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)
Incoming Non-self Citations Over Time
Authors
- 1. Qiuyang Mang (Chinese University of Hong Kong)
- 2. Jinsheng Ba (ETH Zurich)
- 3. Pinjia He (Chinese University of Hong Kong)
- 4. Manuel Rigger (National University of Singapore)
BibTeX Citation
@inproceedings{mang_sigmod25,
title = {{Finding Logic Bugs in Graph-processing Systems via Graph-cutting}},
author = {Mang, Qiuyang and Ba, Jinsheng and He, Pinjia and Rigger, Manuel},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3725300},
url = {https://dl.acm.org/doi/10.1145/3725300},
year = {2025}
}
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,199 | Automated Discovery of Test Oracles for Database Management Systems Using LLMs | 2026 | SIGMOD | 5.093636e-05 |
| 10,216 | DBugScribe: Automatic Database Bug Reproduction from Community Reports | 2026 | SIGMOD | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 431 | Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism | 2008 | VLDB |
| 2 | 7,610 | Using Domain-Specific Languages For Analytic Graph Databases | 2016 | VLDB |
| 3 | 10,523 | Repairing Property Graphs under PG-Constraints | 2026 | VLDB |
| 4 | 3,477 | Performance and Scalability of Indexed Subgraph Query Processing Methods | 2015 | VLDB |
| 5 | 264 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB |
| 6 | 2,044 | Detecting Logic Bugs of Join Optimizations in DBMS | 2023 | SIGMOD |
| 7 | 8,482 | A Demonstration of DLBD: Database Logic Bug Detection System | 2023 | VLDB |
| 8 | 10,522 | Dinkel: State-Aware and Granular Framework for Validating Graph Databases | 2026 | VLDB |
| 9 | 10,331 | Testing Graph Databases with Synthesized Queries | 2026 | SIGMOD |
| 10 | 4,129 | Testing Graph Database Systems via Graph-Aware Metamorphic Relations | 2024 | VLDB |