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Finding Logic Bugs in Graph-processing Systems via Graph-cutting

Summary: Graph-cutting preserves task-critical graph patterns to relate full-graph and subgraph query results, enabling cross-system logic-bug detection. Gslicer found 39 unique bugs (34 fixed); 8+ undetectable by baselines, and it covers 100+ NetworkX APIs with a few relations; evaluated on NetworkX, Neo4j, Kuzu. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7227
Venue
SIGMOD
Year
2025
Pagerank
5.1725247e-05
Overall Rank
10,495 | 27.06%
DOI
10.1145/3725300

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Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
600 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00015996188
762 Distance-Join: Pattern Match Query In a Large Graph Database 2009 VLDB 0.00014288919
1,178 Counting and Sampling Triangles from a Graph Stream 2013 VLDB 0.00011907399
2,222 Kuzu* Graph Database Management System 2023 CIDR 8.9954138e-05
2,278 Detecting Logic Bugs of Join Optimizations in DBMS 2023 SIGMOD 8.8960353e-05
2,332 APOLLO: Automatic Detection and Diagnosis of Performance Regressions in Database Systems 2020 VLDB 8.8193868e-05
3,767 Accelerating Triangle Counting on GPU 2021 SIGMOD 7.1923965e-05
3,938 Efficient k-Clique Listing: An Edge-Oriented Branching Strategy 2024 SIGMOD 7.0733005e-05
4,435 Testing Graph Database Systems via Graph-Aware Metamorphic Relations 2024 VLDB 6.7601732e-05
4,453 Approximately Counting Triangles in Large Graph Streams Including Edge Duplicates with a Fixed Memory Usage 2018 VLDB 6.7506837e-05
4,474 Keep It Simple: Testing Databases via Differential Query Plans 2024 SIGMOD 6.739061e-05
5,356 Representing Paths in Graph Database Pattern Matching 2023 VLDB 6.3218061e-05
6,635 DuckPGQ: Bringing SQL/PGQ to DuckDB 2023 VLDB 5.8747855e-05
9,022 TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database 2023 SIGMOD 5.3943117e-05
9,404 A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery 2024 SIGMOD 5.3341661e-05
10,991 Finding Logic Bugs in Spatial Database Engines via Affine Equivalent Inputs 2024 SIGMOD 5.1725247e-05
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