TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs
Summary: TigerVector integrates vector search with TigerGraph's MPP, extends vertex embeddings, and adds an index framework. GSQL adds vector type expressions for hybrid queries; results show performance vs Neo4j/Neptune/Milvus in TigerGraph v4.2 (Dec 2024). (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shige Liu
- 2. Zhifang Zeng
- 3. Li Chen
- 4. Adil Ainihaer
- 5. Arun Ramasami
- 6. Songting Chen
- 7. Yu Xu
- 8. Mingxi Wu
- 9. Jianguo Wang
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,154 | Distribution-Aware Exploration for Adaptive HNSW Search | 2026 | SIGMOD | 4.1945683e-05 |
| 10,160 | Efficient Vector Index Merging in Vector Databases | 2026 | SIGMOD | 4.1945683e-05 |
| 10,222 | RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference | 2026 | VLDB | 4.1945683e-05 |
| 10,703 | Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 495 | Milvus: A Purpose-Built Vector Data Management System | 2021 | SIGMOD | 0.00021767688 |
| 736 | AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data | 2020 | VLDB | 0.00017447617 |
| 1,636 | PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension | 2020 | SIGMOD | 0.00011053863 |
| 1,785 | PG-Schema: Schemas for Property Graphs | 2023 | SIGMOD | 0.00010560236 |
| 2,320 | High-Throughput Vector Similarity Search in Knowledge Graphs | 2023 | SIGMOD | 9.0366225e-05 |
| 3,668 | The LDBC Social Network Benchmark: Business Intelligence Workload | 2023 | VLDB | 6.8591612e-05 |
| 3,680 | SingleStore-V: An Integrated Vector Database System in SingleStore | 2024 | VLDB | 6.8496415e-05 |
| 4,198 | Aggregation Support for Modern Graph Analytics in TigerGraph | 2020 | SIGMOD | 6.3677305e-05 |
| 13,170 | Vector Databases: What’s Really New and What’s Next? (VLDB 2024 Panel) | 2024 | VLDB | - |
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