겸무교수 2 페이지 | 서울대학교AI연구원(AIIS)

PEOPLE

Affiliated Faculty

Colleges / Departments
Research Areas (Core AI)
Research Areas (X+AI)
143

Jinho Park Department of Korean Language and Literature

  • Research Lab국어학(통사론)
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

142

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)
141

Park, Taesung Department of Statistics

  • Research LabBioInformatics & BioStatistics Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

140

Park, Hyungbin Department of Mathematical Sciences

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

PUBLICATIONS

139

Baek, Daehyun Department of Biological Sciences

  • Research LabLaboratory of Computational Biology
  • Research Area (Core AI)
  • Research Area (X+AI)Bio, Medicine, Pharma

PUBLICATIONS

D. Kim*, Y. M. Sung*, J. Park*, S. Kim, J. Kim, J. Park, H. Ha, J. Y. Bae, S. Kim, and D. Baek, General Rules for Functional MicroRNA Targeting, Nature Genetics, 2016
D. Garcia*, D. Baek*#, C. Shin, G. Bell, A. Grimson, and D. Bartel#, Weak Seed-Pairing Stability and High Target-Site Abundance Decrease the Proficiency of lsy-6 and Other miRNAs, Nature Structural and Molecular Biology, 2011.
D. Baek*, J. Villen*, C. Shin*, F. Camargo, S. Gygi, and D. Bartel, The Impact of MicroRNAs on Protein Output, Nature, 2008.
D. Baek#, C. Davis, B. Ewing, D. Gordon, and P. Green#, Characterization and Predictive Discovery of Evolutionarily Conserved Mammalian Alternative Promoters, Genome Research, 2007.
D. Baek# and P. Green#, Sequence Conservation, Relative Isoform Frequencies, and Nonsense-Mediated Decay in Evolutionarily Conserved Alternative Splicing, Proceedings of the National Academy of Sciences U.S.A., 2005.
고정밀 암 진단을 위한 멀티오믹스 기반 유전체변이 발굴 및 진단용 소프트웨어 플랫폼 개발
당뇨합병증 정밀의료를 위한 엑소좀 다중오믹스 분석 플랫폼 개발
138

Minkyung Baek Department of Biological Sciences

  • Research Lab계산생물학
  • Research Area (Core AI)
  • Research Area (X+AI)AI-driven discovery, Drug design with AI

PUBLICATIONS

137

Paek, Sun Ha Department of Medicine

  • Research LabNeurosurgery
  • Research Area (Core AI)Deep Brain Stimulation
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

Park HR, Kim IH, Kang H, McCairn KW, Lee DS, Kim BN, Kim DG, Paek SH.Electrophysiological and imaging evidence of sustained inhibition in limbic and frontal networks following deep brain stimulation for treatment refractory obsessive compulsive disorder.PLoS One. 2019 Jul 19;14(7):e0219578. doi: 10.1371/journal.pone.0219578. eCollection 2019
Yi HG, Jeong YH, Kim Y, Choi YJ, Moon YE, Park SH, Kang KS, Jang J, Youn H, Paek SH. Cho DW. A bioprinted human-glioblastoma-on-a-chip for the identification of patient-specific responses to chemoradiotherapy. Nat Biomed Eng. 2019 Mar 18. doi: 10.1038/s41551-019-0363-x.
Choi SH, Kim YB, Paek SH, Cho ZH.Papez Circuit Observed by in vivo Human Brain With 7.0T MRI Super-Resolution Track Density Imaging and Track Tracing.Front Neuroanat. 2019 Feb 18;13:17. doi: 10.3389/fnana.2019.00017. eCollection 2019.
Choi H, Ha S, Im HJ, Paek SH, Lee DS. Refining diagnosis of Parkinson's disease with deep learning-based interpretation of dopamine transporter imaging. Neuroimage Clin. 2017 Sep 10;16:586-594. doi: 10.1016/j.nicl.2017.09.010. eCollection 2017. PMID:28971009
Jung YJ, Kim HJ, Jeon BS, Park H, Lee WW, Paek SH.An 8-Year Follow-up on the Effect of Subthalamic Nucleus Deep Brain Stimulation on Pain in Parkinson Disease.JAMA Neurol. 2015 Mar 23. doi: 10.1001/jamaneurol.2015.8.
미래뇌융합기술개발사업 위탁과제
(과제명: 영장류 이식 환경 구축 및 개발된 시스템의 이식후 성능평가, 연구비 지원기관: 과학기술정보통신부, 연구수행기간: 2020년 1월 1일-2022년 12월 31일)
136

Paek, Yunheung Department of Electrical and Computer Engineering

  • Research LabSecurity Optimization Research Lab.
  • Research Area (Core AI)AI Chip, AI Security
  • Research Area (X+AI)Finance, Commerce

PUBLICATIONS

Hawkware: Network Intrusion Detection based on Behavior Analysis with ANNs on an IoT Device, Design Automation Conference (DAC), Jul 2020
DADE: a fast data anomaly detection engine for kernel integrity monitoring, The Journal of Supercomputing, Aug 2019
Real-Time Anomalous Branch Behavior Detection with a GPU-inspired Engine for Machine Learning Models, Design Automation and Test in Europe (DATE), Mar 2019
An SoC Architecture for Learning-Based Online Anomaly Detection on ARM, Design Automation Conference (DAC) WIP, Jun 2018
Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models, DEEP LEARNING AND SECURITY WORKSHOP, May 2018
Behavior-based Malware Detection in HW support, 1억, 삼성전자
AI 포렌식 빅데이터 기반 지능형 보안 위협 분석, 8500만, 서울특별시
Embedded 시스템에서의 (AI 기반) 공격탐지 및 데이터 전송 솔루션, 1억, 삼성전자
135

Seo, Kyoungwon Department of Business Administration

  • Research LabAsset Pricing, Derivatives, Machine Learning, Data Science
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Finance, Commerce

PUBLICATIONS

134

Suh, Kyo Department of International Agricultural Technology

  • Research LabGreen Resources Engineering Center
  • Research Area (Core AI)AI Platform, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Logistics, agriculture

PUBLICATIONS

A Comparative Analysis of the Environmental Benefits of Drone-Based Delivery Services in Urban and Rural Areas
Leveraging Socially Networked Mobile ICT Platforms for the Last-Mile Delivery Problem
공간빅데이터 기반의 농산물 스마트 로지스틱스 파일럿 시스템 구축
133

서승우 응용공학과

  • Research Lab지능형자동차연구실
  • Research Area (Core AI)Autonomous Driving
  • Research Area (X+AI)

PUBLICATIONS

132

Seo, Jongmo Department of Electrical and Computer Engineering

  • Research LabElectro-medical Fusion Engineering lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Robotics & Action, Human-AI Interaction, Data Intelligence, AI Law & Ethics, Autonomous Driving
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

131

Seong, Seung-Yong Department of Medicine

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

PUBLICATIONS

130

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

129

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

128

Shin, Young Kee Department of Molecular Medicine and Biopharmaceutical Sciences

  • Research LabMolecular Pathology Lab
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Bio, Medicine, Pharma

PUBLICATIONS

Mi Jeong Kwon, Sae Byul Lee, Jinil Han, Jeong Eon Lee, Jong Won Lee, Gyungyub Gong, Peter D. Beitsch, Seok Jin Nam, Sei Hyun Ahn, Byung-Ho Nam, Young Kee Shin. BCT score predicts chemotherapy benefit in Asian patients with mone receptor-positive, HER2-negative, lymph node-negative breast cancer. PLoS One. 2018 Nov 21;13(11):e0207155. doi: 10.1371/journal.pone.0207155. eCollection 2018
Han J, Choi YL, Kim H, Choi JY, Lee SK, Lee JE, Choi JS, Park S, Choi JS, Kim YD, Nam SJ, Nam BH, Kwon MJ, Shin YK. MMP11 and CD2 as Novel Prognostic Factors in Hormone Receptor-Negative, HER2-Positive Breast Cancer. Breast Cancer Res Treat. 2017 Apr 13. doi: 10.1007/s10549-017-4234-4. [Epub ahead of print]
Gong G, Kwon MJ, Han J, Lee HJ, Lee SK, Lee JE, Lee SH, Park S, Choi JS, Cho SY, Ahn SH, Lee JW, Cho SR, Moon Y, Nam BH, Nam SJ, Choi YL, Shin YK. A new molecular prognostic score for predicting the risk of distant metastasis in patients with HR+/HER2- early breast cancer. Scientific Reports. 2017 Mar 28;7:45554. doi: 10.1038/srep45554.
Oh E, Choi Y-L, Park T, Lee S, Nam SJ, Shin YK. A prognostic model for lymph node-negative breast cancer patients based on the integration of proliferation and immunity. Breast Cancer Res Treat. 2012 Apr;132(2):499-509. doi: 10.1007/s10549-011-1626-8
127

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
126

Shin, Hyun-Woo Department of Medicine

  • Research LabPharmacology
  • Research Area (Core AI)Learning & Reasoning, Robotics & Action, Human-AI Interaction
  • Research Area (X+AI)Bio, Medicine, Pharma

PUBLICATIONS

125

Shin, Hyungcheol Department of Electrical and Computer Engineering

  • Research LabDevice Research Lab.
  • Research Area (Core AI)AI Chip
  • Research Area (X+AI)Manufacturing

PUBLICATIONS

124

Shim, Kyuseok Department of Electrical and Computer Engineering

  • Research LabData mining
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

123

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.
122

Ahn, Yongmin Department of Medicine

  • Research LabPsychiatry
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Data Intelligence
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

기계학습 기반의 음성 분석으로 자살 위험 예측
121

Ahn, Woo-Young Department of Psychology

  • Research LabComputational Clinical Science Laboratory
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Data Intelligence, Computational neuroscience
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Brain

PUBLICATIONS

Ahn, W.-Y., Kishida, K. T., Gu, X., Lohrenz, T., Harvey, A. H., Alford, J. R., Smith, K. B., Yaffe, G., Hibbing, J. R., Dayan, P., & Montague, P. R. (2014) Nonpolitical images evoke neural predictors of political ideology. Current Biology, 24, 1-7.
Ahn, W.-Y., Haines, N., & Zhang, L. (2017) Revealing neuro-computational mechanisms of reinforcement learning and decision-making with the hBayesDM package. Computational Psychiatry, 1:1.
Ahn, W.-Y. & Vassileva, J. (2016) Machine learning identifies substance-specific behavioral markers for heroin and amphetamine dependence. Drug and Alcohol Dependence, 161, 247-257.
Aylward, J., Valton, V., Ahn, W. Y., Bond, R. L., Dayan, P., Roiser, J. P., & Robinson, O. J. (2019). Altered learning under uncertainty in unmedicated mood and anxiety disorders. Nature Human Behaviour, 3(10), 1116-1123.
Yang, J., Pitt, M. A., Ahn, W. Y., & Myung, J. I. (in press) ADOpy: A Python Package for Adaptive Design Optimization. Behavior Research Methods.
  기계학습을 이용한 빠르고 높은 신뢰도의 멀티모달 금연 표지 개발, 한국연구재단 (연구책임자), 2017-2022년
작업기억-의사결정 상호작용의 뇌신경망에 관한 통합적 연구, 한국연구재단 (공동연구자), 2018-2020년
뇌영상기법과 기계학습을 이용한 비정상적 의사결정의 신경계산학적 기전 연구, 서울대학교 창의선도 신진 연구자 지원사업 (연구책임자), 2019-2022년
120

안창범 Department of Architecture and Architecture Engineering

  • Research Lab건설기술연구실
  • Research Area (Core AI)Human-AI Interaction, Robotics & Action
  • Research Area (X+AI)건설 + AI

PUBLICATIONS

"Lee, H., Lee, G., Lee S., and Ahn, C. R. (2022). “Assessing Exposure to Slip, Trip, and Fall Hazards Based on Abnormal Gait Patterns Predicted from Confidence Interval Estimation: A Field Validation Study.” Automation in Construction, Elsevier.
Lee, B., Ahn, S., and Ahn, C. R. (2022). “Understanding Occupants’ Physical Distancing Behavior for Safer Facility Operation under COVID-19 in the Context of Educational Facilities.” Journal of Management in Engineering, ASCE, 38(3), 04022007.
Kim, J., Nirjhar, H. E., Kim, J., Chaspari, T., Ham, Y., Winslow, J. F., Lee, C., and Ahn, C. R. (2022). “Capturing Environmental Distress of Pedestrians using Multimodal Data: the Interplay of Bio-signals and Image-based Data.” Journal of Computing in Civil Engineering, ASCE, 36(2), 04021039.
Kim, Y., Kim, H., Murphy, R., Lee, S. and Ahn, C. (2022) “Delegation or Collaboration: Understanding Different Construction Stakeholders’ Perceptions of Robotization.” Journal of Management in Engineering, ASCE, 38(1), 04021084.
Kim, N., Anderson, B., and Ahn, C. R. (2021). “Reducing Risk Habituation to Struck-by Hazards in a Road Construction Environment Using Virtual Reality Behavioral Intervention.” Journal of Construction Engineering and Management, ASCE, 147(11), 04021157.
Zanwar, P., Kim, J., Kim, J., Manser, M., Ham, Y., Chaspari, T. and Ahn, C. R. (2021). “Use of Connected Technologies to Assess Barriers and Stressors for Age and Disability-Friendly Communities.” Frontiers in Public Health, 9(80).
Mohan, P., Lee, B., Chaspari, T., & Ahn, C. (2020). Assessment of daily routine uniformity in a smart home environment using hierarchical clustering. IEEE Journal of Biomedical and Health Informatics."
119

Ahn, Hyunkee Department of English Language Education

  • Research LabApplied English Phonetics
  • Research Area (Core AI)Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

118

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

117

엄현상 Department of Computer Science and Engineering

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

PUBLICATIONS

116

Yeom, Heonyoung Department of Computer Science and Engineering

  • Research LabDistributed Computing Systems Laboratory
  • Research Area (Core AI)AI Platform, Data Intelligence
  • Research Area (X+AI)Logistics, Manufacturing

PUBLICATIONS

115

Ye, Sung-Joon Department of Applied Bioengineering

  • Research LabRadiological Physics Laboratory
  • Research Area (Core AI)Vision & Perception
  • Research Area (X+AI)Bio, Medicine

PUBLICATIONS

114

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
113

Oh, Songjoo Department of Psychology

  • Research Lab심리학과 지각 실험실
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Robotics & Action, Human-AI Interaction
  • Research Area (X+AI)Bio, Arts, Humanities/Social Sciences, Brain

PUBLICATIONS

Kwon, D., & Oh, S. (2019). The number of letters in number words influences the response time in numerical comparison tasks: Evidence using Korean number words. Attention, Perception, & Psychophysics, 81(8), 2612-2618.
Ryu, D., & Oh, S. (2018). The effect of good continuation on the contact order judgment of causal events. Journal of Vision, 18(11), 5-5.
Lee, H., & Oh, S. (2016). How directional change in reading/writing habits relates to directional change in displayed pictures. Laterality: Asymmetries of Body, Brain and Cognition, 21(1), 1-11.
Oh, S. (2013). Eyes can switch finger stroke. Perception, 42(6), 681–684.
Oh S. (2011). The eyeglass reversal. Attention, Perception & Psychophysics. 73, 1336-1343.
Baby mind: 아기 모사형 인공지능 개발
서울대학교 얼굴 데이터베이스 구축
미술감상에서 감상자 자세
112

Oh, Songhwai Department of Electrical and Computer Engineering

  • Research LabRobot Learning Laboratory
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Robotics & Action
  • Research Area (X+AI)Manufacturing

PUBLICATIONS

111

Woo, Jisook Department of Public Administration

  • Research LabMedia Policy, Media Law, Broadcasting Law, Internet Regulation, Policy Communication
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Media

PUBLICATIONS

Copyright Law and Computer Programs: The Role of Communication in Legal Structure, (New York: Garland Publishing, 2000)
국가운영시스템 과제와 전략 (나남, 2008) 공저)
언론과 법의 지배 (박영사, 2007) (공저)
110

Sungho Won Department of Public Health Sciences

  • Research Labbiostatistics
  • Research Area (Core AI)
  • Research Area (X+AI)AI for healthcare

PUBLICATIONS

109

원중호 Department of Statistics

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

PUBLICATIONS

108

Yu, Jaejun Department of Physics and Astronomy

  • Research LabMaterials with strong electron correlations
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Energy, Physics

PUBLICATIONS

"Passivated co-doping approach to bandgap narrowing of titanium dioxide with enhanced photocatalytic activity”, Applied Catalysis B: Environmental 200, 1 (2017)
"Novel J eff= 1/2 Mott state induced by relativistic spin-orbit coupling in Sr2IrO4”, Physical Review Letters 101, 076402 (2008)
"O(N) LDA+U electronic structure calculation method based on the nonorthogonal pseudoatomic orbital basis”, Physical Review B 73, 045110 (2006)
"Magnetic ordering at the edges of graphitic fragments: Magnetic tail interactions between the edge-localized states”, Physical Review B 72, 174431 (2005)
"Electronically Driven Instabilities and Superconductivity in the Layered La2-xMxCuO4 Perovskites", Physical Review Letters 58, 1035 (1987)
"Center for Strongly Correlated Materials Research (SRC)", 한국연구재단, 1999-2008
107

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
106

Youn, Byeong Dong Department of Mechanical Engineering

  • Research LabMechanical Engineering
  • Research Area (Core AI)
  • Research Area (X+AI)AI-driven health prognostics & risk management

PUBLICATIONS

105

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.
104

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.
103

Yoon, Hyung-Jin Department of Medicine

  • Research LabBiomedical Engineering
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Medicine

PUBLICATIONS

Predicting acute kidney injury in cancer patients using heterogenous and irregular data/PLoS One, 2018,13:e0199839/Park N, Kang E, Park M, Lee H, Kang HG, Yoon HJ, Kang U/JMIR mHealth uHealth, 2019,7:e13327/Kwon SB, Ahn JW, Lee SM, Lee J, Lee D, Hong J, Kim HC, Yoon HJ
Unobtrusive estimation of cardiopulmonary fitness with daily activity in healthy young men/J Korean Med Sci, 2017, 32:1947-1952/Ahn JW, Hwang SH, Yoon C, Lee J, Kim HC, Yoon HJ
Predicting acute kidney injury in cancer patients using heterogenous and irregular data/PLoS One, 2018,13:e0199839/Park N, Kang E, Park M, Lee H, Kang HG, Yoon HJ, Kang U
개인정보보호 강화 DisTIL 알고리즘 개발/보건산업진흥원/2019~2021
암흑데이터 극한활용 연구센터/연구재단/2018~2025
102

Yi, Kyongsu Department of Mechanical Engineering

  • Research LabVehicle Dynamics & Control Laboratory
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

101

Lee, Kyungsik Department of Industrial Engineering

  • Research LabInteger Programming, Robust Optimization, Applications of Optimization in Power, Logistics, Manufacturing, and Service Industries
  • Research Area (Core AI)Integer Optimization
  • Research Area (X+AI)Logistics, Manufacturing, Energy

PUBLICATIONS

100

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
99

이권상 Department of Statistics

  • Research Lab인과추론연구실 (Causal Inference Lab.)
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine

PUBLICATIONS

Fogarty, C. B., Lee, K., Kelz, R. R., and Keele, L. (2021) Biased encouragements and heterogeneous effects in an instrumental variable study of emergency general surgical outcomes. Journal of the American Statistical Association.

Lee, K., Small, D. S., and Dominici, F. (2021) Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Journal of the American Statistical Association.

Lee, K., and Small, D. S. (2019). Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. Journal of the American Statistical Association.

Lee, K., Lorch S. A., and Small, D. S. (2019). Sensitivity analyses for average treatment effect when outcome is censored by death in instrumental variable models. Statistics in Medicine.

Lee, K., Small, D. S., and Rosenbaum, P. R. (2018). A powerful approach to the study of moderate effect modification in observational studies. Biometrics. (Statistics in Epidemiology (SIE) Young Investigator Award)

Lee, K., Small, D. S., Hsu, J. Y., Silver, J. H. and Rosenbaum, P. R. (2018). Discovering effect modification in an observational study of surgical mortality at hospitals with superior nursing. Journal of the Royal Statistical Society, Series A.
98

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~)
97

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

96

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).
95

Lee, Ki Won Department of Agriculture Economics and Rural Development

  • Research LabFood-Medicine Genomics
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition, Human-AI Interaction
  • Research Area (X+AI)Bio, Medicine, Food

PUBLICATIONS

인공지능기반 최적파이토슈티컬 도출시스템 및 응용연구실, 기초연구실사업, 과기정통부
아동청소년 비만 예방관리를 위한 BT-IT 융합기반 통합 플랫폼 기술개발, 과기정통부
방송통신 융합기술을 활용한 보육기관 맞춤형 스마트 웰니스 서비스 개발, 과기정통부
94

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))
93

Lee, Deok-Joo Department of Industrial Engineering

  • Research LabEngineering Economics Systems Analysis Lab
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Finance, Commerce, Energy

PUBLICATIONS

92

Dongjun Lee Department of Mechanical Engineering

  • Research LabMechanical Engineering
  • Research Area (Core AI)Learning and Reasoning, Robotics
  • Research Area (X+AI)

PUBLICATIONS

91

Lee, Dongjin Department of Law

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

PUBLICATIONS

공동근저당의 법리 ― 대법원 2017. 9. 21. 선고 2015다50637 판결 ― 민사법학 한국민사법학회 단독  202012
고령사회에서 의료법의 과제 ― 원격의료, 공동결정, 자원투입제한 ― 서울대 법학 서울대학교 법학연구소 단독  202012
양도금지특약에 반하는 채권양도, 회생절차와 민법 제434조 ― 대법원 2019. 12. 19. 선고 2016다24284 전원합의체 판결 ― 법조 법조협회 단독  202010
90

Sangah Lee Department of Linguistics

  • Research LabComputational Linguistics Lab
  • Research Area (Core AI)Language modeling, computational linguistics
  • Research Area (X+AI)

PUBLICATIONS

89

Lee, Sangyeol Department of Statistics

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

PUBLICATIONS

88

Lee, Sang Won Department of Law

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

PUBLICATIONS

이른바 수사권조정과 형사사법제도 인권과 정의 대한변호사협회 단독  201912
휴리스틱과 검사의 인지편향 형사정책 한국형사정책연구원 단독  201712
The Best Evidence Rule in a Digital Age CURRENT ISSUES IN KOREAN LAW ROBBINS COLLECTION BERKELEY LAW 단독  201408
87

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
86

Lee, Sang Hyung Department of Medicine

  • Research LabNeurosurgery
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Brain, Medicine, Pharma

PUBLICATIONS

85

Lee, Sukjae Department of Philosophy

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

PUBLICATIONS

84

Lee, Sungeun Department of German Language and Literature

  • Research Lab응용독어학(신경언어학)
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

83

Sungjoo Lee Department of Industrial Engineering

  • Research LabIndustrial Engineering
  • Research Area (Core AI)
  • Research Area (X+AI)technology management using AI

PUBLICATIONS

82

Lee, Seong Heon Department of French Language and Literature

  • Research LabComputational Linguistics
  • Research Area (Core AI)Language & Cognition, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

HONG, Chai-song & LEE, Seong Heon, « Representation of Lexico-Syntactic Information for the Description of Predicate Nouns in the Sejong Electronic Dictionary », Korean and/or Corpus Linguistics, 경진문화사, 2003.
이성헌, 「전자사전 구축과 의미부류 - 세종 명사 의미부류 체계의 예」, 『한국사전학』, 한국사전학회, 2005.
이성헌, 임홍빈, 홍재성, 「다국어 연어 대조 연구를 위한 DB 구축과 의미부류의 활용- 한-불 대조를 중심으로」, 『프랑스어문교육』, 한국프랑스어문교육학회, 2009.
LEE, Seong Heon, Le dictionnaire
81

Lee, Seonghoon Department of Chemistry

  • Research LabMolecular Electronics and Nanostructures Laboratory
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, AI Chip
  • Research Area (X+AI)Brain, Energy

PUBLICATIONS

80

Lee, Yong Seuk Department of Medicine

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

PUBLICATIONS

79

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

78

Yi, Won-Jin Department of Dentistry

  • Research LabMedical Imaging Informatics Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

77

Lee, Eunsoo Department of Philosophy

  • Research Lab서양고전, 과학사, 디지털인문학
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

76

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.
75

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
74

Lee, Jaeyong Department of Statistics

  • Research LabBayesian Statistics Laboratory
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Bio, Finance, Manufacturing

PUBLICATIONS

Jaeyong Lee and Steven N. MacEachern. (2020). A New Proof of the Stick-Breaking Construction of Dirichlet Processes. JKSS.
Kyoungjae Lee, Jaeyong Lee and Lizhen Lin. (2019.12) Minimax Posterior Convergence Rates and Model Selection Consistency in High-dimensional DAG Models based on Sparse Cholesky Factors. Annals of Statistics, 47(6), 3413-3437.
Kyoungjae Lee and Jaeyong Lee.(2018).  Optimal Bayesian Minimax Rates for Unconstrained Large Covariance Matrices. Bayesian Analysis, 13(4), 1215-1233.
Seongil Jo, Jaeyong Lee, Peter Muller, Fernando A. Quintana & Lorenzo Trippa. (2017). Dependent Species Sampling Models for Spatial Density Estimation. Bayesian Analysis, 12(2), 379-406.
Sarat C. Dass, Jaeyong Lee, Kyoungjae Lee & Jonghun Park. (2017). Laplace based approximate posterior inference for differential equation models. Statistics and Computing, 27(3), 679-698.
인공지능과 빅데이터 분석을 위한 베이즈 추론의 수학적 기반 이론 연구. 과학기술정보통신부. 2018.09.01-2023.08.31.
신뢰도 검사시 불량발생 리스크, 추가 샘플링 확보에 따른 리스크 감소 대책 등에 대한 통계적 확률적 연구. 삼성전자. 2018.09.01-2023.08.31.
카드 거래 자료를 이용한 카드 고객 거래 패턴 분석. 코나아이(주). 2019.01.01-2019.05.31.
73

Lee, Jaewook Department of Industrial Engineering

  • Research LabStatistical Learning & Computational Finance Laboratory
  • Research Area (Core AI)Learning & Reasoning, AI Security
  • Research Area (X+AI)Finance

PUBLICATIONS

72

Lee, Jungwoo Department of Electrical and Computer Engineering

  • Research LabCommunications and Machine Learning Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

71

Lee, Jung Eun Department of Food and Nutrition

  • Research LabNutritional Epidemiology Laboratory
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Bio, Medicine, Food, Nutrition

PUBLICATIONS

Development of a Smartphone Application for Dietary Self-Monitoring. Front Nutr. 2019;6:149
Association of depression and anxiety disorder with the risk of mortality in breast cancer: A National Health Insurance Service study in Korea. Breast Cancer Res Treat. 2020;179(2):491-498
Use of a Mobile Application for Self-Monitoring Dietary Intake: Feasibility Test and an Intervention Study. Nutrients. 2017;9(7):pii: E748
Red meat intake, CYP2E1 and PPARγ polymorphisms, and colorectal cancer risk. Eur J Cancer Prev. 2019;28(4):304-310
70

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

69

Lee, Jongho Department of Electrical and Computer Engineering

  • Research LabLaboratory for the Imaging Science and Technology
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

Shin D, Ji S, Lee D, Lee J, Oh SH, Lee J*,
Deep Reinforcement Learning Designed RF Pulse: DeepRF_SLR
arXiv. 2019 Dec;1912.09015.
Jung W*, Steffen Bollmann*, Lee J*
[REVIEW] Overview of quantitative susceptibility mapping using deep learning – Current status, challenges and opportunities
arXiv. 2019 Dec;1912.05410.
Jung W, Yoon J, Ji S, Choi JY, Kim JM, Nam Y, Kim EY, Lee J*
Exploring linearity of deep neural network trained QSM: QSMnet+
Neuroimage 2020 in press
Lee J, Lee D, Choi JY, Shin D, Shin HG, Lee J*
Artificial neural network for myelin water imaging
Magn Res Med 2020 83(5):1875-1883
Yoon J, Gong E, Chatnuntawech I, Bilgic B, Lee J, Jung W, Ko J, Jung H, Setsompop K, Zaharchuk G, Kim EY, Pauly J, Lee J*
Quantitative susceptibility mapping using deep neural network: QSMnet
NeuroImage 2018 179:199-206
68

Lee, Juyong Department of Molecular Medicine and Biopharmaceutical Sciences

  • Research LabChemistry
  • Research Area (Core AI)
  • Research Area (X+AI)AI Drug Discovery

PUBLICATIONS

67

Lee, Junyoung

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

PUBLICATIONS

66

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
65

Lee, Joon Department of Intelligence and Information

  • Research LabUser Experience Lab
  • Research Area (Core AI)Human-AI Interaction, AI Service
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

Impact of an electronic health record-integrated personal health record on patient participation in health care: development and randomized controlled trial of MyHealthKeeper. Journal of medical Internet research(2019)
" My Doctor is Keeping an Eye on Me!" Exploring the Clinical Applicability of a Mobile Food Logger.  2016 CHI.
Prescribing 10,000 steps like aspirin: designing a novel interface for data-driven medical consultations. 2017 CHI.
지능형 Agent 감성 Multi-modal UX 연구.  삼성전자. 2019 1년
공간 특화 HE 인공지능 서비스 발굴. LG전자. 2018 1년
T map Voice UX 사용자 조사 및 가이드라인 수립. SK텔레콤. 2017 1년
64

Lee, Jeeyeon Department of Manufacturing Pharmacy

  • Research Lab약화학생물학 연구실
  • Research Area (Core AI)
  • Research Area (X+AI)Medicine, Pharma

PUBLICATIONS

63

Lee, Jinho Department of Electrical and Computer Engineering

  • Research LabML systems and optimizations and Computer architecture
  • Research Area (Core AI)Systems for AI
  • Research Area (X+AI)

PUBLICATIONS

62

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
61

Lee, Chang Hyun Department of Medicine

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

PUBLICATIONS

60

Lee, Chul-Joo Department of Communication

  • Research LabHealth Communication, Science Communication, Network Science and Community
  • Research Area (Core AI)Language & Cognition, AI Law & Ethics, Text Mining
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Media + AI

PUBLICATIONS

Chul-joo Lee, Kwanho Kim, & Bee-ah Kang (2019). A moderated mediation model of the relationship between media, social capital, and cancer knowledge. Health Communication. 34, 577-588. [Lead Paper]
Chul-joo Lee & Dongyoung Sohn (2016). Mapping the social capital research in communication: A bibliometric analysis. Journalism & Mass Communication Quarterly, 93(4), 728-749. [Lead Paper]
Chul-joo Lee & Jennifer Kam (2015). Why does social capital matter in health communication campaigns? Communication Research, 42(4), 459-481. [Lead Paper]
Andy Tan, Chul-joo Lee, & Jiyoung Chae (2015). Exposure to health (mis)information: Lagged effects on young adults’ health behaviors and potential pathways. Journal of Communication, 65(4), 674-698.
Chul-joo Lee (2014). The role of social capital in health communication campaigns: The case of the National Youth Anti-Drug Media Campaign. Communication Research, 41(2), 208-235.
59

Lee, Hae-Young Department of Medicine

  • Research LabInternal Medicine
  • Research Area (Core AI)Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Bio, Medicine

PUBLICATIONS

Artificial intelligence utilized cholesterol profile calculation
Common data modeling
58

Lee, Hyukjae Department of Electrical and Computer Engineering

  • Research Lab컴퓨터구조 및 병렬처리
  • Research Area (Core AI)Systems for AI
  • Research Area (X+AI)

PUBLICATIONS

57

Lee, Hun Hee Department of Mathematical Sciences

  • Research Labhttps://sites.google.com/site/hyungbin16/
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

56

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."
55

Im, Dongkyun Department of Sociology

  • Research Lab사회심리학, 정치사회학, 사회이론, 통계방법론
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

54

임재현 경영학과

  • Research LabSustainable Operations Management, Supply Chain and Logistics Management, Data Analytics
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Data Intelligence
  • Research Area (X+AI)Commerce, Energy, Manufacturing, Logistics

PUBLICATIONS

Optimal Ratcheting in Executive Compensation. Decision Analysis, accepted. with I. Hwang, Y. Kim.

Got Organic Milk? Joint Inventory Model with Supply Uncertainties and Partial Substitution. Operations Research Letters, 49(5), 2021. with D. Jeon, Z. Peng, Y. Rong.

Why Have Voluntary Time-of-Use Tariffs Fallen Short in the Residential Sector? Production & Operations Management, 29(3), 2020. with D.G. Choi, K. Murali, V. Thomas

Money Well Spent? Operations, Mainstreaming, and Fairness of Fair Trade. Production & Operations Management, 28(12), 2019. with H.Y. Mak, S.J. Park

The Effects of Ecolabels and Environmental Regulation on Green Product Development. Manufacturing & Service Operations Management, 21(3), 2019. with K. Murali, N.C. Petruzzi

Promoting Clean Technology Products: To Subsidize Products or Service Infrastructure? Service Science, 11(2), 2019. with G. Ma, H.Y. Mak, Z. Wan

Beyond the Speed-Price Tradeoff. MIT Sloan Management Review, 59(4), Summer, 2018. with J. Acimovic, H.Y. Mak
53

Lim, Jongwoo Department of Mechanical Engineering

  • Research LabComputer Vision, Robotics, Machine Learning
  • Research Area (Core AI)Visual understanding, machine learning
  • Research Area (X+AI)Mobile robots, automotives, AR/VR

PUBLICATIONS

52

장수은 환경계획학과

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

PUBLICATIONS

51

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

50

Jang, Woncheol 통계학과

  • Research LabHigh dimensioal massive data analysis
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)

PUBLICATIONS

49

장정주 경영학과

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

PUBLICATIONS

48

Chang, Hyeshik Department of Biological Sciences

  • Research LabHigh-Throughput Biology
  • Research Area (Core AI)Data Intelligence
  • Research Area (X+AI)Bio, Medicine

PUBLICATIONS

H. Chang, J. Yeo, J.-g. Kim, H. Kim, J. Lim, M. Lee, H. H. Kim, J. Ohk, H.-Y. Jeon, H. Lee, H. Jung, K.-W. Kim and V. N. Kim (2018) “Terminal Uridylyltransferases Execute Programmed Clearance of Maternal Transcriptome in Vertebrate Embryos” Molecular Cell, 70(1):72-82.e7.
H. Chang, J. Lim, M. Ha, and V. N. Kim (2014) “TAIL-seq: Genome-wide Determination of Poly(A) Tail Length and 3′ End Modifications” Molecular Cell, 53(6):1044-1052.
J. Lim, M. Ha, H. Chang, S. C. Kwon, D. K. Simanshu, D. J. Patel, and V. N. Kim (2014) “Uridylation by TUT4 and TUT7 marks mRNA for degradation” Cell, 159(6):1365-1376.
J. Cho, H. Chang, S. C. Kwon, B. Kim, Y. Kim, J. Choe, M. Ha, Y. K. Kim and V. N. Kim (2012) “LIN28A is a suppressor of ER-associated translation in embryonic stem cells” Cell, 151: 765-777.
J. Lim, D. Kim, Y. Lee, M. Ha, M. Lee, J. Yeo, H. Chang, J. Song, K. Ahn, V. N. Kim (2018) “Mixed tailing by TENT4A and TENT4B shields mRNA from rapid deadenylation” Science, eaam5794.
47

Jeon, Wha Sook Department of Computer Science and Engineering

  • Research Lab이동 컴퓨팅 및 통신 연구실
  • Research Area (Core AI)Autonomous Driving
  • Research Area (X+AI)Manufacturing, Energy

PUBLICATIONS

"Energy-efficient channel management scheme for cognitive radio sensor networks," IEEE Transactions on Vehicular Technology, 2011(DOI:  10.1109/TVT.2011.2128355 ).
"Collaborative sensing management for cognitive radio networks with reporting overhead," IEEE Transactions on Wireless Communications, 2013 (DOI:  10.1109/TWC.2012.12.111813) .
"Performance analysis of neighbor discovery process in Bluetooth Low Energy networks," IEEE Transactions on Vehicular Technology, 2017(DOI:  10.1109/TVT.2016.2558194).
"A graph-based handover scheduling for heterogeneous vehicular networks," IEEE Access,  2018 (DOI: 10.1109/ACCESS.2018.2870889).
"Adaptive Uplink Rate Control for Confirmed Class A Transmission in LoRa Networks," IEEE Internet of Things Journal, 2020 (DOI: 10.1109/JIOT.2020.2986494).
46

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
45

Chung, Minhwa Department of Linguistics

  • Research Lab음성언어처리연구실
  • Research Area (Core AI)Language & Cognition
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

Seung Hee Yang, Minhwa Chung (2019). Self-imitating Feedback Generation Using GAN for Computer-Assisted Pronunciation Training. Proceedings of INTERSPEECH 2019, 1881-1885.
Hyejin Hong, Sunhee Kim, Minhwa Chung (2014). A corpus-based analysis of English segments produced by Korean learners. Journal of Phonetics, 46, 52-67.
Sunhee Kim, Yumi Hwang, Daejin Shin, Chang-Yeal Yang, Seung-Yeun Lee, Jin Kim, Byunggoo Kong, Jio Chung, Namhyun Cho, Ji-Hwan Kim, Minhwa Chung (2013). VUI development for Korean people with dysarthria. Journal of Assistive Technology (JAT), 7(3), 188-200.
Minsu Na, Minhwa Chung (2016). Optimizing Vocabulary Modeling for Dysarthric Speech Recognition. Proceedings of ICCHP 2016, 507-510.
Seung Hee Yang, Minhwa Chung (2017). ​Characterization Of Phonetic And Phonological Error Patterns Of Korean Produced By Chinese Learners. Proceedings of Oriental COCOSDA, 405-410.
119 구급 신고 정보 표준화 및 자료 활용 방안 연구, 산업통상자원부, 2019.10~2022.06
외국인을 위한 음성언어처리 기술 기반의 한국어 말하기 교육 소프트웨어 개발, 한국연구재단,  2015.11~2018.10
발성 장애인을 위한 개인 맞춤형 내장형 명령어 인식기 개발, 지식경제부, 2010.06~2014.05
44

Jung, Sungkyu Department of Statistics

  • Research LabStatistical Learning Theory Lab.
  • Research Area (Core AI)Learning & Reasoning, Data Intelligence
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Brain, Medicine

PUBLICATIONS

Sungkyu Jung, Myung Hee Lee and Jeongyoun Ahn (2018). “On the number of principal components in high dimensions,” Biometrika 105(2), 389-402.
Sungkyu Jung, Jeongyoun Ahn, and Yongho Jeon (2019). “Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem” Journal of Computational and Graphical Statistics. 28(3) 710-721.
Gen Li and Sungkyu Jung (2017). “Incorporating Covariates into Integrated Factor Analysis of Multi-View Data,” Biometrics 73 (4), 1433-1442.
Byungwon Kim, Stephan Huckemann, Joern Schulz, and Sungkyu Jung (2019). “Small sphere distributions for directional data with application to medical imaging”, Scandinavian Journal of Statistics. 46(4) 1047-1071.

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