Scaling Manifold Ranking Based Image Retrieval
Summary: Graph-based manifold ranking for image retrieval; scalability limited by O(n^3) inverse-matrix computation. Mogul uses sparse matrices and upper-bound score estimation to skip work, achieving O(n) time and superior retrieval quality versus prior approximations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Yasuhiro Fujiwara
- 2. Go Irie
- 3. Shari Kuroyama
- 4. Makoto Onizuka
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,718 | SCAN++: Efficient Algorithm for Finding Clusters, Hubs and Outliers on Large-scale Graphs | 2015 | VLDB | 8.2356874e-05 |
| 10,946 | Efficient Algorithm for K-Multiple-Means | 2024 | SIGMOD | 4.1905499e-05 |
| 11,545 | Fast Algorithm for Anchor Graph Hashing | 2021 | VLDB | 4.1905499e-05 |
| 11,795 | Scaling Locally Linear Embedding | 2017 | SIGMOD | 4.1905499e-05 |
| 13,350 | Fast Algorithm for the Lasso based L1-Graph Construction | 2017 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 675 | Quality and Efficiency in High Dimensional Nearest Neighbor Search | 2009 | SIGMOD | 0.00018304179 |
| 2,076 | Efficient Ad-hoc Search for Personalized PageRank | 2013 | SIGMOD | 9.6057342e-05 |
| 3,515 | Inter-Media Hashing for Large-scale Retrieval from Heterogeneous Data Sources | 2013 | SIGMOD | 7.0191008e-05 |
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