, Bart. J., Jun B. Kim, and Carl F. Mela (2016). “Zooming in on Choice: How do Consumers Search for Cameras Online?” Marketing Science, 35(5), 693-712.
Jiao Xu, Chris Forman, Jun B. Kim, and Koert Van Ittersum (2014), “News Media Platforms: Complements or Substitutes? The Case of Mobile News,” Journal of Marketing, 78:4 (July), 97-112
Jun B. Kim, Paulo Albuquerque, and Bart J. Bronnenberg (2011), “Modeling Online Consumer Search,” Journal of Marketing Research, 48:1 (February), 13-27
217

Cho-Paik, Myunghee Department of Statistics

  • Research LabBiostatistics Lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Data Intelligence
  • Research Area (X+AI)Medicine, Commerce, Manufacturing

PUBLICATIONS

Contextual multi-armed bandit algorithm for semiparametric reward model. presented at ICML 2019
Doubly Robust Lasso Bandit. presented at NeurIPs 2019
Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric.  presented at ACML 2019 and published at Machine Learning
Lipschitz continuous autoencoders in application to anomaly detection.  accepted for AISTAT 2020
Uncertainty quantification using Bayesian neural networks in classification: Application to biomedical image segmentation. published at CSDA
딥러닝의 통계적 접근: 의료영상자료를 위한 합성곱 신경망 모형의 새로운 통계적 추론 방법 연구 (연구재단 중견연구, 2017-03-01 - 2020-02-29)
216

김지홍 컴퓨터공학부

  • Research Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

215

Park, Kiwan Department of Business Administration

  • Research LabStrategic Brand Management, Consumer Behavior, Consumer Insight
  • Research Area (Core AI)Learning & Reasoning, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Commerce

PUBLICATIONS

Kim, Hakkyun, Kyoungmi Lee, and Kiwan Park (2015), “Balancing Out Feelings of Risk by Playing It Safe: The Effect of Social Networking on Subsequent Risk Judgment,” Organizational Behavior and Human Decision Processes, 131(November), 121-131.
Kim, Hakkyun, Kiwan Park, and Norbert Schwarz (2010), “Will This Trip Really Be Exciting? The Role of Incidental Emotions in Product Evaluation,” Journal of Consumer Research, 36 (April), 983-991.
Priester, Joseph R., Richard E. Petty, and Kiwan Park (2007), “Whence Univalent Ambivalence? From the Anticipation of Conflicting Reactions,” Journal of Consumer Research, 34(June), 11-21.
4차산업 혁명 시대의 서비스 사용 촉진 및 저해 요인에 대한 분석, 한국연구재단 중견연자지원(2019S1A5A2A01050564), 2019.07-2022.06, 연구책임자
214

임도빈 Department of Public Administration

  • Research Lab
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

저서
임도빈. (2021). 더 좋은 나라, 이렇게 하면 어떨까?:한국 사회가 묻고, 임도빈이 답하다. 서울:윤성사
엄석진 [외]. (2021). AI와 미래행정=AI and future administration. 서울: 박영사. 
임도빈. (2020). 비교행정. 백완기, 박종민(편). 학문연구의 동향과 쟁점 행정학 (pp.131-152). 서울: 대한민국학술원.


논문
임도빈. (2021). 정책과 문화예술의 관계: 코로나 19 이후의 변화를 중심으로. 문화예술융합연구, 2(1), 5-25.
정윤진, 경규웅, 임도빈. (2021). 공공봉사동기와 사회적 영향력이 직무만족에 미치는 영향: 공공서비스 개인-조직 적합성의 관점에서. 행정논총, 59(2), 175-200.
Chung, K. H., & Im, T. (2021). Happiness in developing countries: can government competitiveness substitute for formal institutions?. International Review of Administrative Sciences, 00208523211000421.
정윤진, 김필, 임도빈. (2021). 지방․지역인재 우대 인사정책에 대한 공무원의 태도.한국인사행정학회보, 20(1),37-66.
Im, T., & Campbell, J. W. (2020). Coordination, Incentives, and Persuasion: South Korea’s Comprehensive Approach to COVID-19 Containment. Korean Journal of Policy Studies, 35(3), 119-139."
213

Ko, Hyeong-Seok Department of Electrical and Computer Engineering

  • Research LabGraphics & Media Lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception
  • Research Area (X+AI)Manufacturing

PUBLICATIONS

Wonseop Lee, Hyeong-Seok Ko. Heuristic misfit reduction: A programmable approach for 3D garment fit customization. Computer & Graphics, 71, 1-13.
Dong-Hoon Han, Ick-Hoon Cha, Kyung-Hyun Lee and Hyeong-Seok Ko. Garment Preconditioning and Regional Simulation Omission for Trying-On Virtual Ensembles. Computer Animation and Social Agents 2019.
Goanghun Kim and Hyeong-Seok Ko. A Practical Approach to Physically‐Based Reproduction of Diffusive Cosmetics. Computer Graphics Forum. Volume 37, Number 7.
CCTV 영상으로부터 3D 모델과 딥러닝 및 이미지 품질 개선 기술을 활용한 정면 얼굴 복원 기술 개발, 과학기술정보통신부, 2018~2023.
의류 직물의 3D 재현 연구. 한국연구재단. 2012~2015.
증강현실 기술을 이용한 실시간 매직미러 서비스 기술개발. 정보통신산업진흥원. 2012~2014.
212

장정주 경영학과

  • Research Lab경영정보
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)

PUBLICATIONS

211

Park, Jaeheung Department of Intelligence and Information

  • Research LabDynamic Robotic Systems Lab
  • Research Area (Core AI)Robotics & Action, Autonomous Driving
  • Research Area (X+AI)Arts, Medicine, Manufacturing

PUBLICATIONS

210

엄현상 Department of Computer Science and Engineering

  • Research Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

209

Kim, Myung-Soo Department of Computer Science and Engineering

  • Research Lab3D Modeling and Processing Lab
  • Research Area (Core AI)Robotics & Action
  • Research Area (X+AI)Medicine, Manufacturing

PUBLICATIONS

208

Cheon, Jung Hee Department of Mathematical Sciences

  • Research LabHomomorphic Encryption
  • Research Area (Core AI)AI Security, AI Theory
  • Research Area (X+AI)Medicine, Finance, Commerce

PUBLICATIONS

Numerical Method for Comparison on Homomorphically Encrypted Numbers, With Dongwoo Kim, Duhyeong Kim, Hunhee Lee and Keewoo Lee, Asiacrypt'19 (Invited to Journal of Cryptology)
Statistical Zeroizing Attack: Cryptanalysis of Candidates of BP Obfuscation over GGH15 Multilinear Map, With Wonhee Cho, Minki Hhan, Jiseung Kim and Changmin Lee, CRYPTO'19
Cryptanalyses of Branching Program Obfuscations over GGH13 Multilinear Map from the NTRU Problem, With Minki Hhan, Jiseung Kim and Changmin Lee, CRYPTO'18
207

Park, Woojin Department of Industrial Engineering

  • Research LabLife Enhancing Technology Lab
  • Research Area (Core AI)Human-AI Interaction, Autonomous Driving
  • Research Area (X+AI)User Experience

PUBLICATIONS

206

Kim, Hyoung Joo Department of Computer Science and Engineering

  • Research LabInternet Database Lab
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Data Preprocessing

PUBLICATIONS

Hye-Won Lim; Hyoung-Joo Kim, "Tensor-based tag emotion aware recommendation with probabilistic ranking", KSII Transactions on Internet and Information Systems, vol. 13, no. 12, pp. 5826-5841, 2019
Hye-Won Lim; Hyoung-Joo Kim, "Item recommendation using tag emotion in social cataloging services", Expert Systems with Applications 89, pp.179-187, 2017
Hee-Gook Jun; Dong-Hyuk Im; Hyoung-Joo Kim, "An RDF Metadata-based Weighted Semantic Pagerank Algorithm", International Journal of Web & Semantic Technology, vol. 7 no. 2 pp. 11-24, Apr. 2016
Woo-Hyun Lee, Hee-Gook Jun, and Hyoung-Joo Kim, "Hadoop Mapreduce Performance Enhancement Using In-Node Combiners", International Journal of Computer Science & Information Technology, vol. 7 no. 5 pp. 1-18, Oct. 2015
Hyunwoo Kim, Taewhi Lee, and Hyoung-Joo Kim, "A Parallel Tag Affinity Computation for Social Tagging Systems using MapReduce", International Journal of Big Data Intelligence, vol. 1 no. 3 pp. 141-150, 2014
삼성전자 반도체부문을 위한 Data Scientist 교육,  2018년 ~ 현재
205

Choi, Jin Young Department of Electrical and Computer Engineering

  • Research LabPerception and Intelligence Lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception
  • Research Area (X+AI)security, visual surveillance

PUBLICATIONS

Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning, CVPR 2017
A Comprehensive Overhaul of Feature Distillation, ICCV 2019
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning, ICCV 2019
Associative Variational Auto-encoder with Distributed Latent Spaces and Associators, AAAI 2020
Context-aware Deep Feature Compression for High-speed Visual Tracking, CVPR 2018
예지형 시각 지능 원천 기술 개발, 과학기술정보통신부, 2014.  4.  1 ~ 2024.  2. 29
Thinking Machine: 다중 감각 심층 신경망 기반 연상 작용의 실현 및 영상 생성 연구, 과학기술정보통신부, 2017. 09. 01 - 2020. 12. 31
실외 무인 경비 로봇을 위한 멀티모달 지능형 정보분석 기술 개발, 과학기술정보통신부, 2017. 04. 01 ~ 2021. 12. 31
204

Cha, Hyuk-Jin Department of Pharmacy

  • Research LabCell Signaling Laboratory
  • Research Area (Core AI)Drug prediction, transcriptome analysis, Drug sensitivity prediction
  • Research Area (X+AI)Bio

PUBLICATIONS

203

Lee, Sukjae Department of Philosophy

  • Research LabHistory of Early Modern Western Philosophy
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

202

Yun, Myung Hwan Department of Industrial Engineering

  • Research LabCenter for Human Interface Systems
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence, Autonomous Driving, User Interface User Experience
  • Research Area (X+AI)Humanities/Social Sciences, Human Factors Cognitive Engineering

PUBLICATIONS

A Systematic Review of a Virtual Reality System from the Perspective of User Experience Yong Min Kim, Ilsun Rhiu, Myung Hwan Yun 2019
International Journal of Human–Computer Interaction 1-18
Mining affective experience for a kansei design study on a recliner Wonjoon Kim, Taehoon Ko, Ilsun Rhiu, Myung Hwan Yun
2019/1/1 Applied ergonomics 74 145-153
Queueing Network Based Driver Model for Varying Levels of Information Processing
Ye Lim Rhie, Ji Hyoun Lim, Myung Hwan Yun 2018/10/31 IEEE Transactions on Human-Machine Systems 49 6 508-517
Classification of children’s sitting postures using machine learning algorithms Yong Min Kim, Youngdoo Son, Wonjoon Kim, Byungki Jin, Myung Hwan Yun
2018/8 Applied Sciences 8 8 1280
Exploring User Experience of Smartphones in Social Media: A Mixed-Method Analysis
Ilsun Rhiu, Myung Hwan Yun 2018/5/14
International Journal of Human–Computer Interaction
AI 를 이용한 스마트 체어 시스템. 산업부/DBK 2017-2019
201
  • Research LabHigh dimensioal massive data analysis
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)

PUBLICATIONS

200

Chang, Woojin Department of Industrial Engineering

  • Research LabFinancial Risk Engineering Lab
  • Research Area (Core AI)Data Intelligence, FinTech Application
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Manufacturing

PUBLICATIONS

199

Lee, Jongsub Department of Business Administration

  • Research LabInternational Corporate Finance, Corporate Governance, Credit Risk
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Commerce

PUBLICATIONS

198

Lee, Weonjong Department of Physics and Astronomy

  • Research LabLattice Gauge Theory Research Center
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence, AI and data analysis
  • Research Area (X+AI)Physics

PUBLICATIONS

197

Lee, Keun Department of Economics

  • Research LabChinese Economy
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Manufacturing, 기술혁신

PUBLICATIONS

When an Importer’s Protection of IPR Interacts with an Exporter’s Level of Technology: Comparing the Impacts on the Exports of the North and South (with Wonkyu Shin and Walter G. Park). World Economy. 2015.
Changing Performance of Business Groups over Two Decades: Technological Capabilities and Investment Inefficiency in Korean Chaebols (with Kineung Choo, Keunkwan Ryu and Jungmo Yoon).
196

Moon, Byung-Ro Department of Computer Science and Engineering

  • Research LabOptimization Lab
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence, Optimization Algorithms
  • Research Area (X+AI)Finance, Logistics, Manufacturing

PUBLICATIONS

쉽게 배우는 알고리즘, 2018, 한빛미디어
Sungjoo Ha, Sangyeop Lee, Byung-Ro Moon, "Investigation of the Latent Space of Stock Market Patterns with Genetic Programming,"  Genetic and Evolutionary Computation Conference, pp. 1254-1261, 2018
Seung-Hyun Moon, Yong-Hyuk Kim, Yong Hee Lee, Byung-Ro Moon, "Application of machine learning to an early warning system for very short-term heavy rainfall," Journal of Hydrology, 2019
Seung-Hyun Oh, Byung-Ro Moon, "Automatic Reproduction of a Genius Algorithm: Strassen's Algorithm Revisited by Genetic Search," IEEE Transactions on Evolutionary Computation, 14, 2, pp. 246-251, 2010
Il-Seok Oh, Jin-Seon Lee, Byung Ro Moon, "Hybrid Genetic Algorithms for Feature Selection," IEEE Transactions on Pattern Analysis and Machine Intelligence, 26, 11, pp. 1424-1437, 2004
게임로그 기반 최적화 매칭 알고리즘 도출, 넷마블, 2018.12~2019.7
팽이버섯 생산 최적화 및 자문, 대흥농산, 2019.3~2019.8
LMS 고반응 요건 선별 및 자문, 현대카드, 2016.7~2017.4
195

Choi, Syngjoo Department of Economics

  • Research LabBehavioral Economics
  • Research Area (Core AI)Human-AI Interaction, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance

PUBLICATIONS

The Role of Education Interventions in Improving Economic Rationality (with Hyuncheol Bryant Kim, Booyuel Kim, and Cristian Pop-Eleches). Science, 362(6410), 83-86. 2018.
Who Is (More) Rational? (with Shachar Kariv, Wieland Müller and Dan Silverman). American Economic Review, 105(6), 1518-1550. 2014.
Consistency and Heterogeneity of Individual Behavior under Uncertainty (with Raymond Fisman, Douglas Gale and Shachar Kariv). American Economic Review, 97(5), 1921-1938. 2007.
Trading in Networks: Theory and Experiment (with Andrea Galeotti and Sanjeev Goyal). Journal of the European Economic Association, 15(4), 784-817. 2017.
Estimating Ambiguity Aversion in a Portfolio Choice Experiment (with David Ahn, Douglas Gale, and Shachar Kariv). Quantitative Economics, 5(2), 195-223. 2014.
194
  • Research Lab컴퓨터 구조 메모리 연구소
  • Research Area (Core AI)AI Platform
  • Research Area (X+AI)

PUBLICATIONS

193

Kang, Hyeong Jin Department of Medicine

  • Research LabPediatrics
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

192

Lee, Chang-Gun Department of Computer Science and Engineering

  • Research LabReal Time Ubiquitous Systems Lab
  • Research Area (Core AI)Robotics & Action, AI Platform, Autonomous Driving
  • Research Area (X+AI)Manufacturing

PUBLICATIONS

Kang-Wook Kim, Youngeun Cho, Jeongyoon Eo, Chang-Gun Lee, and Junghee Han, System-wide Time vs. Density Tradeoff in Real-Time Multicore Fluid Scheduling, in IEEE Transactions on Computers (TC), Vol. 67, Issue 7, pp. 7, July 2018.
Youngeun Cho, Do Hyung Kim, Daechul Park, Seungsu Lee, and Chang-Gun Lee, Conditionally Optimal Task Parallelization for Global EDF on Multi-core Systems, in IEEE Real-Time Systems Symposium (RTSS), Dec. 2019.
Kyoung-Soo We, Seunggon Kim, Wonseok Lee, and Chang-Gun Lee, Functionally and Temporally Correct Simulation of Cyber-Systems for Automotive Systems, in IEEE Real-Time Systems Symposium (RTSS), Paris, France, Dec. 2017.
Duhee Lee, Chang-Gun Lee, and Kanghee Kim, A Generic Framework for Soft Real-Time Program Executions on NAND Flash Memory in Multi-Tasking Embedded Systems, in 30th IEEE Real-Time Systems Symposium, Washington D.C., U.S., Dec. 2009.
E. Felemban, Chang-Gun Lee, E. Ekici, R. Boder, and S. Vural, Probabilistic QoS Guarantee in Reliability and Timeliness Domains in Wireless Sensor Networks, in IEEE INFOCOM, Vol. 4, Mar. 2005.
[2015. 03. ~ 2023. 02.] (SW Star Lab) Real-Time System SW on Multicore and GPGPU for Unmanned Vehicles, IITP
[2011. 07. ~ 2018. 10.] Development of Techniques for ECU-Level Real-Time Verification/Implementation, Hyundai/Kia Motors
191

Jhe, Wonho Department of Physics and Astronomy

  • Research LabAtomic, Molecular, and Optical Physics
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Data Intelligence
  • Research Area (X+AI)Manufacturing, AI-based instruments

PUBLICATIONS

Interfacial thermodynamics of spherical nanodroplets: Molecular understanding of surface tension via hydrogen bond network
GCIceNet: A Graph Convolution Network For Deep Learning Of Ice Phases
AI-based atomic force microscopy
리더연구과제 0차원 나노플루이딕스
190

Lee, Sangyeol Department of Statistics

  • Research LabTime Series and Predictive Analytics Lab.
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

189

Yi, Kwangkeun Department of Computer Science and Engineering

  • Research LabProgramming Research Laboratory
  • Research Area (Core AI)AI Platform, AI Security, ai verification, security, safety
  • Research Area (X+AI)

PUBLICATIONS

[book] Introduction to Static Analysis: an abstract interpretation perspective, MIT Press, 2020
Adaptive Static Analysis via Learning with Bayesian Optimization, TOPLAS 40(4), no.14, 2018
Global Sparse Analysis Framework, TOPLAS 36(3), no.8, 2014
Optimizing Homomorphic Evaluation Circuits by Program Synthesis and Term Rewriting, PLDI 2020
Selective Context-Sensitivity Guided by Impact Pre-Analysis, PLDI 2014
과기부 연구재단 선도연구센터(ERC), 소프트웨어무결점 연구센터, 센터장, 2008-2015
과기부 연구재단 창의연구단(CRI), 프로그램분석시스템 연구단, 연구단장, 1998-2003
188

Cho, Sungzoon Department of Industrial Engineering

  • Research LabBigData AI Center
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Data Intelligence
  • Research Area (X+AI)Finance, Logistics, Manufacturing

PUBLICATIONS

세상을 읽는 새로운 언어, 빅데이터, 조성준, 21세기북스, 2019.08.28, ISBN 9788950982737
Fault Detection and Diagnosis Using Self-Attentive Convolutional Neural Networks for Variable-length Sensor Data in Semiconductor Manufacturing, Eunji kim, Sungzoon Cho, Byeong eon Lee, Myoungsu Cho, IEEE Transactions on Semiconductor Manufacturing, Volume: 32 , Issue: 3 , Aug. 2019, Page(s): 302 - 309
Champion-challenger analysis for credit card fraud detection: hybrid ensemble and deep learning, Eunji Kim, Jehyuk Lee, Hunsik Shin, Hoseong Yang, Sungzoon Cho, Seung-kwan Nam, Youngmi Song, Jeong-a Yoon, Jong-il Kim, Wooho Chung, Kyungmo La, Kangshin Ko, Expert Systems with Applications, Volume 128, 15 August 2019, Pages 214-224
Stock Price Prediction through Sentiment Analysis of Corporate Disclosures Using Distributed Representation, Misuk Kim, Eunjeong Lucy Park, and Sungzoon Cho, Intelligent Data Analysis Journal, Vol. 22(6) pp. 1395-1413 December, 2018
"Machine learning-based anomaly detection via integration of manufacturing, inspection and after-sales service data", Taehoon Ko, Je Hyuk Lee, Hyunchang Cho, Sungzoon Cho, Wounjoo Lee, Miji Lee, Industrial Management & Data Systems, Vol. 117 Issue: 5, 2017, pp.927-945
기업 공시 데이터를 활용한 기업 네트워크 구축, 연구재단, 2018~2021
기계학습을 활용한 데이터 기반 진단, 고장예지 및 내구성 평가, 삼성전자, 2016~2021
예방품질능력 강화 위한 컨버터 지능형 진단 기술 개발, 현대차, 2018~2019
187

허성호 환경계획학과

  • Research Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

186

Chung, Jin Ho Department of Medicine

  • Research LabSkin aging, Photobiology, Geriatric dermatology, Anti-skin aging, Cosmetology
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Data Intelligence
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine

PUBLICATIONS

185

Lee, Joonhwan Department of Communication

  • Research LabHuman+Computer Interaction+Design Lab
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Human-AI Interaction
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Media + AI

PUBLICATIONS

Soomin Kim, Jinsu Eun, Changhoon Oh, Bongwon Suh & Joonhwan Lee (2020) Bot in the Bunch: Facilitating Group Chat Discussion by Improving Efficiency and Participation with a Chatbot. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). Association for Computing Machinery, New York, NY, USA, Paper 654, 1-13.
Dongwhan Kim & Joonhwan Lee (2019) Designing an Algorithm-Driven Text Generation System for Personalized and Interactive News Reading, International Journal of Human–Computer Interaction, 35:2, 109-122, DOI: 10.1080/10447318.2018.1437864
Soomin Kim, Joonhwan Lee, and Gahgene Gweon (2019) Comparing Data from Chatbot and Web Surveys: Effects of Platform and Conversational Style on Survey Response Quality. In Proceedings of the 2019 CHI Conference on Human ctors in Computing Systems (CHI ’19). Association for Computing Machinery, New York, NY, USA, Paper 86, 1–12. DOI:https://doi.org/10.1145/3290605.3300316
SoHyun Park, Jeewon Choi, Sungwoo Lee, Changhoon Oh, Changdai Kim, Soohyun La, Joonhwan Lee & Bongwon Suh (2019) Designing a Chatbot for a Brief Motivational Interview on Stress Management: Qualitative Case Study, Journal of medical Internet research 21 (4), e12231, https://www.jmir.org/2019/4/e12231/
Jieun Wee, Sooyeun Jang, Joonhwan Lee & Woncheol Jang (2017) The influence of depression and personality on social networking, Computers in Human Behavior, 74, 45-52, https://doi.org/10.1016/j.chb.2017.04.003
로봇 저널리즘 기반의 방송 뉴스 콘텐츠 제작 기술 개발, 과학기술정보통신부, 2017.4.1 ~ 2019.12.31
성범죄 피해자 진술 지원 시스템 연구, 과학정보기술통신부, 2018/08/01 ~ 2020/12/31
184

Chung, Hyun-Tai Department of Medicine

  • Research LabNeurosurgery
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Medicine

PUBLICATIONS

183

Lee, Jaemin Department of Law

  • Research LabInternational Law
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Commerce

PUBLICATIONS

Subsidies for Illegal Activities? - Reframing IUU Fishing from the Law Enforcement Perspective JOURNAL OF INTERNATIONAL ECONOMIC LAW  단독  201906
Two bites at the same apple? ‘derivative’ ISDS proceedings in the revised Korea-US FTA JOURNAL OF EAST ASIA AND INTERNATIONAL LAW  단독  201903
TRADE AGREEMENTS' NEW FRONTIER-REGULATION OF STATE-OWNED ENTERPRISES AND OUTSTANDING SYSTEMIC CHALLENGES ASIAN JOURNAL OF WTO & INTERNATIONAL HEALTH LAW AND POLICY  단독  201903
182

Park, Chang Min Department of Medicine

  • Research LabRadiology Artificial Intelligence Lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Human-AI Interaction
  • Research Area (X+AI)Medicine

PUBLICATIONS

Development and Validation of a Deep Learning-Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs. JAMA Netw Open. 2 (3), e191095 2019 Mar 1
Development and Validation of Deep Learning-based Automatic Detection Algorithm for Malignant Pulmonary Nodules on Chest Radiographs. Radiology. 290 (1), 218-228 Jan 2019
Development and Validation of a Deep Learning-based Automatic Detection Algorithm for Active Pulmonary Tuberculosis on Chest Radiographs. Clin Infect Dis. 69 (5), 739-747 2019 Aug 16
Deep Learning for Chest Radiograph Diagnosis in the Emergency Department. Radiology. 293 (3), 573-580 Dec 2019
CT-based Deep Learning Model to Differentiate Invasive Pulmonary Adenocarcinomas Appearing as Subsolid Nodules Among Surgical Candidates: Comparison of the Diagnostic Performance With a Size-Based Logistic Model and Radiologists. Eur Radiol. 2020 Feb 13[Online ahead of print]
2017.03.-2020.02. 인공지능 딥러닝 알고리즘을 이용한 폐결절 분류 및 폐암 진단 시스템 개발. 한국연구재단 (미래창조과학부)
2017.11-2019.10.31. 다기관 의료영상 인공지능 연구를 위한 보안 클라우드 플랫폼. 서울시 산학연 협력사업 (서울시)
181

Seong, Seung-Yong Department of Medicine

  • Research LabMicrobiology and Immunology
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

180

장병탁 컴퓨터공학부

  • Research Lab바이오인텔리전스 랩
  • Research Area (Core AI)Learning & Reasoning,Brain & Mind,Language & Cognition,Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences,Bio,Brain

PUBLICATIONS

Answerer in questioner's mind: Information theoretic approach to goal-oriented visual dialog, S.-W. Lee, Y.-J. Heo, B.-T. Zhang, The 32nd Annual Conference on Neural Information Processing Systems (NIPS 2018), (Spotlight)
Bilinear attention networks, J.-H. Kim, J. Jun, B.-T. Zhang, The 32nd Annual Conference on Neural Information Processing Systems (NIPS 2018)
Overcoming catastrophic forgetting by incremental moment matching, S.-W. Lee, J.-H. Kim, J. Jun, J.-W. Ha, and B.-T. Zhang, The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)
Multimodal residual learning for visual QA, J.-H. Kim, S.-W. Lee, D.-H. Kwak, M.-O. Heo, J. Kim, J.-W. Ha, and B.-T. Zhang, In The 30th Annual Conference on Neural Information Processing Systems (NIPS 2016)
179

Lee, Yong Seuk Department of Medicine

  • Research LabNeurophysiology Lab
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Medicine

PUBLICATIONS

178

Steinegger, Martin Department of Biological Sciences

  • Research LabComputational Biology
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

177

황승원 Department of Computer Science and Engineering

  • Research Lab언어 데이터 지능 연구실
  • Research Area (Core AI)Language & Cognition,Data Intelligence
  • Research Area (X+AI)검색, 언어, 지식그래프

176

Lee, Youngki Department of Computer Science and Engineering

  • Research LabHuman-Centered Computing Systems Lab
  • Research Area (Core AI)AI Platform, Human-AI Interaction
  • Research Area (X+AI)Humanities/Social Sciences, Commerce, Healthcare, Education

PUBLICATIONS

175

김용대 Department of Statistics

  • Research Lab지능형자료분석 연구실
  • Research Area (Core AI)Learning & Reasoning, AI Law & Ethics, Data Intelligence
  • Research Area (X+AI)Commerce, Manufacturing, Finance

PUBLICATIONS

Ohn, Ilsang, and Yongdai Kim. "Nonconvex sparse regularization for deep neural networks and its optimality." Neural Computation, 2022
Kim, Dongha, and Yongdai Kim. "Understanding Effects of Architecture Design to Invariance and Complexity in Deep Neural Networks." IEEE Access, 2021.
Kim, Yongdai, Ilsang Ohn, and Dongha Kim. "Fast convergence rates of deep neural networks for classification." Neural Networks,  2021.
Kim, Minjin, Young-geun Kim, Dongha Kim, Yongdai Kim & Myunghee Cho Paik. "Kernel-convoluted Deep Neural Networks with Data Augmentation." Association for the Advancement of Artificial Intelligence (AAAI), 2021.
Kim, Dongha, Jaesung Hwang, and Yongdai Kim. "On casting importance weighted autoencoder to an EM algorithm to learn deep generative models." International Conference on Artificial Intelligence and Statistics (AISTATS), 2020.
Ohn, Ilsang, and Yongdai Kim. "Smooth function approximation by deep neural networks with general activation functions." Entropy , 2019.
정책 변화를 유연하게 반영하여 준수하는 인공지능 기술 개발, 정보통신기획평가원, 2022.04.01. ~ 2026.12.31.
인공지능 모델과 학습데이터의 편향성 분석-탐지-완화·제거 지원 프레임워크 개발, 정보통신기획평가원, 2021.01.01. ~ 2022.12.31.
기계학습을 위한 성긴 방법론에 대한 연구, 한국연구재단, 2020.03.01. ~ 2025.02.28.
174

Rhee, Wonjong Department of Intelligence and Information

  • Research LabApplied Data Science Lab
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)

PUBLICATIONS

Choi, Daeyoung, and Wonjong Rhee. "Utilizing class information for deep network representation shaping." Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 33. 2019.
Shin, Changho, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, and Wonjong Rhee. "Subtask gated networks for non-intrusive load monitoring." In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, pp. 1150-1157. 2019.
Jung, Wonkyung, Daejin Jung, Sunjung Lee, Wonjong Rhee, and Jung Ho Ahn. "Restructuring batch normalization to accelerate CNN training." SysML (2018).
Yu, Wei, Wonjong Rhee, Stephen Boyd, and John M. Cioffi. "Iterative water-filling for Gaussian vector multiple-access channels." IEEE Transactions on Information Theory 50, no. 1 (2004): 145-152.
Rhee, Wonjong, and John M. Cioffi. "On the capacity of multiuser wireless channels with multiple antennas." IEEE Transactions on Information Theory 49, no. 10 (2003): 2580-2595.
정보이론 및 최적화이론을 활용한 딥러닝의 수학적 원리 및 응용 연구, 연구재단/중견, 2017.9~2020.8
최신 딥러닝 기법을 이용한 반도체 소자 모델링 기법 혁신, 하이닉스, 2019.3~2019.12
SKINET AutoML 구현을 위한 HPO (Hyper Parameter Optimization)및  NAS(Neural Architecture Search) 연구, SK Telecom, 2018.4~2018.12
173

Bahk, Saewoong Department of Electrical and Computer Engineering

  • Research LabNetwork Lab.
  • Research Area (Core AI)Learning & Reasoning, Robotics & Action, Human-AI Interaction
  • Research Area (X+AI)Logistics, Manufacturing, Energy

PUBLICATIONS

Seowoo Jang, Kang G. Shin, and Saewoong Bahk "Post-CCA and Reinforcement Learning based Bandwidth Adaptation in 802.11ac Networks," IEEE Transactions on Mobile Computing, vol. 17, no. 2, pp. 419-432, Feb. 2018.
Jeongyoon Heo, Byungjun Kang, Jin Mo Yang, Jeongyeup Paek, and Saewoong Bahk, "Performance-Cost Tradeoff of Using Mobile Roadside Units for V2X Communication," IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 9049-9059, Sep. 2019.
Hyung-Sin Kim, JeongGil Ko, and Saewoong Bahk, "Smarter Markets for Smarter Life: Applications, Challenges and Deployment Experiences," IEEE Communications Magazine, vol. 55, no. 5, pp. 34-41, May. 2017.
Sung-Guk Yoon, Young-June Choi, Jong-Keun Park and Saewoong Bahk, "Stackelberg Game based Demand Response for At-Home Electric Vehicle Charging," IEEE Transactions on Vehicular Technology, vol. 65, issue 6, pp. 4172-4184, June 2016.
Jongwook Lee and Saewoong Bahk, "On the MDP-based Cost Minimization for Video-on-Demand Services in a Heterogeneous Wireless Network with Multi-Homed Terminals," IEEE Transactions on Mobile Computing, vol. 12, issue. 9, pp. 1737-1749, Sep. 2013
One of Top 100 Research results in 2018 - Disaster Communication Convergence Technology Research (2016.04.01-2017.12.31.) IITP
172

Kim, Cheongtag Department of Psychology

  • Research LabQuantitative Psychology
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

김청택 (2019). 빅데이터를 이용한 심리학 연구 방법. 한국심리학회지: 일반, 38(4), 519-548. DOI : 10.22257/kjp.2019.12.38.4.519
Noh, Y., Lee, D. D., Yang, K., Kim, C., & Zhang, B. (2015). Molecular Learning with DNA Kernel Machines, Biosystems, 137, 73-83.
Preacher, K. J., Zhang, G., Kim, C., & Mels, G. (2013). Choosing the optimal number of factors in exploratory factor analysis: A model selection perspective. Multivariate Behavioral Research, 48, 28-56.
Suh, Y. , Yu, J., Mo, J, Song, L, & Kim (2017).A Comparison of Oversampling Methods on Imbalanced Topic Classification of Korean News Articles, Journal of Cognitive Science, 18, 391-437.
김청택, 이태헌(2002). 뇌와 인지모형: 잠재의미분석을 사용한 문서분류. 한국심리학회지:실험 및 인지, 14(4), 309-320.
171

Rha, Jo (Jong-Youn) Department of Consumer and Child Studies

  • Research LabConsumer Information & Retailing Lab.
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Commerce

PUBLICATIONS

"Personalization-privacy paradox and consumer conflict with the use of location based commerce", Computers in Human Behavior, 63, 453-462
"Consumer ambivalence towards personlized technology and intention to use mobile commerce: The moderating role of gender", International Journal of Electrononic Commerce Studies, 8(2), 158-179
"온라인트래킹에 대한 소비자 인식과 정책적 시사점",  소비자학연구,  29(2), 171-198
온라인 환경에서 아동에 특화된 개인정보보호 연구, 한국인터넷진흥원, 2019.7-12.
패션이미지의 속성 분석을 통한 Fad Detection,  민간과제, 2019.
170

Kwak, Nojun Department of Intelligence and Information

  • Research LabMachine Intelligence & Pattern Recognition Lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Multi-modal Learning
  • Research Area (X+AI)

PUBLICATIONS

Jisoo Jeong, Seungeui Lee, Jeesoo Kim and Nojun Kwak, "Consistency-based Semi-supervised Learning for Object detection", Thirty-third Conference on Neural Information Processing Systems (NeurIPS2019), Vancouver, Canada, Dec. 2019.
Simyung Chang, SeongUk Park, John Yang and Nojun Kwak, "Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation, International Conference on Computer Vision (ICCV2019), Seoul, Korea, Oct. 2019
Simyung Chang, John Yang, Jaeseok Choi and Nojun Kwak, "Genetic-Gated Networks for Deep Reinforcement Learning", Thirty-second Conference on Neural Information Processing Systems (NeurIPS2018), Montreal, Canada, Dec. 2018.
Jangho Kim, SeoungUK Park and Nojun Kwak, "Paraphrasing Complex Network: Network Compression via Factor Transfer", Thirty-second Conference on Neural Information Processing Systems (NeurIPS2018), Montreal, Canada, Dec. 2018.
Daesik Kim, Youngjoon Yoo, Jeesoo Kim, Sangkuk Lee and Nojun Kwak, "Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams", The Thirtieth IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2018), Salt Lake City, UT, June 2018.
Thinking Machine: 다중 감각간 관계 지식을 활용한 통합 사고 신경망 연구, 약 18억, 한국연구재단, 2017.11 - 2020.12
169

Suh, Bongwon Department of Intelligence and Information

  • Research LabHuman-Centered Computing Laboratory
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Finance

PUBLICATIONS

I lead, you help but only with enough details: Understanding user experience of co-creation with artificial intelligence, CHI 2018
Us vs. them: Understanding artificial intelligence technophobia over the google deepmind challenge match, CHI 2017
Enhancing VAEs for collaborative filtering: flexible priors & gating mechanisms, RecSys 2019
Bot in the Bunch: Facilitating Group Chat Discussion by Improving Efficiency and Participation with a Chatbot, CHI 2020
Understanding User Perception of Automated News Generation System, CHI 2002
심전도 데이터를 활용한 부정맥 진단 알고리즘 모델 공동 개발, LG전자, 2019-11-20 ~ 2020-06-30
AI기반 문자인식(OCR) 알고리즘, 교보생명주식회사, 2019-10-21 ~ 2020-03-20
로봇 저널리즘 기반의 방송 뉴스 콘텐츠 제작 기술 개발, 과기정통부, 2017-04-01 ~ 2019-12-31
168

Uwe, Fischer Department of Physics and Astronomy

  • Research LabMarkAny Prevent Capture
  • Research Area (Core AI)Learning & Reasoning, Machine Learning for Quantum Many-Body Physics
  • Research Area (X+AI)Physics

PUBLICATIONS

167

Choi, Hyunyong Department of Physics and Astronomy

  • Research LabUltrafast Quantum Photonics Laboratory
  • Research Area (Core AI)AI Platform
  • Research Area (X+AI)Bio, Energy, Optical system, materials sciences

PUBLICATIONS

Nano Letters 19, 7464−7469 (2019)
Nature Nanotechnology 13, 910-914 (2018)
Nature Communications 9, 351 (2018)
Nano Letters 18, 734 (2018)
Nature Communications 7, 13569 (2016)
166

Song, Inseong Department of Business Administration

  • Research LabMarketing Management, Marketing Research, Marketing Modeling
  • Research Area (Core AI)Marketing analytics
  • Research Area (X+AI)Marketing

PUBLICATIONS

165

Shin, Yeong Gil Department of Computer Science and Engineering

  • Research LabComputer Graphcis and Image Processing Lab
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Bio

PUBLICATIONS

Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation
AI기반 의료영상 데이터 Labeling 기술연구, (주)인피니트헬스케어, 2020-04-01~2021-03-31
인공지능기반 파노라마, CT영상 병변 인식 기술개발, (주)오스템임플란트, 2019-12-16~2021-02-15
인공지능 기반 CT 영상 분할 기술 개발, (주)오스템임플란트, 2019-02-01~2019-10-31
164

문봉기 컴퓨터공학부

  • Research Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

163

Eom, Moonyoung Department of Education

  • Research LabEducational Administration
  • Research Area (Core AI)Vision & Perception, Human-AI Interaction, AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Finance

PUBLICATIONS

162

Chung, Chun Kee Department of Brain and Cognitive Sciences

  • Research LabHuman Brain Function Laboratory
  • Research Area (Core AI)Vision & Perception, Robotics & Action, Human-AI Interaction
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

Characterization of brain network supporting episodic memory in the absence of one medial temporal lobe.

Jeong W, Lee H, Kim JS, Chung CK.

Hum Brain Mapp. 2019 May;40(7):2188-2199.
Direct Stimulation of Human Hippocampus During Verbal Associative Encoding Enhances Subsequent Memory Recollection.

Jun S, Kim JS, Chung CK.

Front Hum Neurosci. 2019 Feb 5;13:23.
Neural basis of episodic memory in the intermediate term after medial temporal lobe resection.

Jeong W, Lee H, Kim JS, Chung CK.

J Neurosurg. 2018 Oct 26;131(3):790-798.
Postoperative seizure outcome-guided machine learning for interictal electrocorticography in neocortical epilepsy.

Park SC, Chung CK.

J Neurophysiol. 2018 Jun 1;119(6):2265-2275.
Disrupted Resting State Network of Fibromyalgia in Theta frequency.

Choe MK, Lim M, Kim JS, Lee DS, Chung CK.

Sci Rep. 2018 Feb 1;8(1):2064.
감각운동통합 상지 제어 뇌-컴퓨터 인터페이스 개발, 연구재단, 2016-2020
작업기억의 기전, 연구재단, 2018-2020
161

김아영 Department of Mechanical Engineering

  • Research Lab로봇 인식 및 공간 지능 연구실
  • Research Area (Core AI)Vision & Perception,Autonomous Driving,Robotics & Action
  • Research Area (X+AI)Manufacturing

PUBLICATIONS

Giseop Kim, Sunwook Choi and Ayoung Kim, Scan Context++: Structural Place Recognition Robust to Rotation and Lateral Variations in Urban Environments. IEEE Transactions on Robotics, 2021.
Joowan Kim, Younggun Cho and Ayoung Kim, Proactive Camera Attribute Control using Bayesian Optimization for Illumination-Resilient Visual Navigation. IEEE Transactions on Robotics, 36(4):1256-1271, 2020
Jinyong Jeong, Younggun Cho, Young-Sik Shin, Hyunchul Roh and Ayoung Kim, Complex Urban Dataset with Multi-level Sensors from Highly Diverse Urban Environments. International Journal of Robotics Research, 38(6):642-657, 2019.
160

Song, Wook Department of Physical Education

  • Research LabExercise Physiology
  • Research Area (Core AI)Robotics & Action, Human-AI Interaction, Sport Science /Sport Medicine 과 AI와 접목되는 분야
  • Research Area (X+AI)Bio, Medicine, Sport Science /Sport Medicine 과 AI와 접목되는 분야

PUBLICATIONS

159

Ahn, Jung Ho Department of Intelligence and Information

  • Research LabSCALable Computer Architecture Laboratory
  • Research Area (Core AI)AI Platform, AI Chip
  • Research Area (X+AI)

PUBLICATIONS

"Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping,"  D. Jung, S. Lee, W. Rhee, and J. Ahn, IEEE Computer Architecture Letters, Vol. 17, No. 1, 2018
뉴럴 프로세싱 시스템 연구, 삼성전자, 2017/11-2020/10
복합 심층학습 응용분야를 위한 가속기 구조 연구, 삼성미래기술육성재단, 2017/12-2019/11
158

박건웅 통계학과

  • Research Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

157

Yoon, Yong Tae Department of Electrical and Computer Engineering

  • Research LabElectric Power Network Economics Lab
  • Research Area (Core AI)Data Intelligence, Energy AI
  • Research Area (X+AI)Energy

PUBLICATIONS

SH Oh, SW Kim, YT Yoon, Real-time Reconfiguration Strategy of Self-adequate Distribution Network based on Deep Reinforcement Learning, CIGRE Symposium 2019, Aalborg, Denmark, 4-7 June 2019.
156

Ernest Ryu Department of Mathematical Sciences

  • Research LabErnest K. Ryu
  • Research Area (Core AI)Deep Learning Theory, Optimization
  • Research Area (X+AI)

PUBLICATIONS

A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast. J. Lee, C. Park, E. K. Ryu, NeurIPS, 2021.
Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k2) Rate on Squared Gradient Norm. T. Yoon and E. K. Ryu, International Conference on Machine Learning (long presentation), 2021.
WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points. A. No, T. Yoon, S. Kwon, and E. K. Ryu, International Conference on Machine Learning, 2021.
155

Choi, Murim Department of Medicine

  • Research LabFunctional Genomics lab
  • Research Area (Core AI)
  • Research Area (X+AI)Bio, Medicine

PUBLICATIONS

154

Min, Kyoung-Bok Department of Medicine

  • Research LabPreventive Medicine
  • Research Area (Core AI)Language & Cognition, Data Intelligence, Data Mining
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Environmental Health

PUBLICATIONS

Min JY, Song SH, Kim H, Min KB. Mining Hidden Knowledge About Illegal Compensation for Occupational Injury: Topic Model Approach. JMIR Med Inform. 2019;7(3):e14763.
Kim HJ, Min JY, Min KB. Successful Aging and Mortality Risk: The Korean Longitudinal Study of Aging (2006-2014). J Am Med Dir Assoc. 2019;20(8):1013-1020.
Min JY, Min KB. Cumulative exposure to nighttime environmental noise and the incidence of peptic ulcer. Environ Int. 2018;121(Pt2):1172-1178
Min JY, Kim HJ, Yoon C, Lee K, Yeo M, Min KB. Tuberculosis infection via the emergency department among inpatients in South Korea: a propensity score matched analysis of the National Inpatient Sample. J Hosp Infect. 2018;100(1):92-98.
Min JY, Min KB. Exposure to ambient PM10 and NO2 and the incidence of attention-deficit hyperactivity disorder in childhood. Environ Int. 2017;99:221-227.
모바일 헬스 기반 미세먼지 노출에 의한 이상징후 예측 및 질환 발생 기전 연구: Life log data 구축과 머신러닝 분석 기법 활용(한국연구재단, 과학기술정보통신부, 2019.3-2022.2)
취약계층 맞춤형 한파피해 위험 진단기술 개발(국립재난안전연구원, 행정안전부, 2019.6-2020.1)
153

Hong, Sung-Pil Department of Industrial Engineering

  • Research LabManagement Science and Optimization Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

152

Kim, Chi Heon Department of Medicine

  • Research LabNeurosurgery
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Data Intelligence
  • Research Area (X+AI)Medicine, Manufacturing

PUBLICATIONS

151

Park, Hyungbin Department of Mathematical Sciences

  • Research LabMathematical Finance, Probability and Stochastic Processes
  • Research Area (Core AI)
  • Research Area (X+AI)Finance

PUBLICATIONS

150

이상학 Department of Data Science

  • Research LabCausality Lab
  • Research Area (Core AI)Learning & Reasonin, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine

PUBLICATIONS

Nested Counterfactual Identification from Arbitrary Surrogate Experiments. Juan Correa, Sanghack Lee, Elias Bareinboim. NeurIPS-21. In Proceedings of the 35th Annual Conference on Neural Information Processing Systems,

Causal Identification with Matrix Equations. Sanghack Lee, Elias Bareinboim. NeurIPS-21. In Proceedings of the 35th Annual Conference on Neural Information Processing Systems

Characterizing Optimal Mixed Policies: Where to Intervene, What to Observe. Sanghack Lee, Elias Bareinboim. NeurIPS-20. In Proceedings of the 34th Annual Conference on Neural Information Processing Systems.

General Identifiability with Arbitrary Surrogate Experiments. Sanghack Lee, Juan Correa, Elias Bareinboim. UAI-19. In Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, 2019.

인과성에 기반한 기계학습 모델 및 알고리즘 개발. 과학기술정보통신부/우수신진연구 2023.04.01 ~ 2028.03.31
149

Moon, Ilkyeong Department of Industrial Engineering

  • Research LabSupply Chain Management Lab
  • Research Area (Core AI)logistics & simulation
  • Research Area (X+AI)Logistics, Manufacturing

PUBLICATIONS

Traveling Salesman Problem with a Drone Station, IEEE Transactions on Systems, Man and Cybernetics: Systems (2019.01) Vol. 49, Issue 1, pp.42-52
드론을 활용한 통합 물류 운용 시스템 및 그 방법 : 등록 (10-1924729)
2018.11.27
Online Banner Advertisement Scheduling for Advertising Effectiveness, Computers & Industrial Engineering (2020.02) Vol. 140,106226
Supply Chain Coordination with a Single Supplier and Multiple Retailers considering Customer Arrival Times and Route Selection
Transportation Research Part E (2017.10), Vol. 106, pp. 78-97
Robust Empty Container Repositioning Considering Foldable Containers
European Journal of Operational Research (2020.02) Vol. 280, pp 909-925
스마트 교통·에너지·환경 및 안전 기술을 고려한 스마트 시티 통합운영시스템 개발,  한국연구재단, 2019년 9월~2024년 2월
아모레퍼시픽 공급망 관리 진단 및 개선 자문, 아모레퍼시픽, 2020년2월~2020년7월
Service Buffer Stock 재고 객관성 & 수요예측연구, LG 디스플레이,  2016년 3월~2016년 8월
148

Shim, Byonghyo Department of Electrical and Computer Engineering

  • Research LabInformation System Laboratory
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Data Intelligence
  • Research Area (X+AI)Finance, Manufacturing, Wireless Communications

PUBLICATIONS

W. Kim, Y. Ahn and B. Shim, "Deep Neural Network Based Active User Detection for Grant-free NOMA Systems," IEEE Transactions on Communications, 2020.
W. Kim, H. Ji, H. Lee, Y. Kim, J. Lee and B. Shim, "Sparse Vector Transmission: An Idea Whose Time Has Come," IEEE Vehicular Technology Magazine, 2020.
L. Nguyen, J. Kim and B. Shim, "Low-Rank Matrix Completion: A Contemporary Survey," IEEE Access, vol. 7, no. 1, pp. 94215-94237, Jul. 2019.
H. Ji, S. Park, J. Yeo, Y. Kim, J. Lee and B. Shim, "Ultra Reliable and Low Latency Communications in 5G Downlink: Physical Layer Aspects," IEEE Wireless Communications, vol. 25, no. 3, pp. 124-130 , June. 2018.
J. Choi, B. Shim, Y. Ding, B. Rao and D. Kim, "Compressed sensing for wireless communications: useful tips and tricks," IEEE Communications Surveys and Tutorials, vol. 19, no. 3, pp. 1527-1550, 2017.
147

Kim, Taehyun Department of Computer Science and Engineering

  • Research LabQuantum Information and Quantum Computing Lab
  • Research Area (Core AI)Quantum AI
  • Research Area (X+AI)

PUBLICATIONS

146

Kwon, Jun Soo Department of Brain and Cognitive Sciences

  • Research LabClinical Cognitive Neuroscience
  • Research Area (Core AI)Language & Cognition, Data Intelligence
  • Research Area (X+AI)Medicine

PUBLICATIONS

강박증 환자에서 machine learning을 이용한 치료반응 차이의 비교
The effects of pharmacological treatment on functional brain connectome in obsessive-compulsive disorder. Biol Psychiatry 2014;75(8):606-614
145

Hong, Sungook Department of Biological Sciences

  • Research LabScience History Lab
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Manufacturing

PUBLICATIONS

<포스트휴먼 오디세이>
"인공지능은 인간을 차별하는가?"
<크로스 사이언스>
<미래는 오지 않는다>
<홍성욱의 과학 에세이>
인공지능: 과학, 역사, 철학
인공지능의 윤리적, 법적, 사회적 문제들
인공지능과 차별
144

주한별 Department of Computer Science and Engineering

  • Research Lab비주얼 컴퓨팅 연구실
  • Research Area (Core AI)Learning & Reasoning,Vision & Perception,Robotics & Action
  • Research Area (X+AI)

PUBLICATIONS

BANMo: Building Animatable 3D Neural Models from Many Casual Videos, CVPR 2022
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization.CVPR 2020
Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction, CVPR 2019
Panoptic Studio: A Massively Multiview System for Social Interaction Capture, TPAMI 2019
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies, CVPR 2018
143

홍석경 Department of Communication

  • Research Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

142

Yoon, Sung-Soo Department of Medicine

  • Research LabLaboratory of Hematology
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Bio, Medicine, Pharma

PUBLICATIONS

Genet Med. 2019 Dec;21(12):2695-2705. doi: 10.1038/s41436-019-0588-9.
Oncogenic effects of germline variants in lysosomal storage disease genes.
Sci Rep. 2019 Mar 5;9(1):3465. doi: 10.1038/s41598-019-39706-0.
Interpretation of EBV infection in pan-cancer genome considering viral life cycle: LiEB (Life cycle of Epstein-Barr virus).
Blood Cancer J. 2018 May 23;8(5):43. doi: 10.1038/s41408-018-0083-6.
RTK-RAS pathway mutation is enriched in myeloid sarcoma.
141

Park, Soonae Department of Public Administration

  • Research LabPublic Management, Organizational Behavior, Environmental Administration, Policy Evaluation
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence, AI Security
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Energy

PUBLICATIONS

Public Choice in Transit Organization and Finance: The Structure of Support. Transportation Research Record (SCI) 1669:87-95.
Regional Model of EKC for Air Pollution: Evidence from the Republic of Korea. Energy Policy (SSCI). 39, 2011
The Environmental Effects of the CNG Bus Program on Metropolitan Air Quality in Korea, The Annals of Regional Science (SSCI). 49 (1) 2012
Imperfect Information and Labor Market Bias against Small and Medium-sized Enterprises: A Korean Case, Small Business Economics: An Entrepreneurship Journal (SSCI). 2014. 10
Public Management in Korea: Performance Evaluation and Public Institutions (Ed). Routledge, 2018
140

Chung, Yeonseok Department of Manufacturing Pharmacy

  • Research LabImmunology
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Bio, Pharma

PUBLICATIONS

Atherogenic dyslipidemia promotes autoimmune follicular helper T cell responses via IL-27.
Nat Immunol. 2018 Jun;19(6):583-593. doi: 10.1038/s41590-018-0102-6
IL-27 confers a protumorigenic activity of regulatory T cells via CD39.
Proc Natl Acad Sci U S A. 2019 Feb 19;116(8):3106-3111.
Fibrinogen cleavage products and Toll-like receptor 4 promote the generation of programmed cell death 1 ligand 2-positive dendritic cells in allergic asthma.
J Allergy Clin Immunol. 2018 Aug;142(2):530-541
Proatherogenic conditions promote autoimmune T helper 17 cell responses in vivo.
Immunity. 2014 Jan 16;40(1):153-65
Follicular regulatory T cells expressing Foxp3 and Bcl-6 suppress germinal center reactions.
Nat Med. 2011 Jul 24;17(8):983-8.
139

Kim, Dong-Kyu Department of Civil and Environmental Engineering

  • Research LabTransportation Planning and Logistics
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence, Autonomous Driving
  • Research Area (X+AI)Humanities/Social Sciences, Logistics, Smart mobility

PUBLICATIONS

Ham, S., H. Park, E. Kim, S. Kho, and D. Kim. “Investigating the Influential Factors for Practical Application of Multiclass Vehicle Detection for Images from Unmanned Aerial Vehicle Using Deep Learning Models.” Proceedings of the 99th Annual Meeting of the Transportation Research Board, Washington, D. C., U.S.A., January 12-16, 2020.
Kim, E., H. Park, S. Kho, and D. Kim*. (2019.12) “A Hybrid Approach Based on Variational Mode Decomposition for Analyzing and Predicting Urban Travel Speed.” Journal of Advanced Transportation, Vol. 2019, Article ID 3958127. https://doi.org/10.1155/2019/3958127.
Kim, E., H. Park, S. Ham, S. Kho, and D. Kim*. (2019.04) “Extracting Vehicle Trajectories Using Unmanned Aerial Vehicles in Congested Traffic Conditions.” Journal of Advanced Transportation, Vol. 2019, Article ID 9060797. https://doi.org/10.1155/2019/9060797.
Park, H., D. Kim*, and S. Kho. (2018.12) “Bayesian Network for Freeway Traffic State Prediction.” Transportation Research Record: Journal of the Transportation Research Board, Vol. 2672, No. 45, pp. 124-135. DOI: 10.1177/0361198118786824.
영상 기반 딥 생성 모델을 활용한 차로별 미시교통정보 생성, 과학기술정보통신부, 2019.09-2020.08
무인항공기와 루프검지기 기반의 통합차량검지시스템을 이용한 교통혼잡 관리전략 개발, 과학기술정통부, 2016.06-2019.05
138

Heo, Seongwook Department of Law

  • Research LabAdministrative Law/Environmental Law/Energy Law/Law and Economics/Privacy Law
  • Research Area (Core AI)AI Platform, Data Intelligence, AI Law & Ethics
  • Research Area (X+AI)Arts, Humanities/Social Sciences, Energy

PUBLICATIONS

한국에서 빅데이터를 둘러싼 법적 쟁점과 제도적 과제 경제규제와 법 서울대학교 법학연구소 단독  20141
스마트그리드와 개인정보보호 법정책 개인정보보호의 법과 정책 박영사 단독  201405
공법이론과 공공정책 (II) - 공공선택이론 관점에서 본 행정재판의 역할 - 공법연구 한국공법학회 단독  201812
137

Yoon, Sungroh Department of Electrical and Computer Engineering

  • Research LabData Science and AI Lab (DSAIL)
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Language & Cognition, AI Platform, AI Chip, Data Intelligence, AI Security
  • Research Area (X+AI)Bio, Medicine, Pharma, Finance, Manufacturing, Energy

PUBLICATIONS

136

Kim, Kyung Hwan Department of Medicine

  • Research LabThoracic and Cardiovascular Surgery
  • Research Area (Core AI)
  • Research Area (X+AI)Medicine

PUBLICATIONS

135

Jeong, Euicheol Department of Crafts and Design

  • Research Lab인간중심통합디자인연구실
  • Research Area (Core AI)Learning & Reasoning, Human-AI Interaction, Autonomous Driving
  • Research Area (X+AI)Arts, Design

PUBLICATIONS

134

Yoo, Byung Joon Department of Business Administration

  • Research Lab"Electronic Commerce, Digital Economy, Business Analytics, IT Strategy, AI Applications"
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Finance, Commerce

PUBLICATIONS

컨텐츠사용 형태 및 구매데이터 분석, 카카오페이, 2019
생체 건강나이 기반의 심뇌혈관질환 발생 위험 측정모델을 통한 노후필요 자금설계, NIA, 2018
133

Lee, Jae Sung Department of Medicine

  • Research LabNuclear Medicine
  • Research Area (Core AI)Vision & Perception
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

Generation of PET attenuation map for whole-body time-of-flight 18F-FDG PET/MRI using a deep neural network trained with simultaneously reconstructed activity and attenuation maps. J Nucl Med. 2019 Aug;60(8):1183-1189.
Improving the accuracy of simultaneously reconstructed activity and attenuation maps using deep learning. J Nucl Med. 2018 Oct;59(10):1624-1629.
Deep-dose: a voxel dose estimation method using deep convolutional neural network for personalized internal dosimetry. Sci Rep. 2019; 9:10308.
Measurement of glomerular filtration rate using quantitative SPECT/CT and deep-learning-based kidney segmentation. Sci Rep. 2019;9:4223.
r amyloid PET using a deep learning approach. Hum Brain Mapp. 2018 May 11;39(9):3769–3778.
뇌질환 임상연구를 위한 7T MR-Compatible PET System 개발, 과학기술
정보통신부, 2014.07 - 2019.04
차세대 초저선량 PET 시스템 핵심 기술 개발, 과학기술 정보통신부, 2016.06 - 2021.03
132

Kim, Seonjin Department of Physics Education

  • Research LabMotor Learning and Development
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

131

Hong, Jae-Hee Department of Food and Nutrition

  • Research LabSensory Science
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, sensory science, flavor perception, liking

PUBLICATIONS

130

오민환 Department of Data Science

  • Research LabDecision-Making Algorithms, Reinforcement Learning
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)

PUBLICATIONS

Combinatorial Neural Bandits. Taehyun Hwang, Kyuwook Chai, Min-hwan Oh, International Conference on Machine Learning (ICML), 2023

Model-based Offline Reinforcement Learning with Count-based Conservatism. Byeongchan Kim, Min-hwan Oh, International Conference on Machine Learning (ICML), 2023

Model-based Reinforcement Learning with Multinomial Logistic Function Approximation. Taehyun Hwang, Min-hwan Oh, AAAI Conference on Artificial Intelligence (AAAI), 2023

Sparsity-Agnostic Lasso Bandit. Min-hwan Oh, Garud Iyengar, Assaf Zeevi, International Conference on Machine Learning (ICML), 2021

Thompson Sampling for Multinomial Logit Contextual Bandits. Min-hwan Oh, Garud Iyengar Neural Information Processing Systems (NeurIPS), 2019
129

Lee, Nam-in Department of Philosophy

  • Research LabPhenomenology
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

Edmund Husserls Phaenomenologie der Instinkte, Dordrecht/Boston/London: Kluwer Academic Publishers,1993.
『현상학과 해석학』, 서울: 서울대학교 출판부, 2004.
『지각의 현상학. 후설과 메를로-퐁티』, 파주: 한길사, 2013.
『예술본능의 현상학』, 파주: 서광사, 2018.
Experience and Evidence(Husserl Studies 23(2007))
128

Jung, Kyomin Department of Electrical and Computer Engineering

  • Research LabMachine Intelligence Lab
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition
  • Research Area (X+AI)

PUBLICATIONS

Hyeongu Yun, Yongkeun Hwang and Kyomin Jung, Improving Context-Aware Neural Machine Translation Using Self-Attentive Sentence Embedding , AAAI Conference on Artificial Intelligence (AAAI), Jan 2020, New York City, New York, USA
Hyoungwook Nam, Segwang Kim, Kyomin Jung, Number Sequence Prediction Problems and Computational Powers of Neural Network Models , AAAI Conference on Artificial Intelligence (AAAI)- (Oral), Jan 2019, Honolulu, Hawaii, USA
Seunghyun Yoon, Joongbo Shin, Kyomin Jung, Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering , Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), June 2018, New Orleans, LA, USA
논리적 추론을 위한 딥러닝 아키텍쳐 개발, 삼성전자 미래기술육성센터, 2019-2022
대화 상황과 감정 인지형 인공지능 대화 시스템 개발, KEIT, 2017-2022
127

Yi, Gyu-Chul Department of Physics and Astronomy

  • Research LabQuantum Electronic Nanomaterials and Nanodevices (QuENN) Group
  • Research Area (Core AI)AI Chip
  • Research Area (X+AI)Brain, Energy

PUBLICATIONS

126

Jeong, Deog-Kyoon Department of Electrical and Computer Engineering

  • Research LabIntegrated Systems Design Laboratory
  • Research Area (Core AI)AI Chip
  • Research Area (X+AI)Semiconductor

PUBLICATIONS

An efficient charge recovery logic circuit
An all-analog multiphase delay-locked loop using a replica delay line for wide-range operation and low-jitter performance
Design of PLL-based clock generation circuits
A 960-Mb/s/pin interface for skew-tolerant bus using low jitter PLL
A 0.18-μm CMOS 3.5-Gb/s continuous-time adaptive cable equalizer using enhanced low-frequency gain control method
125

Lim, Chae Young Department of Statistics

  • Research LabSpatial Statistics Lab
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Humanities/Social Sciences, Brain, Medicine

PUBLICATIONS

124

Lee, Jae W. Department of Computer Science and Engineering

  • Research LabArchitecture and Code Optimization Lab
  • Research Area (Core AI)AI Platform, AI Chip
  • Research Area (X+AI)

PUBLICATIONS

Tae Jun Ham, Seonghak Kim, and Sung Jun Jung, Young H. Oh, Yeonhong Park, Yoon Ho Song, Junghoon Park, Sanghee Lee, Kyoung Park, Jae W. Lee, and Deog-Kyoon Jeong, "A3: Accelerating Neural Network Attention Mechanism with Approximation", 26th IEEE International Symposium on High Performance Computer Architecture (HPCA), San Diego, California, February 2020.
Shine Kim, Jonghyun Bae, Hakbeom Jang, Wenjing Jin, Jeonghun Gong, Seungyeon Lee, Tae Jun Ham, and Jae W. Lee, "SSDStreamer: Specializing I/O Stack for Large-Scale Machine Learning", IEEE Micro, September/October 2019.
Young H. Oh, Quan Quan, Daeyeon Kim, Seonghak Kim, Jun Heo, Jaeyoung Jang, Sung Jun Jung, and Jae W. Lee, "A Portable, Automatic Data Quantizer for Deep Neural Networks", IEEE International Conference on Parallel Architectures and Compilation Techniques (PACT-27), Limassol, Cyprus, November 2018.
Channoh Kim, Jaehyeok Kim, Sungmin Kim, Dooyoung Kim, Namho Kim, Gitae Na, Young H. Oh, Hyeon Gyu Cho, and Jae W. Lee, "Typed Architectures: Architectural Support for Lightweight Scripting", 22nd ACM Architectural Support for Programming Languages and Operating Systems (ASPLOS), Xi'an, China, April 2017.
Doo Young Kim, Jin Min Kim, Hakbeom Jang, Jinkyu Jeong, and Jae W. Lee, "A Neural Network Accelerator for Mobile Application Processors", IEEE Transactions on Consumer Electronics, 61(4), November 2015.
NAND 플래시 기반 심층신경망 학습 시스템, 연구재단, 2020.3-2023.2
뉴럴 프로세싱 시스템 연구, 삼성전자, 2017.11-2020.10
Beyond Limit, 삼성전자, 2018.11-2021.10

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