Efficient Streaming Subgraph Isomorphism with Graph Neural Networks
Summary: Streaming subgraph isomorphism via graph neural embeddings to index subgraphs for continuous queries. Cache-based reuse of prior results speeds up matches on misses and informs cache-management policies via result reusability; validated on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chi Thang Duong
- 2. Trung Dung Hoang
- 3. Hongzhi Yin
- 4. Matthias Weidlich
- 5. Quoc Viet Hung Nguyen
- 6. Karl Aberer
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,650 | Detecting Logic Bugs of Join Optimizations in DBMS | 2023 | SIGMOD | 8.3708191e-05 |
| 6,485 | EARLY: Efficient and Reliable Graph Neural Network for Dynamic Graphs | 2023 | SIGMOD | 5.0453531e-05 |
| 8,510 | Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense | 2024 | VLDB | 4.4952414e-05 |
| 9,648 | Inductive Attributed Community Search: to Learn Communities across Graphs | 2024 | VLDB | 4.3109001e-05 |
| 10,062 | Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings | 2026 | SIGMOD | 4.1945683e-05 |
| 10,270 | Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration | 2026 | VLDB | 4.1945683e-05 |
| 10,506 | SWASH: A Flexible Communication Framework with Sliding Window-Based Cache Sharing for Scalable DGNN Training | 2025 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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