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CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression

Summary: CompressGraph is a rule-based graph analytics engine that exploits redundancy in neighbor sequences to accelerate analytics and save space. It enables reuse of intermediate results during traversal, offering expressiveness and parallelism on CPUs/GPUs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hadaee099c29744c6
Venue
SIGMOD
Year
2023
Pagerank
5.7342253e-05
Overall Rank
6,541 | 56.16%
DOI
10.1145/3588684

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{chen_sigmod23,
        title = {{CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression}},
        author = {Chen, Zheng and Zhang, Feng and Guan, Jiawei and Zhai, Jidong and Shen, Xipeng and Zhang, Huanchen and Shu, Wentong and Du, Xiaoyong},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588684},
        url = {https://dl.acm.org/doi/10.1145/3588684},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 34 of 34 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
421 Processing Analytical Queries over Encrypted Data 2013 VLDB 0.00018470619
784 The case against specialized graph analytics engines 2015 CIDR 0.00014001272
884 APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding 2021 SIGMOD 0.00013228682
1,357 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00010903497
1,376 Query Preserving Graph Compression 2012 SIGMOD 0.00010857788
1,608 SQLGraph: An Efficient Relational-Based Property Graph Store 2015 SIGMOD 0.00010074196
2,074 Traversing Large Graphs on GPUs with Unified Memory 2020 VLDB 9.06339e-05
2,201 Scaling Distance Labeling on Small-World Networks 2019 SIGMOD 8.8626226e-05
2,366 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 8.5505796e-05
2,698 Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks 2020 VLDB 8.1020179e-05
2,744 Landmark Indexing for Evaluation of Label-Constrained Reachability Queries 2017 SIGMOD 8.0484475e-05
2,930 Extracting and Analyzing Hidden Graphs from Relational Databases 2017 SIGMOD 7.8287763e-05
3,316 A Distributed Multi-GPU System for Fast Graph Processing 2018 VLDB 7.415249e-05
3,557 Aggregation Support for Modern Graph Analytics in TigerGraph 2020 SIGMOD 7.1866532e-05
4,030 A New Compression Method with Fast Searching on Large Databases 1987 VLDB 6.8284798e-05
4,427 Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights 2018 VLDB 6.5881915e-05
4,445 Application Driven Graph Partitioning 2020 SIGMOD 6.5804872e-05
4,626 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.480594e-05
4,654 LightNE: A Lightweight Graph Processing System for Network Embedding 2021 SIGMOD 6.4694415e-05
4,820 Aggregation Algorithms for Very Large Compressed Data Warehouses 1999 VLDB 6.3880163e-05
5,021 Medical Entity Disambiguation Using Graph Neural Networks 2021 SIGMOD 6.2991202e-05
5,116 GraphGen: Exploring Interesting Graphs in Relational Data 2015 VLDB 6.2557383e-05
5,209 Pricing Influential Nodes in Online Social Networks 2020 VLDB 6.2146527e-05
5,468 ZipG: A Memory-efficient Graph Store for Interactive Queries 2017 SIGMOD 6.1027486e-05
5,690 iTurboGraph: Scaling and Automating Incremental Graph Analytics 2021 SIGMOD 6.0182427e-05
5,893 Query-by-Sketch: Scaling Shortest Path Graph Queries on Very Large Networks 2021 SIGMOD 5.9394451e-05
5,990 Maximizing Welfare in Social Networks under A Utility Driven Influence Diffusion model 2019 SIGMOD 5.9061293e-05
6,073 Progressive Top-K Nearest Neighbors Search in Large Road Networks 2020 SIGMOD 5.8780393e-05
6,478 ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks 2021 SIGMOD 5.7547004e-05
6,693 Reliable Data Distillation on Graph Convolutional Network 2020 SIGMOD 5.6909845e-05
7,034 A Hierarchical Contraction Scheme for Querying Big Graphs 2022 SIGMOD 5.5998447e-05
7,165 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.5797415e-05
9,427 GraphGem: Optimized Scalable System for Graph Convolutional Networks 2021 SIGMOD 5.1664651e-05
10,239 Large Scale Graph Mining with G-Miner 2019 SIGMOD 5.0424518e-05
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