Publications - Experimental Evaluations

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2024:
[23] Parallel and (Nearly) Work-Efficient Dynamic Programming
Xiangyun Ding, Yan Gu, and Yihan Sun
🏆 Outstanding Paper Award (Best paper finalist)!
SPAA
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2024 [BibTeX]

@inproceedings{ Ding2024Parallel,
title = { Parallel and (Nearly) Work-Efficient Dynamic Programming },
author = {Ding, Xiangyun and Gu, Yan and Sun, Yihan},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2024 }
}

Paper ArXiV Code Slides
[22] ParlayANN: Scalable and Deterministic Parallel Graph-Based Algorithms for Approximate Nearest Neighbor Search
Magdalen Dobson, Zheqi Shen, Guy Blelloch, Laxman Dhulipala, Yan Gu, Harsha Simhadri, and Yihan Sun
PPoPP
ACM Symposium on Principles and Practice of Parallel Programming (PPoPP), 2024 [BibTeX]

@inproceedings{ Dobson2024ParlayANN:,
title = { ParlayANN: Scalable and Deterministic Parallel Graph-Based Algorithms for Approximate Nearest Neighbor Search },
author = {Dobson, Magdalen and Shen, Zheqi and Blelloch, Guy and Dhulipala, Laxman and Gu, Yan and Simhadri, Harsha and Sun, Yihan},
booktitle = {ACM Symposium on Principles and Practice of Parallel Programming (PPoPP)},
year = { 2024 }
}

DOI:
10.1145/3627535.3638475
Paper ArXiV Code
[21] Parallel Integer Sort: Theory and Practice
Xiaojun Dong, Laxman Dhulipala, Yan Gu, and Yihan Sun
PPoPP
ACM Symposium on Principles and Practice of Parallel Programming (PPoPP), 2024 [BibTeX]

@inproceedings{ Dong2024Parallel,
title = { Parallel Integer Sort: Theory and Practice },
author = {Dong, Xiaojun and Dhulipala, Laxman and Gu, Yan and Sun, Yihan},
booktitle = {ACM Symposium on Principles and Practice of Parallel Programming (PPoPP)},
year = { 2024 }
}

DOI:
10.1145/3627535.3638483
HOPC
Poster and oral presentation at the Highlights of Parallel Computing (HOPC@SPAA), 2024
Paper ArXiV Code Slides
[20] Fast and Space-Efficient Parallel Algorithms for Influence Maximization
Letong Wang, Xiangyun Ding, Yan Gu, and Yihan Sun
VLDB
Proceedings of the VLDB Endowment (VLDB), 2024 [BibTeX]

@inproceedings{ Wang2024Fast,
title = { Fast and Space-Efficient Parallel Algorithms for Influence Maximization },
author = {Wang, Letong and Ding, Xiangyun and Gu, Yan and Sun, Yihan},
booktitle = {Proceedings of the VLDB Endowment (VLDB)},
year = { 2024 }
}

DOI:
10.14778/3632093.3632104
HOPC
Poster and oral presentation at the Highlights of Parallel Computing (HOPC@SPAA), 2024
Paper ArXiV Code
2023:
[19] Efficient Parallel Output-Sensitive Edit Distance
Xiangyun Ding, Xiaojun Dong, Yan Gu, Youzhe Liu, and Yihan Sun
🏆 Best Paper Award!
ESA
European Symposium on Algorithms (ESA), 2023 [BibTeX]

@inproceedings{ Ding2023Efficient,
title = { Efficient Parallel Output-Sensitive Edit Distance },
author = {Ding, Xiangyun and Dong, Xiaojun and Gu, Yan and Liu, Youzhe and Sun, Yihan},
booktitle = {European Symposium on Algorithms (ESA)},
year = { 2023 }
}

DOI:
10.4230/LIPIcs.ESA.2023.40
HOPC
Poster and oral presentation at the Highlights of Parallel Computing (HOPC@SPAA), 2024
Paper ArXiV Code Slides
[18] High-Performance and Flexible Parallel Algorithms for Semisort and Related Problems
Xiaojun Dong, Yunshu Wu, Zhongqi Wang, Laxman Dhulipala, Yan Gu, and Yihan Sun
SPAA
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2023 [BibTeX]

@inproceedings{ Dong2023High-Performance,
title = { High-Performance and Flexible Parallel Algorithms for Semisort and Related Problems },
author = {Dong, Xiaojun and Wu, Yunshu and Wang, Zhongqi and Dhulipala, Laxman and Gu, Yan and Sun, Yihan},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2023 }
}

DOI:
10.1145/3558481.3591071
Paper ArXiV Code Slides
[17] Parallel Longest Increasing Subsequence and van Emde Boas Trees
Yan Gu, Ziyang Men, Zheqi Shen, Yihan Sun, and Zijin Wan
SPAA
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2023 [BibTeX]

@inproceedings{ Gu2023Parallel,
title = { Parallel Longest Increasing Subsequence and van Emde Boas Trees },
author = {Gu, Yan and Men, Ziyang and Shen, Zheqi and Sun, Yihan and Wan, Zijin},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2023 }
}

DOI:
10.1145/3558481.3591069
Paper ArXiV Code Slides
[16] Parallel Strong Connectivity Based on Faster Reachability
Letong Wang, Xiaojun Dong, Yan Gu, and Yihan Sun
SIGMOD
ACM Special Interest Group on Management of Data (SIGMOD), 2023 [BibTeX]

@inproceedings{ Wang2023Parallel,
title = { Parallel Strong Connectivity Based on Faster Reachability },
author = {Wang, Letong and Dong, Xiaojun and Gu, Yan and Sun, Yihan},
booktitle = {ACM Special Interest Group on Management of Data (SIGMOD)},
year = { 2023 }
}

DOI:
10.1145/3589259
ACDA
Poster presented at the SIAM Conference on Applied and Computational Discrete Algorithms (ACDA), 2023
HOPC
Poster presented at the Highlights of Parallel Computing (HOPC@SPAA), 2023
Paper ArXiV Code Slides
[15] 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 [BibTeX]

@inproceedings{ Dong2023Provably,
title = { Provably Fast and Space-Efficient Parallel Biconnectivity },
author = {Dong, Xiaojun and Wang, Letong and Gu, Yan and Sun, Yihan},
booktitle = {ACM Symposium on Principles and Practice of Parallel Programming (PPoPP)},
year = { 2023 }
}

DOI:
10.1145/3572848.3577483
ACDA
Poster and oral presentation at the SIAM Conference on Applied and Computational Discrete Algorithms (ACDA), 2023
HOPC
Poster and oral presentation at the Highlights of Parallel Computing (HOPC@SPAA), 2023
Paper ArXiV Code Slides
2022:
[14] 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 [BibTeX]

@inproceedings{ Shen2022Many,
title = { Many Sequential Iterative Algorithms Can Be Parallel and (Nearly) Work-efficient },
author = {Shen, Zheqi and Wan, Zijin and Gu, Yan and Sun, Yihan},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2022 }
}

DOI:
10.1145/3490148.3538574
Paper ArXiV Slides
[13] PaC-trees: Supporting Parallel and Compressed Purely-Functional Collections
Laxman Dhulipala, Guy Blelloch, Yan Gu, and Yihan Sun
PLDI
ACM Conference on Programming Language Design and Implementation (PLDI), 2022 [BibTeX]

@inproceedings{ Dhulipala2022PaC-trees:,
title = { PaC-trees: Supporting Parallel and Compressed Purely-Functional Collections },
author = {Dhulipala, Laxman and Blelloch, Guy and Gu, Yan and Sun, Yihan},
booktitle = {ACM Conference on Programming Language Design and Implementation (PLDI)},
year = { 2022 }
}

DOI:
10.1145/3519939.3523733
Paper ArXiV Code Slides
[12] Joinable Parallel Balanced Binary Trees
Guy E. Blelloch, Daniel Ferizovic, and Yihan Sun
TOPC
ACM Transactions on Parallel Computing (TOPC), 2022 [BibTeX]

@inproceedings{ Blelloch2022Joinable,
title = { Joinable Parallel Balanced Binary Trees },
author = {Blelloch, Guy E. and Ferizovic, Daniel and Sun, Yihan},
booktitle = {ACM Transactions on Parallel Computing (TOPC)},
year = { 2022 }
}

DOI:
10.1145/3512769
Paper Code
2021:
[11] 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 [BibTeX]

@inproceedings{ Dong2021Efficient,
title = { Efficient Stepping Algorithms and Implementations for Parallel Shortest Paths },
author = {Dong, Xiaojun and Gu, Yan and Sun, Yihan and Zhang, Yunming},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2021 }
}

DOI:
10.1145/3409964.3461782
Paper Video ArXiV Code
2019:
[10] On Supporting Efficient Snapshot Isolation for Hybrid Workloads with Multi-Versioned Indexes
Yihan Sun, Guy E. Blelloch, Wan Shen Lim, and Andrew Pavlo
VLDB
Proceedings of the VLDB Endowment (VLDB), 2019 [BibTeX]

@inproceedings{ Sun2019On,
title = { On Supporting Efficient Snapshot Isolation for Hybrid Workloads with Multi-Versioned Indexes },
author = {Sun, Yihan and Blelloch, Guy E. and Lim, Wan Shen and Pavlo, Andrew},
booktitle = {Proceedings of the VLDB Endowment (VLDB)},
year = { 2019 }
}

DOI:
10.14778/3364324.3364334
Paper Video Code
[9] Multiversion Concurrency with Bounded Delay and Precise Garbage Collection
Naama Ben-David, Guy E. Blelloch, Yihan Sun, and Yuanhao Wei
SPAA
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2019 [BibTeX]

@inproceedings{ Ben-David2019Multiversion,
title = { Multiversion Concurrency with Bounded Delay and Precise Garbage Collection },
author = {Ben-David, Naama and Blelloch, Guy E. and Sun, Yihan and Wei, Yuanhao},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2019 }
}

DOI:
10.1145/3323165.3323185
Paper ArXiV
2018:
[8] Algorithmic Building Blocks for Asymmetric Memories
Yan Gu, Yihan Sun, and Guy E. Blelloch
ESA
European Symposium on Algorithms (ESA), 2018 [BibTeX]

@inproceedings{ Gu2018Algorithmic,
title = { Algorithmic Building Blocks for Asymmetric Memories },
author = {Gu, Yan and Sun, Yihan and Blelloch, Guy E.},
booktitle = {European Symposium on Algorithms (ESA)},
year = { 2018 }
}

DOI:
10.4230/LIPIcs.ESA.2018.44
Paper ArXiV
[7] PAM: Parallel Augmented Maps
Yihan Sun, Daniel Ferizovic, and Guy E. Blelloch
PPoPP
ACM Symposium on Principles and Practice of Parallel Programming (PPoPP), 2018 [BibTeX]

@inproceedings{ Sun2018PAM:,
title = { PAM: Parallel Augmented Maps },
author = {Sun, Yihan and Ferizovic, Daniel and Blelloch, Guy E.},
booktitle = {ACM Symposium on Principles and Practice of Parallel Programming (PPoPP)},
year = { 2018 }
}

DOI:
10.1145/3200691.3178509
Paper ArXiV Code
2016:
[6] Just Join for Parallel Ordered Sets
Guy E. Blelloch, Daniel Ferizovic, and Yihan Sun
SPAA
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2016 [BibTeX]

@inproceedings{ Blelloch2016Just,
title = { Just Join for Parallel Ordered Sets },
author = {Blelloch, Guy E. and Ferizovic, Daniel and Sun, Yihan},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2016 }
}

DOI:
10.1145/2935764.2935768
Paper ArXiV Code
[5] 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 [BibTeX]

@inproceedings{ Blelloch2016Parallel,
title = { Parallel Shortest-paths Using Radius Stepping },
author = {Blelloch, Guy E. and Gu, Yan and Sun, Yihan and Tangwongsan, Kanat},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2016 }
}

DOI:
10.1145/2935764.2935765
Paper
2015:
[4] 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 [BibTeX]

@inproceedings{ Sun2015Simultaneous,
title = { Simultaneous Optimization of Both Node and Edge Conservation in Network Alignment via WAVE },
author = {Sun, Yihan and Crawford, Joseph and Tang, Jie and Milenkovic, Tijana},
booktitle = {Workshop on Algorithms in Bioinformatics (WABI)},
year = { 2015 }
}

DOI:
10.1007/978-3-662-48221-6_2
Paper ArXiV
[3] A Top-down Parallel Semisort
Yan Gu, Julian Shun, Yihan Sun, and Guy E. Blelloch
SPAA
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2015 [BibTeX]

@inproceedings{ Gu2015A,
title = { A Top-down Parallel Semisort },
author = {Gu, Yan and Shun, Julian and Sun, Yihan and Blelloch, Guy E.},
booktitle = {ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)},
year = { 2015 }
}

Paper Slides
2014:
[2] Fair Evaluation of Global Network Aligners
Joseph Crawford, Yihan Sun, and Tijana Milenkovic
AMB
Algorithms for Molecular Biology (AMB), 2014 [BibTeX]

@inproceedings{ Crawford2014Fair,
title = { Fair Evaluation of Global Network Aligners },
author = {Crawford, Joseph and Sun, Yihan and Milenkovic, Tijana},
booktitle = {Algorithms for Molecular Biology (AMB)},
year = { 2014 }
}

DOI:
10.1145/2755573.2755597
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 [BibTeX]

@inproceedings{ Zhuang2013Influence,
title = { Influence Maximization in Dynamic Social Networks },
author = {Zhuang, Honglei and Sun, Yihan and Tang, Jie and Zhang Jialin and Sun, Xiaoming},
booktitle = {IEEE International Conference on Data Mining (ICDM)},
year = { 2013 }
}

DOI:
10.1109/ICDM.2013.145
Paper ArXiV Slides