겸무교수 1 페이지 | 서울대학교AI연구원(AIIS)

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Affiliated Faculty

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

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
222

Jou, Kyung-Chul Department of Western History

  • Research LabModern Western History, Maritime History
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

주요 논문
「해적과 밀수: 아시아와 세계가 만나는 다른 길」, 『명청사연구』, 48 (2017), 1-28.
「대서양 세계의 형성과 '서구의 흥기'」, 『역사학보』, 232 (2016), 1-29.
「민중 마술에서 마녀로: 요하네스 니더의 《개미나라》를 중심으로」, 『서양사연구』, 53 (2015), 229-260.
「《말레우스 말레피카룸》의 악마와 마녀, 마술 개념」,  『서양사연구』, 51 (2014), 215-245.
「마녀 개념의 형성 연구: 《캐논 에피스코피》에서 《말레우스 말레피카룸》까지 」, 『서양사연구』, 48 (2013), 149-185.
「예수회의 북아메리카 전도와 문명간 교류: "예수회 보고서(Jesuit Relations)"를 토대로」, 『서양사연구』, 44 (2011), 1-39.
「콜럼버스의 심성 구조와 해로의 개척: 콜럼버스의 1차 항해를 중심으로」, 『대구사학』, 100 (2010), 413-434.
「스탈 부인과 유럽의 발견」, 『역사학연구』, 33 (2009), 293-318.
「다문화주의에서 "문화전쟁으로 - 네덜란드 이주민 통합 문제」, 『이화사학연구』, 35 (2007), 59-82.
「영화와 집단기억의 재구성: 큐브릭의 전쟁영화를 중심으로」, 『인문논총』, 56 (2006), 1-30.
「네덜란드 동인도회사와 아시아 교역: 세계화의 초기 단계」, 『미국학』, 28 (2005), 1-32.
「영화를 위한 변명 ― 역사와 영화의 관계에 대한 탐색」, 『프랑스사연구』, 2 (1999), 129-145.
「프랑스의 고문서보관소 제도」, 『역사비평』, 36 (1997), 100-107.
「근대 초 서구 상인들의 동구 진출 : 동프로이센의 네덜란드 상인을 중심으로」, 『서양사론』, 53 (1997), 37-58.
「17세기 네덜란드의 국제무역상인 : 얀 얀센 코르버(Jan Jansen Corver)과 한스 반 되른(Hans van Deurn)」, 『경제사학』, 17:1 (1993), 105-151.
 
저서
『18세기 도시 : 교류의 시작과 장소의 역사』, 정병설 외 공저 (파주: 문학동네, 2018).
『그해, 역사가 바뀌다: 세계사에 새겨진 인류의 결정적 변곡점』 (파주: 21세기북스, 2017).
『도시는 기억이다: 공공기념물로 본 서양 도시의 역사와 문화』, 주경철 외 공저 (파주: 서해문집, 2017).
『마녀 : 서구 문명은 왜 마녀를 필요로 했는가』 (서울: 생각의힘, 2016).
『크리스토퍼 콜럼버스, 종말론적 신비주의자』(서울: 서울대학교 출판문화원, 2014).
『근대 유럽의 형성: 16-18세기』, 이영림·주경철·최갑수 공저 (서울: 까치글방, 2011).
『문명과 바다』 (서울: 산처럼, 2009).
『대항해시대: 해상 팽창과 근대 세계의 형성』 (서울: 서울대학교출판부, 2008).
『(신화에서 역사로) 신데렐라 천년의 여행』 (서울: 산처럼, 2005).
『네덜란드: 튤립의 땅, 모든 자유가 당당한 나라』 (서울: 산처럼, 2003).
『테이레시아스의 역사: 서울대 주경철 교수의 역사읽기』 (서울: 산처럼, 2002).
『역사의 기억, 역사의 상상』 (서울: 문학과지성사, 2000).

역서
페르낭 브로델, 『지중해: 펠리페 2세 시대의 지중해 세계』, 주경철 외 공역, 총3권 (서울: 까치글방, 2017).
스티븐 솔로몬, 『물의 세계사: 부와 권력을 향한 인류 문명의 투쟁』, 주경철·안민석 공역 (서울: 민음사).
조이스 애플비, 『가차없는 자본주의: 파괴와 혁신의 역사』, 주경철·안민석 공역 (서울: 까치글방, 2012).
토마스 모어, 『유토피아』 (서울, 을유문화사, 2007).
찰스 P. 킨들버거, 『경제 강대국 흥망사 1500-1990』  (서울: 까치, 2004).
엠마뉘엘 토드, 『제국의 몰락: 미국 체제의 해체와 세계의 재편』 (서울: 까치, 2003).
맛시모 몬타나리, 『유럽의 음식문화』 (서울: 새물결, 2001).
마르크 페로, 『역사와 영화』 (서울: 까치, 1999)
페르낭 브로델, 『물질문명과 자본주의』, 총6권 (서울: 까치, 1995).
221

엄현상 Department of Computer Science and Engineering

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

PUBLICATIONS

220

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
219

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
218

Lee, Yong Seuk Department of Medicine

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

PUBLICATIONS

217

Cho, Hyun-Jae Department of Dentistry

  • Research LabPreventive Dental Medicine
  • Research Area (Core AI)
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine, Dentistry

PUBLICATIONS

Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery. Journal of Chemical Informatics 11.1 (2019): 46
Cognitive Profiling Related to Cerebral Amyloid Beta Burden Using Machine Learning Approaches. Frontiers in Aging Neuroscience. 10.3389 (2019)
The Disturbance in Dynamic Property in the Reconstructed State Space during Nitrous Oxide Administration. Neuroreport 30.3(2019):162–68
Differential Diagnosis of Jaw Pain using Informatics Technology. Journal of Oral Rehabilitation (2018)
A dynamic and parallel approach for repetitive prime labeling of XML with MapReduce, The Journal of Supercomputing, 73:2 (2017)
- 과제명: "빅데이터 기반의 신약 탐색 SW 개발"

 - 연구비 지원 기관: 미래창조 과학부

 - 연구 수행 기간: 2017. 04. 01. ~ 2019. 12. 31.
- 과제명: "WiseKB: 빅데이터 이해 기반 자가학습형 지식베이스 및 추론 기술 개발"

 - 연구비 지원 기관: 과학기술정보통신부

 - 연구 수행 기관: 2013. 05.01. ~ 현재
216

Yi, Won-Jin Department of Dentistry

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

PUBLICATIONS

215

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).
214

Hahn, Kyu-Sup Department of Communication

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

PUBLICATIONS

-
213

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

212

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.
211

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
210

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

209
  • Research Lab컴퓨터 구조 메모리 연구소
  • Research Area (Core AI)AI Platform
  • Research Area (X+AI)

PUBLICATIONS

208

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
207

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)
206

Lee, Kyogu Department of Intelligence and Information

  • Research LabMusic and Audio Research Group
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Language & Cognition
  • Research Area (X+AI)Arts, Brain

PUBLICATIONS

Hyeong-Seok Choi, Changdae Park, and Kyogu Lee, “From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech”, to appear in Proceedings of International Conference on Learning epresentations (ICLR), 2020
Jie Hwan Lee, Hyeong-Seok Choi, and Kyogu Lee, “Audio query-based music source separation”, in Proceedings of International Society for Music Information Retrieval Conference (ISMIR), 2019
Juheon Lee, Hyeong-Seok Choi, Chang-bin Jeon, Junghyun Koo, and Kyogu Lee, “Adversarially Trained End-to-end Korean Singing Voice Synthesis System”, in Proceedings of Interspeech, 2019, Best Student Paper Award
Juheon Lee, Sungkyun Chang, Sangkeun Choe, and Kyogu Lee, “COVER SONG IDENTIFICATION USING SONG-TO-SONG CROSS-SIMILARITY MATRIX WITH CONVOLUTIONAL NEURAL NETWORK”, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Yoonchang Han, Jaehun Kim, Kyogu Lee, “Deep convolutional neural networks for predominant instrument recognition in polyphonic music”, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 25(1), pp. 208-221, 2017
"자기회귀적 적대적 생성 신경망 기반의 가창 합성 및 평가 모델 연구", 미래창조과학부/전략과제, 2017.11.01~2020.10.31
"심상의 소리: 적대적 신경망을 활용한 크로스-모달 오디오 합성/변환 연구", 과학기술정보통신부/원천기술개발사업,  2017.11.01~2020.12.31
"뇌·인지 발달과정의 기초-영아단계 모사형 실세계 상호작용 경험 기반 객체 관련 개념의 기계학습 기술, 과학기술정보통신부/정보통신방송연구개발사업", 2019.04.01~2022.12.31
205

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
204

Son, Seok-Woo Department of Earth and Environmental Sciences

  • Research LabSynoptic weather systems
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

203

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
202

Kwon, Illoong Department of Public Administration

  • Research LabIncentive Theory, Performance-Related Pay, Human Resource, Patent and R&D
  • Research Area (Core AI)AI and Labor Force
  • Research Area (X+AI)Humanities/Social Sciences, Government Policy and Regulation

PUBLICATIONS

"Trust or Distrust: Entrepreneurs vs. Self-Employed" (with Kitae Sohn), Small Business Economics, forthcoming.
"Public-Private Mixed Delivery and Information Effects" (with Sangin Park), Economica, 2018, 85(337), 75-91.
"What Does CEOs' Pay-for-Performance Reveal About Shareholders' Attitude Toward Earnings Overstatements?" (with Katherine Guthrie and Jan Sokolowsky), Journal of Business Ethics, 2017, 146(2), 419-450.
"Job Dissatisfaction of the Self-Employed in Indonesia" (with Kitae Sohn), Small Business Economics, 2017, 49(1), 233-249.
"The Effect of Public Service Motivation and Job Level on Bureaucrats' Preference for Direct Policy Instruments" (with Miyeon Song, Seyoung Cha, Naon Min), Journal of Public Administration Research and Theory, 2017, 27(1), 36-51.
201

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

200

Cho, Kyujin Department of Mechanical Engineering

  • Research LabBiorobotics Lab
  • Research Area (Core AI)Robotics & Action, Human-AI Interaction
  • Research Area (X+AI)Medicine, Manufacturing, Wearable Robotics

PUBLICATIONS

Daekyum Kim, Brian Byunghyun Kang, Kyu Bum Kim, Hyungmin Choi, Jeesoo Ha, Kyu-Jin Cho, Sungho Jo, "Eyes are faster than hands: A soft wearable robot learns user intention from the egocentric view," Science Robotics, 4, eaav2949, 2019
Brian Byunghyun Kang, Daekyum Kim, Hyungmin Choi, Useok Jeong, Kyu Bum Kim, Sungho Jo, and Kyu-Jin Cho, "Learning-Based Fingertip Force Estimation for Soft Wearable Hand Robot With Tendon-Sheath Mechanism," IEEE Robotics and Automation Letters, 2020.
인간중심 소프트 로봇 연구센터(ERC) 연구재단, 2016~ 2022
199

Egger, Bernhard Department of Computer Science and Engineering

  • Research LabComputer Systems and Platform Laboratory
  • Research Area (Core AI)Learning & Reasoning, AI Platform, AI Chip
  • Research Area (X+AI)

PUBLICATIONS

Barend Harris, Inpyo Bae, and Bernhard Egger. "Architectures and algorithms for on-device user customization of CNNs." In Integration, the VLSI Journal, Volume 67, July 2019.
Inpyo Bae, Barend Harris, Hyemi Min, and Bernhard Egger. "Auto-Tuning CNNs for Coarse-Grained Reconfigurable Array-based Accelerators." Presented at the 2018 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES'18) and in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Volume 37, Issue, 11; November 2018.
Younghyun Cho, Surim Oh, and Bernhard Egger. "Performance Modeling of Parallel Loops on Multi-Socket Platforms using Queueing Systems." In IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume 31, Issue 2; February 2020.
Younghyun Cho, Camilo A.C. Guzman, and Bernhard Egger. "Maximizing System Utilization via Parallelism Management for Co-Located Parallel Applications." In Proceedings of the the 2018 International Conference on Parallel Architectures and Compilation (PACT'18), Limassol, Cyprus, November 2018.
Changyeon Jo, Youngsu Cho, and Bernhard Egger. "A Machine Learning Approach to Live Migration Modeling." In Proceedings of the 2017 ACM Symposium on Cloud Computing (SoCC'17), Santa Clara, USA, September 2017.
Efficient Mapping and Scheduling of Resource and Dataflow for NPU Architecture Search, 삼성전자, 2020
Exploring the Effect of Data Compression on Runtime and Accuracy of DNNs, SK텔레콤, 2018-2020
H/W–컴파일러 수직적 통합 최적화된 임베디드 DNN 프로세서연구, 삼성전자, 2017-2020
198

Heo, Eunnyeong Department of Energy Resources Engineering

  • Research LabEnergy and Resource Economics
  • Research Area (Core AI)AI Law & Ethics, Economic Valuation
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Energy

PUBLICATIONS

『우리의 지속가능한 에너지』 (2017) 임현묵 외, 유네스코한국위원회
『리더들이 꼭 알아야 할 에너지기술』 (2015) 차동형 외, 지오북
에너지 클라우드 기술의 가치평가시스템 구축, 한국연구재단 원천기술개발사업, 2019.06~2020.12
197

Lee, Sang-goo Department of Computer Science and Engineering

  • Research LabIntelligent Data System Laboratory
  • Research Area (Core AI)Language & Cognition, Data Intelligence
  • Research Area (X+AI)Commerce

PUBLICATIONS

Taeuk Kim, Jihun Choi, Daniel Edmiston, Sang-goo Lee, Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction, International Conference on Learning Representations, 2020.
Jihun Choi, Taeuk Kim, Sang-goo Lee, A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching, The 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019.
Kang Min Yoo, Youhyun Shin, Sang-goo Lee, Data Augmentation for Spoken Language Understanding via Joint Variational Generation, Thirty-Third AAAI Confernce on Artificial Intelligence (AAAI), 2019.
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sanghwan Bae, Sang-goo Lee, Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations, Thirty-Third AAAI Confernce on Artificial Intelligence (AAAI), 2019.
Jihun Choi, Kang Min Yoo, Sang-goo Lee, Learning to Compose Task-Specific Tree Structures, Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018.
글로벌 인터넷 빅 텍스트 데이터 실시간 모니터링, 과학기술정보통신부, 2016~2021.
지능형 음성인식을 위한 Q&A 기술 선행 연구, 현대엔지비(주), 2017~.
196

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
195

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
194

Lee, Hun Hee Department of Mathematical Sciences

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

PUBLICATIONS

193

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.
192

Kim, Jangwoo Department of Electrical and Computer Engineering

  • Research LabHigh Performance Computer System Lab
  • Research Area (Core AI)AI Platform, AI Chip
  • Research Area (X+AI)Brain, Medicine, Energy

PUBLICATIONS

"FlexLearn: Fast and Highly Efficient Brain Simulations Using Flexible On-Chip Learning", Eunjin Baek, Hunjun Lee, Youngsok Kim, and Jangwoo Kim, ACM/IEEE International Symposium on Microarchitecture (MICRO), Oct 2019
"MnnFast: A Fast and Scalable System Architecture for Memory-Augmented Neural Networks", Hanhwi Jang, Joonsung Kim, Jae-Eon Jo, Jaewon Lee, and Jangwoo Kim, ACM/IEEE International Symposium on Computer Architecture (ISCA), Jun 2019
"Flexon: A Flexible Digital Neuron for Efficient Spiking Neural Network Simulations"
Dayeol Lee, Gwangmu Lee, Dongup Kwon, Sunghwa Lee, Youngsok Kim, and Jangwoo Kim, ACM/IEEE International Symposium on Computer Architecture (ISCA), Jun 2018
"μLayer: Low Latency On-Device Inference Using Cooperative Single-Layer Acceleration and Processor-Friendly Quantization", Youngsok Kim, Joonsung Kim, Dongju Chae, Daehyun Kim, and Jangwoo Kim, ACM European Conference on Computer Systems (EuroSys), Mar 2019
"FIDR: A Scalable Storage System for Fine-Grain Inline Data Reduction with Efficient Memory Handling", Mohammadamin Ajdari, Wonsik Lee, Pyeongsu Park, Joonsung Kim, and Jangwoo Kim, ACM/IEEE International Symposium on Microarchitecture (MICRO), Oct 2019
인공지능 가상머신: 이종 인공지능의 동시, 고속, 독립 실행을 위한 컴퓨터 구조/삼성미래기술육성사업/2019.6-2022.5
이종 스파이크 뉴런 기반의 인간 두뇌 규모 시뮬레이션을 위한 프로세서 및 시스템 개발/한국연구재단/2017.3-2021.2
대규모 뉴럴 프로세싱을 위한 FPGA 기반의 확장형 시스템 개발/삼성전자/2017.11-2020.10
191

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)
190

Lim, Yong Department of Law

  • Research LabEconomic Law
  • Research Area (Core AI)AI Law & Ethics
  • Research Area (X+AI)Humanities/Social Sciences, Commerce, Competition Policy

PUBLICATIONS

인공지능과 시장경쟁: 데이터에 대한 규율을 중심으로 한국경제포럼  공동(Book Chapter)  201910
Tech Wars: Return of the Conglomerate - Throwback or Dawn of a New Series for Competition in the Digital Era? Journal of Korean Law  단독  202002
경쟁자의 비용 증대를 통한 배제 전략의 경쟁법적 고찰 서울법학 서울시립대 법학연구소 단독  201902
189

Cha, Jiwook Department of Psychology

  • Research LabSNU Connectome Lab
  • Research Area (Core AI)Learning & Reasoning, Brain & Mind
  • Research Area (X+AI)Neuroscience, Bio, Humanities/Social Sciences, Medicine,Brain

PUBLICATIONS

"The sexual brain, genes, and cognition: A machine-predicted brain sex score explains individual differences in cognitive intelligence and genetic influence in young children." Human Brain Mapping
"Association of Genome-wide Polygenic Scores for Multiple Psychiatric and Common Traits Identify Preadolescent Youth with Risk for Suicide." JAMA Network Open
"Maturity of gray matter structures and white matter connectomes, and their relationship with psychiatric symptoms in youth." Human Brain Mapping
"Machine learning prediction of incidence of Alzheimer’s disease using large-scale administrative health data." NPJ Digital Medicine
"Diagnosis and prognosis of Alzheimer's disease using brain morphometry and white matter connectomes." Neuroimage-Clinical
"Associations between brain structure and connectivity in infants and exposure to selective serotonin reuptake inhibitors during pregnancy. " JAMA pediatrics
"The Effects of Obstructive Sleep Apnea Syndrome on the Dentate Gyrus and Learning and Memory in Children.'" The Journal of Neuroscience
"Clinically anxious individuals show disrupted feedback between inferior frontal gyrus and prefrontal-limbic control circuit."  Journal of Neuroscience
"Neural correlates of aggression in medication-naive children with ADHD: multivariate analysis of morphometry and tractography."  Neuropsychopharmacology
"Hyper-reactive human ventral tegmental area and aberrant mesocorticolimbic connectivity in overgeneralization of fear in generalized anxiety disorder."  Journal of Neuroscience
"Circuit-wide structural and functional measures predict ventromedial prefrontal cortex fear generalization: implications for generalized anxiety disorder."  Journal of Neuroscience
188

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
187

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)
186

Hwang, Daehee Department of Biological Sciences

  • Research LabSystem Medicine Lab
  • Research Area (Core AI)Learning & Reasoning
  • Research Area (X+AI)Bio, Medicine

PUBLICATIONS

185

Lee, Kyoung Mu Department of Electrical and Computer Engineering

  • Research LabComputer Vision Lab.
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Autonomous Driving
  • Research Area (X+AI)Bio, Medicine, Logistics, Manufacturing

PUBLICATIONS

184

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
183

Seo, Jinwook Department of Computer Science and Engineering

  • Research LabHuman-Computer Interaction Laboratory
  • Research Area (Core AI)Vision & Perception, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Humanities/Social Sciences, Medicine, Manufacturing

PUBLICATIONS

Jaemin Jo and Jinwook Seo, "Disentangled Representation of Data Distributions in Scatterplots," 2019 IEEE Visualization Conference (VIS), Vancouver, BC, Canada, 2019, pp. 136-140.
Daekyoung Jung, Wonjae Kim, Hyunjoo Song, Jeong-in Hwang, Bongshin Lee, Bohyoung Kim, and Jinwook Seo, ChartSense: Interactive Data Extraction from Chart Images, In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '17), pp. 6706-6717, 2017.
182

Kho, Bong-Chan Department of Business Administration

  • Research LabInvestments, Asset Pricing, Corporate Finance, and Derivatives
  • Research Area (Core AI)
  • Research Area (X+AI)Humanities/Social Sciences, Finance, Commerce

PUBLICATIONS

한국거래소의 초단위 거래자료 빅데이터를 분석하여 외환위기 당시 외국인 투자자의 영향을 자세히 분석한 논문을 재무금융 분야 세계 톱저널인 Journal of Financial Economics (Vol. 54, No. 2, 1999)에 게재함으로써, 한국거래소 거래자료 이터를 분석한 최초의 논문으로서 한국거래소를 전세계에 널리 알리는 쾌거를 이루었음.
전세계 주식수익률 빅데이터를 분석하여 각국 주식수익률 결정의 공통적인 팩터와 전세계의 공통적인 팩터가 어떻게 다른지를 분석하여 자산가격결정 분야에서 팩터모형의 새로운 연구방향을 제시하는 기여를 하였으며, 해당 논문은  재무금융 분야 세계 톱저널인 Review of Financial Studies (Vol. 24, No. 8, 2011)에 게재하였음.
과제명: 극단적 주식수익률의 반전현상과 복권성향의 투자행태에 관한 연구
연구비 지원기관: 한국연구재단 일반공동연구
연구수행 기간: 2014.12.01~2015.11.30
과제명: Do Domestic Investors Have an Edge? The Trading Experience of Foreign Investors in Korea
연구비 지원기관: 한국학술진흥재단 국제협동연구(우수연구성과 사례로 사후 선정됨)
연구수행 기간: 2004.12.01~2005.11.30
181

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
180

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.
179

Cho, Dong-il Department of Electrical and Computer Engineering

  • Research LabNano/Micro Systems & Controls Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

178

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

177

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.
176

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~)
175

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
174

Kim, Hyunseop Department of Philosophy

  • Research LabEthics, Political Philosophy, Jurisprudence
  • Research Area (Core AI)Human-AI Interaction, AI Law & Ethics, Autonomous Driving
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

기술적, 의학적, 윤리적, 법적 관점에서 바라본 인공지능의 책임성 (교육부, 2019.7부터 진행중)
자율주행자동차에 대한 융합연구토대마련 (서울대학교, 2016)
173

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
172

Park, Jonghun Department of Industrial Engineering

  • Research LabInformation Management Lab
  • Research Area (Core AI)Learning & Reasoning, Language & Cognition
  • Research Area (X+AI)Arts, Finance, Manufacturing

PUBLICATIONS

Heewoong Park and Jonghun Park, "Assessment of Word-Level Neural Language Models for Sentence Completion", Applied Sciences, Vol. 10, No. 4, Feb 2020
In-Beom Park, Jaeseok Huh, Joongkyun Kim, and Jonghun Park, "A Reinforcement Learning Approach to Robust Scheduling of Semiconductor Manufacturing Facilities", to appear in IEEE Transactions on Automation Science and Engineering, 2020
Jonggwon Park, Kyoyun Choi, Sungwook Jeon, Dokyun Kim and Jonghun Park, "A Bi-directional Transformer for Musical Chord Recognition", to appear in Proc. of the 20th International Society for Music Information Retrieval Conference (ISMIR) 2019, Delft, Netherlands
Heewoong Park, Sukhyun Cho, Kyubyong Park, Namju Kim, and Jonghun Park, "TRAINING UTTERANCE-LEVEL EMBEDDING NETWORKS FOR SPEAKER IDENTIFICATION AND VERIFICATION", Proc. of InterSpeech 2018
Moon-jung Chae, Kyubyong Park, Jinhyun Bang, Soobin Suh, Jonghyuk Park, Namju Kim, and Jonghun Park, "CONVOLUTIONAL SEQUENCE TO SEQUENCE MODEL WITH NON-SEQUENTIAL GREEDY DECODING FOR GRAPHEME TO PHONEME CONVERSION", Proc. of ICASSP 2018
신경망 구조 탐색을 위한 메타러닝 기법 및 생성형 모형 기반 이상치 탐지 기술 연구, 카카오브레인, 2019.04.01~2020.03.31
잠재공간의 효과적 제어를 통한 심층신경망의 시퀀스 데이터 생성 기법 연구, 한국연구재단, 2019.6.1 - 2022.5.31
Deep Reinforcement Learning을 활용한 지능형 Real-Time Scheduling/Dispatching, 뉴로코어, 2019. 6. - 2019.11.
171

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

170

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

169

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
168

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."
167

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

166

Lee, Jeeyeon Department of Manufacturing Pharmacy

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

PUBLICATIONS

165

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
164

Kim, Sun Department of Computer Science and Engineering

  • Research LabBio & Health Informatics Lab
  • Research Area (Core AI)Learning & Reasoning, AI Platform, Data Intelligence
  • Research Area (X+AI)Bio, Medicine, Pharma

PUBLICATIONS

PRISM: Methylation Pattern-based, Reference-free Inference of Subclonal Makeup (ISMB 2019, Bioinformatics)
mirTime: Identifying Condition-Specific Targets of MicroRNA in Time-series Transcript Data using Gaussian Process Model and Spherical Vector Clustering (Bioinformatics 2019)
GABA-stimulated adipose-derived stem cells suppress subcutaneous adipose inflammation in obesity (PNAS, 2019)
DeepFam: Deep learning based alignment-free method for protein family modeling and prediction (ISMB 2018, Bioinformatics)
Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification (IJCAI 2017)
과제명: 멀티오믹스 분석 알고리즘 및 플랫폼 개발
연구비 지원기관: 한국연구재단 (과학기술정보통신부)
연구수행 기간: 2014.11.01 - 2022.10.31 (96개월)
과제명: 실험 및 문헌정보 거대 복잡형 데이터 통합분석추론 연구
연구비 지원기관: 한국연구재단 (과학기술정보통신부)
연구기간: 2017.9.1 - 2020.12.31 (40개월)
163

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
162

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
161

Kang, Jae Seung Department of Medicine

  • Research LabAnatomy
  • Research Area (Core AI)Human-AI Interaction
  • Research Area (X+AI)Brain, Medicine, Pharma

PUBLICATIONS

160

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

159

허성호 환경계획학과

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

PUBLICATIONS

158

Kim, Seonjin Department of Physics Education

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

PUBLICATIONS

157

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

156

Lee, Inah Department of Brain and Cognitive Sciences

  • Research LabLaboratory for Behavioral Neurophysiology of Memory
  • Research Area (Core AI)Learning & Reasoning, Brain & Mind
  • Research Area (X+AI)

PUBLICATIONS

Ahn JR, Lee HW, and Lee I (2019). Rhythmic pruning of perceptual noise for object representation in the hippocampus and perirhinal cortex in rats. Cell Reports 26
Jung MW, Lee H, Jeong Y, Lee JW, Lee I (2018). Remembering rewarding futures: A simulation‐selection model of the hippocampus. Hippocampus 28
Ahn JR, Lee I (2017) Neural correlates of both perception and memory for objects in the rodent perirhinal cortex. Cerebral Cortex 27
Lee I, Lee CH (2013) Contextual behavior and neural circuits. Frontiers in Neural Circuits 7
Lee I, Yoganarasimha D, Rao G, Knierim J (2004) Comparison of population coherence of place cells in hippocampal subfields CA1 and CA3. Nature 430
155

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
154

Yang, Insoon Department of Electrical and Computer Engineering

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

PUBLICATIONS

153

Lee, Sangyeol Department of Statistics

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

PUBLICATIONS

152

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
151

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)
150

Moon, Soo-Mook Department of Electrical and Computer Engineering

  • Research LabVirtual Machine & Optimization Lab
  • Research Area (Core AI)
  • Research Area (X+AI)

PUBLICATIONS

149

Kook, Woong Department of Mathematical Sciences

  • Research LabCombinatorial Mathematics, Algebraic Topology
  • Research Area (Core AI)Vision & Perception, Data Intelligence
  • Research Area (X+AI)Medicine, Manufacturing

PUBLICATIONS

Simplicial networks and effective resistance (co-author: K. Lee),
Advances in Applied Mathematics, Volume 100 (September 2018) 71-86
Can knowledge be more accessible in a virtual network?: Collective dynamics of knowledge transfer in a virtual knowledge organization network (coauthor: S. Shin),
Decision Support Systems (March 2014),
Combinatorial Green’s function of a graph and applications to networks,
Advances in Applied Mathematics, Volume 46 (Jan. 2011) 417-423
Topological data analysis can extract subgroups with high rates of Type 2 diabetes
(co-authors: H. Kim, C. Yi, Y. Kim, U. Park, B. Oh, H. Kim, T. Park),
International Journal of Data Mining and Bioinformatics 22(1):61-74 (20 April 2019 online)
Harmonic cycles for graphs, (co-author: Y. Kim)   
Linear and Multilinear Algebra (online February 2018)
위상수학적 조합론과 데이터 과학, 과학기술정보통신부, 2018-09-01 ~ 2022-08-31
심장질환판단서비스를 위한 딥러닝 알고리즘의 개발, 정보통신산업진흥원,
2019-09-01 ~ 2019-12-31
148

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

147

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
146

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
145

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

144

Jung, Eui-Chul Department of Crafts and Design

  • Research LabHuman-Centered Integrated Design Laboratory
  • Research Area (Core AI)Vision & Perception,Robotics & Action
  • Research Area (X+AI)Medicine

PUBLICATIONS

143

Chung, Gehoon Department of Dentistry

  • Research LabSensory Coding, Orofacial Nociception
  • Research Area (Core AI)
  • Research Area (X+AI)Bio, Brain, Medicine

PUBLICATIONS

Byeong-Min Lee*, Chisong Lee*, Shayan Fakhraei Lahiji, Ui-Won Jung , Gehoon Chung#, Hyungil Jung# Dissolving Microneedles for Rapid and Painless Local Anesthesia. Pharmaceutics (2020) 12(4):366.
142

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
141

Kim, Tae-wan Department of Naval Architecture and Ocean Engineering

  • Research LabComputer Aided Design and Information Technology Lab
  • Research Area (Core AI)Learning & Reasoning, Robotics & Action, Autonomous Driving
  • Research Area (X+AI)Finance, Logistics, Manufacturing

PUBLICATIONS

140

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
139

Kim, Gunhee Department of Computer Science and Engineering

  • Research LabVision & Learning Lab
  • Research Area (Core AI)Learning & Reasoning, Vision & Perception, Language & Cognition
  • Research Area (X+AI)

PUBLICATIONS

138

Park, Frank Chongwoo Department of Mechanical Engineering

  • Research LabRobotics Laboratory
  • Research Area (Core AI)Learning & Reasoning, Robotics & Action, Mathematical data science
  • Research Area (X+AI)Medicine, Logistics, Manufacturing, Dental and medical imaging

PUBLICATIONS

137

Yi, Kyongsu Department of Mechanical Engineering

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

PUBLICATIONS

136

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
135

Hong, Sung-Pil Department of Industrial Engineering

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

PUBLICATIONS

134

Lee, Sukjae Department of Philosophy

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

PUBLICATIONS

133

Seong, Seung-Yong Department of Medicine

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

PUBLICATIONS

132

Ko, Kilkon Department of Public Administration

  • Research LabQuantitative Analysis, Research Methods, Policy Analysis, Decision Making Theory, Chinese Administrative Reform and Corruption
  • Research Area (Core AI)Data Intelligence, Public Data Analytics and Visualization
  • Research Area (X+AI)Humanities/Social Sciences

PUBLICATIONS

Kilkon Ko (2020), Multivariate Analysis, Munwoo Publisher, forthcoming
Kilkon Ko (2019), Categorical Data Analysis, Munwoo Publisher
Kilkon Ko (2019), Data Analysis and Visualization, Parkyoung Publisher
질문기반 미세먼지 빅데이터분석, 한국환경정책평가원, 2019.3~2019.12.
질문기반 기후변화 빅데이터분석, 한국환경정책평가원, 2020.3~2020.12.
텍스트 분석을 통한 고용정책 프레임 분석, 서울대학교 빅데이터연구소, 2019.1~2019.12
131

박준용 Department of Statistics

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

PUBLICATIONS

130

Park, Hyungbin Department of Mathematical Sciences

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

PUBLICATIONS

129

Kang, Hyeong Jin Department of Medicine

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

PUBLICATIONS

128

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

127

Park, Jinsoo Department of Business Administration

  • Research LabIntelligent Data Semantics Lab
  • Research Area (Core AI)Language & Cognition, Human-AI Interaction, Data Intelligence
  • Research Area (X+AI)Finance, Commerce, Manufacturing

PUBLICATIONS

“Semantic Conflict Resolution Ontology (SCROL): An Ontology for Detecting and Resolving Data and Schema-Level Semantic Conflicts,” (with S. Ram), IEEE Transactions on Knowledge and Data Engineering, Vol. 16, No. 2. February 2004, pp. 189-202.
“A Novel Approach to Managing the Dynamic Nature of Semantic Relatedness,” (with Y. Choi, and J. Oh), Journal of Database Management, Vol. 27, No. 2, April-June 2016, pp. 1-26. (doi: 10.4018/JDM.2016040101)
“Predicting Movie Success with Machine Learning Techniques: Ways to Improve Accuracy,” (with K. Lee, I. Kim, and Y. Choi), Information Systems Frontiers, Vol. 20, Number 3, June 2018, pp. 577-588. (doi: 10.1007/s10796-016-9689-z) Online-first version on August 2016, pp. 1-12.
“Identifying Semantically Similar Questions in Social Q&A Communities,” (with B. Kim), in Proceedings of the 27th Workshop on Information Technologies and Systems (WITS 2017), Seoul, Korea, December 14-15, 2017.
“A Link-based Ranking Algorithm for Semantic Web Resources: A Class-oriented Approach Independent of Link Direction,” (with H. Park and S. Rho), Journal of Database Management, Vol. 22, No. 1, January-March 2011, pp. 1-25.
126

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

125

Kim, Hong-Gee Department of Dentistry

  • Research LabBiomedical Knowledge Engineering Laboratory
  • Research Area (Core AI)Language & Cognition, AI Platform, Data Intelligence
  • Research Area (X+AI)Bio, Humanities/Social Sciences, Medicine

PUBLICATIONS

Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery. Journal of Chemical Informatics 11.1 (2019): 46
Cognitive Profiling Related to Cerebral Amyloid Beta Burden Using Machine Learning Approaches. Frontiers in Aging Neuroscience. 10.3389 (2019)
The Disturbance in Dynamic Property in the Reconstructed State Space during Nitrous Oxide Administration. Neuroreport 30.3(2019):162–68
Differential Diagnosis of Jaw Pain using Informatics Technology. Journal of Oral Rehabilitation (2018)
A dynamic and parallel approach for repetitive prime labeling of XML with MapReduce, The Journal of Supercomputing, 73:2 (2017)
124

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

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