International Papers
SkySearch: Satellite Video Search at Scale
BTS: Load-Balanced Distributed Union-Find for Finding Connected Components with Balanced Tree Structures
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Efficient Proximity Search in Time-evolving High-dimensional Data using Multi-level Block Indexing
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Enhancing Heterophilic Graph Neural Network Performance through Label Propagation in K-Nearest Neighbor Graphs
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Latent Representation Generation for Efficient Content-Based Image Retrieval in Weather Satellite Images Using Self-Supervised Segmentation (poster)
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Efficient Distributed Approximate k-Nearest Neighbor Graph Construction by Multiway Random Division Forest
UniCon: A Unified Star-Operation to Efficiently Find Connected Components on a Cluster of Commodity Hardware
Accurate Relational Reasoning in Edge-labeled Graphs by Multi-Labeled Random Walk with Restart
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PACC: Large Scale Connected Component Computation on Hadoop and Spark
FlexGraph: flexible partitioning and storage for scalable graph mining
BalanSiNG: Fast and Scalable Generation of Realistic Signed Networks
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Enumerating Trillion Subgraphs On Distributed Systems
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PegasusN: A Scalable and Versatile Graph Mining System (Demo)
A New Question Answering Approach with Conceptual Graphs
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Partition Aware Connected Component Computation in Distributed Systems
PTE: Enumerating Trillion Triangles On Distributed Systems
The Direction-Constrained k Nearest Neighbor Query: Dealing With Spatio-Directional Objects
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MapReduce Triangle Enumeration With Guarantees
An Efficient MapReduce Algorithm for Counting Triangles in a Very Large graph
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Domestic Papers
너비 우선 탐색(BFS) 기법 기반 국내 유튜브(Youtube) 동영상 정보 크롤링 기법 및 국내 Youtube 데이터셋 구축
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Patents
시간 축적 고차원 데이터에서의 효율적인 근접 검색을 위한 다중 레벨 블록 인덱싱
Multi-Level Block Indexing for Efficient Proximity Search in Time-Accumulating High-Dimensional Data
출원: 1020240041432 (2024.03.26)
k-코어를 사용한 그래프 증강 방법
A Method for Graph Augmentation Using K-Cores
출원: 1020240046746 (2024.04.05)
K-NN 그래프와 라벨 전파를 이용한 이질적 그래프 신경망 성능 강화
Heterophilic Graph Neural Network Enhancement using K-NN Graphs and Label Propagation
출원: 1020240045739 (2024.04.04)
기상관측정보를 고려한 오토인코더 기반 멀티모달 기상위성영상 임베딩 기법
An AutoEncoder-based multimodal embedding method for meteorological satellite images with weather information
출원: 1020230023710 (2023.02.22)
그래프 랜덤워크 기반 보안관제 이벤트 분석 장치 및 방법
SECURITY EVENT ANALYSIS AND VISUALIZATION APPARATUS AND METHOD BASED ON GRAPH RANDOM WALK WITH RESTART
출원: 1020220072765 (2022.06.15), 등록: 1027804170000 (2025.03.07)
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부호화된 네트워크 생성 장치 및 방법
APPARATUS AND METHOD FOR GENERATING SIGNED NETWORK
출원: 1020190146716 (2019.11.15), 등록: 1023210640000 (2021.10.28)
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이기종 클러스터 환경에서 네트워크 통신의 양을 줄이는 그래프 삼각형 열거 방법 및 장치
TRIANGLE ENUMERATION METHOD THAT REDUCES NETWORK TRAFFIC ON HETEROGENEOUS CLUSTERS AND APPARATUS THEREOF
출원: 1020190018142 (2019.02.15), 등록: 1021920480000 (2020.12.10)
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다중 간선 라벨 그래프의 정점들 간 관련도를 측정하는 방법 및 장치
METHOD AND APPARATUS FOR MEASURING RELEVANCE BETWEEN NODES OF EDGE-LABELED MULTIGRAPH
출원: 1020180150180 (2018.11.28), 등록: 1021779400000 (2020.11.06)
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사전 그래프 분할 기반 행렬 벡터 곱을 이용한 대규모 그래프 마이닝 방법 및 장치
METHOD AND APPARATUS FOR SCALABLE GRAPH MINING USING GRAPH PRE-PARTITIONING
출원: 1020180037373 (2018.03.30), 등록: 1019907350000 (2019.06.12)
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그래프 매칭 방법 및 장치
METHOD AND APPARATUS FOR MATCHING GRAPH
출원: 1020160139185 (2016.10.25), 등록: 1017478540000 (2017.06.09)
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삼각형 열거를 위한 맵 리듀스 방법, 및 그 방법을 이용하는 장치들
MAPREDUCE METHOD FOR TRIANGLE ENUMERATION AND APPARATUS THEREOF
출원: 1020150020455 (2015.02.10), 등록: 1016693560000 (2016.10.19)
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