Shangdi Yu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 29

Top Topics

Minimum Spanning Tree

Computational Geometry

Spatial Clustering

Top Venues

Proc. VLDB Endow.

J. Complex Networks

Publications

Joshua Engels, Benjamin Landrum, Shangdi Yu, Laxman Dhulipala, Julian Shun
Approximate Nearest Neighbor Search with Window Filters. CoRR (2024)
Horace He, Shangdi Yu
Transcending Runtime-Memory Tradeoffs in Checkpointing by being Fusion Aware. MLSys (2023)
Yiqiu Wang, Shangdi Yu, Yan Gu, Julian Shun
Fast Parallel Algorithms for Euclidean Minimum Spanning Tree and Hierarchical Spatial Clustering (Abstract). HOPC@SPAA (2023)
Zhen Guo, Shangdi Yu
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising. CoRR (2023)
Shangdi Yu, Julian Shun
Parallel Filtered Graphs for Hierarchical Clustering. ICDE (2023)
Yihao Huang, Shangdi Yu, Julian Shun
Faster Parallel Exact Density Peaks Clustering. ACDA (2023)
Yihao Huang, Shangdi Yu, Julian Shun
Faster Parallel Exact Density Peaks Clustering (Abstract). HOPC@SPAA (2023)
Yihao Huang, Shangdi Yu, Julian Shun
Faster Parallel Exact Density Peaks Clustering. CoRR (2023)
Shangdi Yu, Joshua Engels, Yihao Huang, Julian Shun
PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search. CoRR (2023)
Shangdi Yu, Julian Shun
Parallel Filtered Graphs for Hierarchical Clustering. CoRR (2023)
Zhen Guo, Peiqi Wang, Yanwei Wang, Shangdi Yu
Dr. LLaMA: Improving Small Language Models in Domain-Specific QA via Generative Data Augmentation. CoRR (2023)
Yiqiu Wang, Rahul Yesantharao, Shangdi Yu, Laxman Dhulipala, Yan Gu, Julian Shun
ParGeo: A Library for Parallel Computational Geometry. ESA (2022)
Quanquan C. Liu, Jessica Shi, Shangdi Yu, Laxman Dhulipala, Julian Shun
Parallel Batch-Dynamic Algorithms for k-Core Decomposition and Related Graph Problems. SPAA (2022)
Yiqiu Wang, Shangdi Yu, Laxman Dhulipala, Yan Gu, Julian Shun
ParGeo: a library for parallel computational geometry. PPoPP (2022)
Yiqiu Wang, Rahul Yesantharao, Shangdi Yu, Laxman Dhulipala, Yan Gu, Julian Shun
ParGeo: A Library for Parallel Computational Geometry. CoRR (2022)
Laxman Dhulipala, Quanquan C. Liu, Sofya Raskhodnikova, Jessica Shi, Julian Shun, Shangdi Yu
Differential Privacy from Locally Adjustable Graph Algorithms: k-Core Decomposition, Low Out-Degree Ordering, and Densest Subgraphs. CoRR (2022)
Laxman Dhulipala, Quanquan C. Liu, Sofya Raskhodnikova, Jessica Shi, Julian Shun, Shangdi Yu
Differential Privacy from Locally Adjustable Graph Algorithms: k-Core Decomposition, Low Out-Degree Ordering, and Densest Subgraphs. FOCS (2022)
Yiqiu Wang, Shangdi Yu, Yan Gu, Julian Shun
A Parallel Batch-Dynamic Data Structure for the Closest Pair Problem. SoCG (2021)
Yiqiu Wang, Shangdi Yu, Yan Gu, Julian Shun
Fast Parallel Algorithms for Euclidean Minimum Spanning Tree and Hierarchical Spatial Clustering. SIGMOD Conference (2021)
Xiang Fu, Shangdi Yu, Austin R. Benson
Modelling and analysis of tagging networks in Stack Exchange communities. J. Complex Networks 8 (5) (2021)
Yiqiu Wang, Shangdi Yu, Laxman Dhulipala, Yan Gu, Julian Shun
GeoGraph: A Framework for Graph Processing on Geometric Data. ACM SIGOPS Oper. Syst. Rev. 55 (1) (2021)
Shangdi Yu, Yiqiu Wang, Yan Gu, Laxman Dhulipala, Julian Shun
ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain. Proc. VLDB Endow. 15 (2) (2021)
Shangdi Yu, Yiqiu Wang, Yan Gu, Laxman Dhulipala, Julian Shun
ParChain: A Framework for Parallel Hierarchical Agglomerative Clustering using Nearest-Neighbor Chain. CoRR (2021)
Quanquan C. Liu, Jessica Shi, Shangdi Yu, Laxman Dhulipala, Julian Shun
Parallel Batch-Dynamic k-Core Decomposition. CoRR (2021)
Yiqiu Wang, Shangdi Yu, Yan Gu, Julian Shun
Fast Parallel Algorithms for Euclidean Minimum Spanning Tree and Hierarchical Spatial Clustering. CoRR (2021)
Laxman Dhulipala, Quanquan C. Liu, Julian Shun, Shangdi Yu
-Clique Counting. APOCS (2021)
Yiqiu Wang, Shangdi Yu, Yan Gu, Julian Shun
A Parallel Batch-Dynamic Data Structure for the Closest Pair Problem. CoRR (2020)
Michelangelo Harris, Brian Liu, Cean Park, Ravi Ramireddy, Gloria Ren, Max Ren, Shangdi Yu, Andrew Daw, Jamol Pender
Analyzing the Spotify Top 200 Through a Point Process Lens. CoRR (2019)
Xiang Fu, Shangdi Yu, Austin R. Benson
Modeling and Analysis of Tagging Networks in Stack Exchange Communities. CoRR (2019)