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.
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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이질형 그래프에서의 고차 구조 정보 활용을 위한 그래프뉴럴 상미분 방정식
안성진, 김명호
2022 한국컴퓨터종합학술대회
2022[] []
2021
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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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Real-Time Deep Learning-Based Anomaly Detection Approach for Multivariate Data Streams with Apache Flink
TAEWOOK HA, Kang, Jung Mo, Myoung Ho Kim
1st International Workshop on Big data-driven Edge Cloud Services, BECS 2021
2021[] []
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Variational Graph Normalized AutoEncoder
Ahn, Seong Jin, Myoung Ho Kim
30th ACM International Conference on Information and Knowledge Management, CIKM 2021
2021[] []
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다변량 시계열 데이터에서 이상 탐지를 위한 지식 증류
김선영, 김명호
2021 한국컴퓨터종합학술대회
2021[] []
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이질형 그래프에서의 간선 예측을 위한 고차 그래프 뉴럴 네트워크
안성진, 김명호
2021 한국컴퓨터종합학술대회
2021[] []
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전달성 커널을 사용한 그래프 컨볼루션 네트워크 기반 간선 예측
안성진, 김명호
2021 한국컴퓨터종합학술대회
2021[] []
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합성연산자를 이용한 그래프 어텐션 네트워크 기반 지식 그래프 링크 예측
김준선, 김명호
2021 한국소프트웨어종합학술대회
2021[] []
2020
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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[] []
2019
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랜덤 워크 점수를 사용한 그래프 뉴럴 네트워크 기반 노드 분류
안성진, 김명호
2019 한국소프트웨어종합학술대회
2019[] []
2017
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Changing News Media Landscape in South Korea
Lim, Hongjun, Sue Moon, Chung, Choongho, Kim, JH, Juho Kim, Cha, Meeyoung
26th International World Wide Web Conference, WWW 2017 Companion
2017[] []
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Computing Betweenness Centrality in B-hypergraphs
Lee, Kwang Hee, Myoung Ho Kim
CIKM2017, Int’l Conf. on Information and Knowledge Management
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
ICCC2017, Int'l Conf. on Convergence Content
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 the 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
7th Temporal Web Analytics Workshop (co-located 26th International World Wide Web Conference)
2017[] []
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pm-SCAN: an I/O Efficient Structural Clustering Algorithm for Large-scale Graphs
Seo, Jung Hyuk, Myoung Ho Kim
CIKM2017, Int’l Conf. on Information and Knowledge Management
2017[]
2016
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Efficient Clustering of Attributed Multigraphs with Concept Hierarchies
Seo, Jung Hyuk, Myoung Ho Kim
ICCC2016, Int'l Conf. on Convergence Content
2016[]
