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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
5.7532491e-05
Overall Rank
6,529 | 56.12%
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
420 Processing Analytical Queries over Encrypted Data 2013 VLDB 0.00018531799
780 The case against specialized graph analytics engines 2015 CIDR 0.00014037973
881 APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding 2021 SIGMOD 0.00013272536
1,354 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00010922947
1,375 Query Preserving Graph Compression 2012 SIGMOD 0.00010872356
1,601 SQLGraph: An Efficient Relational-Based Property Graph Store 2015 SIGMOD 0.00010107506
2,070 Traversing Large Graphs on GPUs with Unified Memory 2020 VLDB 9.087777e-05
2,190 Scaling Distance Labeling on Small-World Networks 2019 SIGMOD 8.8832666e-05
2,442 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 8.4581267e-05
2,698 Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks 2020 VLDB 8.1163992e-05
2,734 Landmark Indexing for Evaluation of Label-Constrained Reachability Queries 2017 SIGMOD 8.0751431e-05
2,918 Extracting and Analyzing Hidden Graphs from Relational Databases 2017 SIGMOD 7.8546643e-05
3,309 A Distributed Multi-GPU System for Fast Graph Processing 2018 VLDB 7.4374573e-05
3,571 Aggregation Support for Modern Graph Analytics in TigerGraph 2020 SIGMOD 7.1947128e-05
4,015 A New Compression Method with Fast Searching on Large Databases 1987 VLDB 6.850802e-05
4,407 Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights 2018 VLDB 6.609705e-05
4,458 Application Driven Graph Partitioning 2020 SIGMOD 6.5890319e-05
4,625 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.4948389e-05
4,669 LightNE: A Lightweight Graph Processing System for Network Embedding 2021 SIGMOD 6.4766272e-05
4,801 Aggregation Algorithms for Very Large Compressed Data Warehouses 1999 VLDB 6.4084577e-05
4,998 Medical Entity Disambiguation Using Graph Neural Networks 2021 SIGMOD 6.3199537e-05
5,095 GraphGen: Exploring Interesting Graphs in Relational Data 2015 VLDB 6.2764548e-05
5,203 Pricing Influential Nodes in Online Social Networks 2020 VLDB 6.2287953e-05
5,453 ZipG: A Memory-efficient Graph Store for Interactive Queries 2017 SIGMOD 6.1229951e-05
5,684 iTurboGraph: Scaling and Automating Incremental Graph Analytics 2021 SIGMOD 6.0362827e-05
5,897 Query-by-Sketch: Scaling Shortest Path Graph Queries on Very Large Networks 2021 SIGMOD 5.952769e-05
5,980 Maximizing Welfare in Social Networks under A Utility Driven Influence Diffusion model 2019 SIGMOD 5.9253246e-05
6,087 Progressive Top-K Nearest Neighbors Search in Large Road Networks 2020 SIGMOD 5.8890302e-05
6,465 ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks 2021 SIGMOD 5.7737349e-05
6,678 Reliable Data Distillation on Graph Convolutional Network 2020 SIGMOD 5.7098648e-05
7,016 A Hierarchical Contraction Scheme for Querying Big Graphs 2022 SIGMOD 5.6184227e-05
7,153 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.5959729e-05
9,402 GraphGem: Optimized Scalable System for Graph Convolutional Networks 2021 SIGMOD 5.1836053e-05
10,206 Large Scale Graph Mining with G-Miner 2019 SIGMOD 5.0591806e-05
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