DAG covers for structured graphs: The Steiner point effect
Bhore S, Chang HC, Conroy J, Filtser A, Oh E, Wein N, Zheng DW. 2026. DAG covers for structured graphs: The Steiner point effect. 34th Annual European Symposium on Algorithms. ESA: European Symposium on Algorithms, LIPIcs, vol. 388, 94:1-94:18.
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Author
Bhore, Sujoy;
Chang, Hsien Chih;
Conroy, Jonathan;
Filtser, Arnold;
Oh, Eunjin;
Wein, Nicole;
Zheng, Da WISTA
Corresponding author has ISTA affiliation
Department
Series Title
LIPIcs
Abstract
Given a weighted digraph G, a (t,g,μ)-DAG cover is a collection of g dominating DAGs D_1,… ,D_g such that all distances are approximately preserved: for every pair (u,v) of vertices, min_id_{D_i}(u,v) ≤ t⋅ d_G(u,v), and the total number of non-G edges is bounded by |(∪_i D_i)⧵ G| ≤ μ. Assadi, Hoppenworth, and Wein [STOC 25] and Filtser [SODA 26] studied DAG covers for general digraphs. This paper initiates the study of Steiner DAG cover, where the DAGs are allowed to contain Steiner points.
We obtain Steiner DAG covers on the important classes of planar digraphs and low-treewidth digraphs. Specifically, we show that any digraph with treewidth tw admits a (1,2,Õ(n⋅tw))-Steiner DAG cover. For planar digraphs we provide a (1+ε,2,Õ_ε(n))-Steiner DAG cover.
We also demonstrate a stark difference between Steiner and non-Steiner DAG covers. As a lower bound, we show that any non-Steiner DAG cover for graphs with treewidth 1 with stretch t < 2 and sub-quadratic number of extra edges requires Ω(log n) DAGs.
Keywords
Publishing Year
Date Published
2026-08-25
Proceedings Title
34th Annual European Symposium on Algorithms
Publisher
Schloss Dagstuhl - Leibniz-Zentrum für Informatik
Acknowledgement
This work was initiated at Dagstuhl Seminar 25212: Metric Sketching and
Dynamic Algorithms for Geometric and Topological Graphs. We thank the organizers and other
participants for a productive environment.
ujoy Bhore: Work supported in part by ANRF ARG-MATRICS, Grant 002465.
Hsien-Chih Chang: Supported by the U.S. National Science Foundation Grant No. CCF-2443017.
Jonathan Conroy: Supported by the U.S. National Science Foundation Grant No. CCF-2443017.
Arnold Filtser: This research was supported by the ISRAEL SCIENCE FOUNDATION (grant No.
1042/22).
Eunjin Oh: Supported by Institute of Information & Communications Technology Planning &
Evaluation (IITP) grant funded by the Korea government (MSIT) (No. RS-2024-00440239, Sublinear
Scalable Algorithms for Large-Scale Data Analysis) and the National Research Foundation of Korea
(NRF) grant funded by the Korea government (MSIT) (No. RS-2024-00358505).
Nicole Wein: Supported by NSF CAREER award 2541910.
Da Wei Zheng: This project has received funding from the Austrian Science Fund (FWF) grant
DOI 10.55776/I5982. For open access purposes, the author has applied a CC BY public copyright
license to any author-accepted manuscript version arising from this submission.
Volume
388
Article Number
94:1-94:18
Conference
ESA: European Symposium on Algorithms
Conference Location
L’Aquila, Italy
Conference Date
2026-08-31 – 2026-09-04
ISBN
ISSN
IST-REx-ID
Cite this
Bhore S, Chang HC, Conroy J, et al. DAG covers for structured graphs: The Steiner point effect. In: 34th Annual European Symposium on Algorithms. Vol 388. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2026. doi:10.4230/LIPIcs.ESA.2026.94
Bhore, S., Chang, H. C., Conroy, J., Filtser, A., Oh, E., Wein, N., & Zheng, D. W. (2026). DAG covers for structured graphs: The Steiner point effect. In 34th Annual European Symposium on Algorithms (Vol. 388). L’Aquila, Italy: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.ESA.2026.94
Bhore, Sujoy, Hsien Chih Chang, Jonathan Conroy, Arnold Filtser, Eunjin Oh, Nicole Wein, and Da Wei Zheng. “DAG Covers for Structured Graphs: The Steiner Point Effect.” In 34th Annual European Symposium on Algorithms, Vol. 388. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2026. https://doi.org/10.4230/LIPIcs.ESA.2026.94.
S. Bhore et al., “DAG covers for structured graphs: The Steiner point effect,” in 34th Annual European Symposium on Algorithms, L’Aquila, Italy, 2026, vol. 388.
Bhore S, Chang HC, Conroy J, Filtser A, Oh E, Wein N, Zheng DW. 2026. DAG covers for structured graphs: The Steiner point effect. 34th Annual European Symposium on Algorithms. ESA: European Symposium on Algorithms, LIPIcs, vol. 388, 94:1-94:18.
Bhore, Sujoy, et al. “DAG Covers for Structured Graphs: The Steiner Point Effect.” 34th Annual European Symposium on Algorithms, vol. 388, 94:1-94:18, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2026, doi:10.4230/LIPIcs.ESA.2026.94.
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