Publications - Efficient Algorithms for Data Science Toolboxes
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- 2021:[3] ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain
Shangdi Yu, Yiqiu Wang, Yan Gu, Laxman Dhulipala, and Julian Shun
Processings of the VLDB Endowmenthierarchical agglomerative clusteringConference paper Full version (arXiv) - [2]
Fast Parallel Algorithms for Euclidean Minimum Spanning Tree and Hierarchical Spatial Clustering
Yiqiu Wang, Shangdi Yu, Yan Gu, and Julian Shun
ACM International Conference on Management of Data (SIGMOD), 2021Euclidean MST and hierarchical clusteringConference paper Full version (arXiv) Video Code - 2020:[1] Theoretically-Efficient and Practical Parallel DBSCAN
Yiqiu Wang, Yan Gu, and Julian Shun
ACM International Conference on Management of Data (SIGMOD), 2020Density-based clusteringProject page Conference paper Full version (arXiv) Video Code