Directions
AI 기술을 제품과 사회에 반영하기 위해서는 요구되는 계산량 및 전송량을 감당할 고성능 시스템 및 네트워킹이 필수적이다. 반면, AI 기술을 이용하여 시스템 및 네트워크를 최적화하거나 새로운 디자인을 고안하는 연구도 활발히 진행되고 있다.
Bayesian inductive learning in group recommendations for seen and unseen groups
Kwang Hee Lee, Myoung Ho Kim
INFORMATION SCIENCES
2022
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Bootstrapped Knowledge Graph Embedding based on Neighbor Expansion
Kim, Jun Seon, Ahn, Seong Jin, Myoung Ho Kim
31st ACM International Conference on Information and Knowledge Management, CIKM 2022
2022
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Multivariate Time series Anomaly Detection based on reconstructed differences using Graph Attention Networks
Kang, Jung Mo, Myoung Ho Kim
2nd International Workshop on Big data-driven Edge Cloud Services, BECS 2022
2022
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Online Evasion Attacks on Recurrent Models: The Power of Hallucinating the Future
Byunggill Joe, Hamm, Jihun, Insik Shin
31st International Joint Conference on Artificial Intelligence, IJCAI 2022
2022
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VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템
박원정, 정유진, 박순찬, 박진아
정보과학회논문지
2022
고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측
안성진, 김명호
정보과학회 컴퓨팅의 실제 논문지
2022
노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩
김준선, 김명호
정보과학회 논문지
2022
이질형 그래프에서의 고차 구조 정보 활용을 위한 그래프뉴럴 상미분 방정식
안성진, 김명호
2022 한국컴퓨터종합학술대회
2022
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A survey on deep learning-based Monte Carlo denoising
Huo, Yuchi, Sung-Eui Yoon
COMPUTATIONAL VISUAL MEDIA
2021
GraphShop: Graph-based Approach for Shop-type Recommendation
GUOYUAN AN, Sung-Eui Yoon, Jaeyoon Kim, Wang, Lin, Myoung Ho Kim
2021 SIAM International Conference on Data Mining (SDM)
2021
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Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction
Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
2021
자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법
Lim, Joowon, 박진아
정보과학회논문지
2021
ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time
Byun, Jaewook, Woo, Sungpil, Daeyoung KIM
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
2020
Data augmentation method for improving the accuracy of human pose estimation with cropped images
Soonchan Park, Lee, Sang-baek, Jinah Park
PATTERN RECOGNITION LETTERS
2020
Identifying and Quantifying Coordinated Manipulation of Upvotes and Downvotes in Naver News Comments
Jiwan Jeong, Jeong-han Kang, Sue Moon
14TH INTERNATIONAL CONFERENCE ON WEB AND SOCIAL MEDIA(ICWSM-2020)
2020
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Computing Betweenness Centrality in B-hypergraphs
Lee, Kwang Hee, Myoung Ho Kim
Conference on Information and Knowledge Management(CIKM)
2017
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Data Integration Framework for Heterogeneous Databases in Biomedicine
Jeong, Hyun Ji, Park, Hye Rin, Kim, Jae Ho, Myoung Ho Kim
International Conference on Convergence Content (ICCC2017)
2017
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Discovering B-Coupling Relationships in the Bipartite Hypergraph through Link Prediction in the Unimodal Graph
Kim, Bo Bae, Jeong, Hyun Ji, Myoung Ho Kim
2017 IEEE 2nd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA)
2017
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Interval Signature: Persistence and Distinctiveness of Inter-event Time Distributions in Online Human Behavior
Jiwan Jeong, Sue Moon
International World Wide Web Conference(WWW)
2017
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pm-SCAN: an I/O Efficient Structural Clustering Algorithm for Large-scale Graphs
Seo, Jung Hyuk, Myoung Ho Kim
ACM Conference on Information and Knowledge Management (CIKM)
2017
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