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A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs
Summary: KG-native GED estimation: SEABED is a semantics-aware GNN that models local semantic dependencies and global consistency between two knowledge graphs, unlike prior simple-graph GED predictors. Improves MAE up to 66.7% and accuracy up to 70.5% on real KGs, with no extra runtime.
(summarized by gpt-5.4-mini on Apr 12 2026)
- Paper ID
- 14273
- Venue
- VLDB
- Year
- 2026
- Pagerank
- 4.1905499e-05
- Overall Rank
- 10,236 | 28.86%
- DOI
-
10.14778/3797919.3797930
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Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 460 |
Graphs-at-a-time: Query Language and Access Methods for Graph Databases |
2008 |
SIGMOD |
0.00022679846 |
| 503 |
Worst-case Optimal Join Algorithms |
2012 |
PODS |
0.00021517145 |
| 610 |
Design and Implementation of the LogicBlox System |
2015 |
SIGMOD |
0.00019204048 |
| 648 |
Efficient Subgraph Matching on Billion Node Graphs |
2012 |
VLDB |
0.00018688754 |
| 1,125 |
Efficient Subgraph Matching by Postponing Cartesian Products |
2016 |
SIGMOD |
0.00013829006 |
| 1,522 |
Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together |
2019 |
SIGMOD |
0.0001152219 |
| 1,746 |
Graphflow: An Active Graph Database |
2017 |
SIGMOD |
0.0001069135 |
| 1,906 |
In-Memory Subgraph Matching: An In-depth Study |
2020 |
SIGMOD |
0.00010135267 |
| 1,948 |
Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows |
2018 |
VLDB |
9.9938634e-05 |
| 2,172 |
Scalable Subgraph Enumeration in MapReduce |
2015 |
VLDB |
9.37776e-05 |
| 2,787 |
Scalable Distributed Subgraph Enumeration |
2017 |
VLDB |
8.1219297e-05 |
| 2,799 |
DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine |
2016 |
SIGMOD |
8.109137e-05 |
| 2,963 |
Subgraph Matching: on Compression and Computation |
2018 |
VLDB |
7.8061004e-05 |
| 3,034 |
RapidMatch: A Holistic Approach to Subgraph Query Processing |
2021 |
VLDB |
7.6737281e-05 |
| 3,119 |
Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching |
2021 |
SIGMOD |
7.5393376e-05 |
| 3,756 |
Computing Graph Edit Distance via Neural Graph Matching |
2023 |
VLDB |
6.781373e-05 |
| 3,851 |
TaGSim: Type-aware Graph Similarity Learning and Computation |
2022 |
VLDB |
6.6999444e-05 |
| 4,554 |
Distributed Subgraph Matching on Timely Dataflow |
2019 |
VLDB |
6.0839934e-05 |
| 5,968 |
A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction |
2024 |
SIGMOD |
5.2469955e-05 |
| 6,715 |
Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural Networks |
2024 |
SIGMOD |
4.9464666e-05 |
| 8,072 |
Computing Approximate Graph Edit Distance via Optimal Transport |
2025 |
SIGMOD |
4.5890162e-05 |
| 8,809 |
Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks |
2024 |
VLDB |
4.4401156e-05 |
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