Graph Association Analyses for Early Drug Discovery
Summary: MedHunter builds a biomedical knowledge graph (DDKG) by integrating 11 biochemical sources with heterogeneous entity resolution, and supports incremental enrichment and cleaning. It introduces graph association rules (GARs)—graph-pattern rules that embed ML predicates—to discover drug–disease links, PPIs and DDIs and to drive extraction/cleaning. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Wenfei Fan
- 2. Daji Li
- 3. Peiyu Liang
- 4. Shuhao Liu
- 5. Yaoshu Wang
- 6. Yiming Wang
- 7. Min Xie
- 8. Runjie Zhang
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,455 | word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data | 2020 | PODS | 0.00010807641 |
| 7,206 | Discovering Association Rules from Big Graphs | 2022 | VLDB | 5.7309223e-05 |
| 7,981 | Capturing Associations in Graphs | 2020 | VLDB | 5.5692809e-05 |
| 8,094 | Deducing Certain Fixes to Graphs | 2019 | VLDB | 5.5470987e-05 |
| 9,483 | Making It Tractable to Catch Duplicates and Conflicts in Graphs | 2023 | SIGMOD | 5.3246578e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,767 | Compact Walks: Taming Knowledge-Graph Embeddings With Domain- and Task-Specific Pathways | 2022 | SIGMOD | 5.4324121e-05 |
| 13,443 | Mobile Interaction and Query Optimization in a Protein-Ligand Data Analysis System | 2013 | SIGMOD | - |
| 7,981 | Capturing Associations in Graphs | 2020 | VLDB | 5.5692809e-05 |
| 11,882 | Graph-based Exploration of Non-graph Datasets | 2016 | VLDB | 5.1725247e-05 |
| 6,816 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD | 5.8233838e-05 |
| 4,845 | Medical Entity Disambiguation Using Graph Neural Networks | 2021 | SIGMOD | 6.5473603e-05 |
| 11,004 | Capturing More Associations by Referencing External Graphs | 2024 | VLDB | 5.1725247e-05 |
| 13,711 | GPX: Interactive Mining of Gene Expression Data | 2004 | VLDB | - |
| 7,206 | Discovering Association Rules from Big Graphs | 2022 | VLDB | 5.7309223e-05 |
| 11,777 | Efficient Ad-Hoc Graph Inference and Matching in Biological Databases | 2017 | SIGMOD | 5.1725247e-05 |