Graph Algorithms

[Back to full publication list]

  • 2023:
    [18] Parallel Strong Connectivity Based on Faster Reachability (To Appear)
    Letong Wang, Xiaojun Dong, Yan Gu, and Yihan Sun
    SIGMOD
     ACM Special Interest Group on Management of Data (SIGMOD), 2023   
    High-performance implementation of parallel SCC
  • [17] Provably Fast and Space-Efficient Parallel Biconnectivity
    Xiaojun Dong, Letong Wang, Yan Gu, and Yihan Sun
    🏆 Best Paper Award!
    PPoPP
     ACM Symposium on Principles and Practice of Parallel Programming (PPoPP), 2023   
    Work-, span- and space-efficient algorithm and implementation of parallel biconnected components
    Paper   ArXiV  Code  
  • 2022:
    [16] Many Sequential Iterative Algorithms Can Be Parallel and (Nearly) Work-efficient
    Zheqi Shen, Zijin Wan, Yan Gu, and Yihan Sun
    SPAA
     ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2022   
    Implementation of delta-stepping, maximal independent set, graph coloring.
    Paper   ArXiV  Slides  
  • [15] POSTER: The Problem-Based Benchmark Suite (PBBS), V2
    Daniel Anderson, Guy E. Blelloch, Laxman Dhulipala, Magdalen Dobson, and Yihan Sun
    PPoPP
     ACM Symposium on Principles and Practice of Parallel Programming (PPoPP), 2022   
    BFS (breadth-first-search), MIS (maximal independent set), MM (maximal matching), spanning tree, minimum spanning tree
    Paper   Code  
  • 2021:
    [14] Efficient Stepping Algorithms and Implementations for Parallel Shortest Paths
    Xiaojun Dong, Yan Gu, Yihan Sun, and Yunming Zhang
    SPAA
     ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2021   
    Parallel SSSP
    Paper   Video  ArXiV  Code  
  • [13] GeoGraph: A Framework for Graph Processing on Geometric Data
    Yiqiu Wang, Shangdi Yu, Laxman Dhulipala, Yan Gu, and Julian Shun
    SIGOPS-OSR
     ACM SIGOPS Operating Systems Review (SIGOPS-OSR), 2021   
    Enable parallel graph processing for geometric data
    Paper   Code  
  • [12] The Read-Only Semi-External Model
    Guy E. Blelloch, Laxman Dhulipala, Phillip B. Gibbons, Yan Gu, Charles McGuffey, and Julian Shun
    APOCS
     ACM-SIAM Algorithmic Principles of Computer Systems (APOCS), 2021   
    Traingle counting, SCC, FRT trees from graphs
    Paper   
  • 2020:
    [11] Parallelism in Randomized Incremental Algorithms
    Guy E. Blelloch, Yan Gu, Julian Shun, and Yihan Sun
    JACM
     Journal of the ACM (JACM), 2020   
    Parallel SCC, LE list
    Paper   
  • [10] Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs
    Laxman Dhulipala, Charles McGuffey, Hongbo Kang, Yan Gu, Guy E. Blelloch, Phillip B. Gibbons, and Julian Shun
    VLDB
     Proceedings of the VLDB Endowment (VLDB), 2020   
    19 commonly used graph algorithms
    Paper   ArXiV  Code  
  • 2018:
    [9] Implicit Decomposition for Write-Efficient Connectivity Algorithms
    Naama Ben-David, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Yan Gu, Charles McGuffey, and Julian Shun
    IPDPS
     IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2018   
    Graph connectivity and biconnectivity
    Paper   ArXiV  
  • 2017:
    [8] Efficient Construction of Probabilistic Tree Embeddings
    Guy E. Blelloch, Yan Gu, and Yihan Sun
    ICALP
     International Colloquium on Automata, Languages, and Programming (ICALP), 2017   
    approximate SSSP, distance oracle
    Paper   ArXiV  
  • 2016:
    [7] Parallel Shortest-paths Using Radius Stepping
    Guy E. Blelloch, Yan Gu, Yihan Sun, and Kanat Tangwongsan
    SPAA
     ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2016   
    Parallel SSSP
    Paper   
  • [6] Parallelism in Randomized Incremental Algorithms
    Guy E. Blelloch, Yan Gu, Julian Shun, and Yihan Sun
    SPAA
     ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2016   
    Parallel SCC, LE list
    Paper   ArXiV  
  • [5] Parallel Algorithms with Asymmetric Read and Write Costs
    Naama Ben-David, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Yan Gu, Charles McGuffey, and Julian Shun
    SPAA
     ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2016   
    BFS
    Paper   
  • [4] Efficient Algorithms with Asymmetric Read and Write Costs
    Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Yan Gu, Charles McGuffey, and Julian Shun
    ESA
     European Symposium on Algorithms (ESA), 2016   
    SSSP, MST
    Paper   ArXiV  
  • 2015:
    [3] Simultaneous Optimization of Both Node and Edge Conservation in Network Alignment via WAVE
    Yihan Sun, Joseph Crawford, Jie Tang, and Tijana Milenkovic
    WABI
     Workshop on Algorithms in Bioinformatics (WABI), 2015   
    Graph alignment algorithm for PPI network aligning
    Paper   ArXiV  
  • 2014:
    [2] Fair Evaluation of Global Network Aligners
    Joseph Crawford, Yihan Sun, and Tijana Milenkovic
    AMB
     Algorithms for Molecular Biology (AMB), 2014   
    Comparing graph alignment algorithms for PPI network aligning
    Paper   ArXiV  
  • 2013:
    [1] Influence Maximization in Dynamic Social Networks
    Honglei Zhuang, Yihan Sun, Jie Tang,  Zhang Jialin, and Xiaoming Sun
    ICDM
     IEEE International Conference on Data Mining (ICDM), 2013   
    Influence maximization on social networks
    Paper   ArXiV  Slides