Efficient Influential Community Search over Dynamic Graphs
Summary: Dynamic influential-community search on large graphs. New ICD-order enables provably efficient maintenance of IC indexes under edge insertions/deletions, avoiding unbounded static-index updates; up to 10^6× faster than prior methods. (summarized by gpt-5.4-mini on Apr 11 2026)
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Authors
- 1. Youran Sun (Chinese University of Hong Kong)
- 2. Yingli Zhou (Chinese University of Hong Kong)
- 3. Yixiang Fang (Chinese University of Hong Kong)
- 4. Cheng Chen (ByteDance)
- 5. Yongmin Hu (ByteDance)
- 6. Yingqian Hu (ByteDance)
BibTeX Citation
@inproceedings{sun_sigmod26,
title = {{Efficient Influential Community Search over Dynamic Graphs}},
author = {Sun, Youran and Zhou, Yingli and Fang, Yixiang and Chen, Cheng and Hu, Yongmin and Hu, Yingqian},
series = {{SIGMOD} '26},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3786644},
url = {https://dl.acm.org/doi/10.1145/3786644},
year = {2026}
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