Efficient Estimation of Pairwise Effective Resistance
Summary: AMC: improved Monte Carlo estimation reduces random-walk length and count with adaptive sampling while preserving accuracy. GEER: a greedy framework that pairs AMC with sparse mat-vecs for dramatic practical speedups, maintaining asymptotic guarantees. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Renchi Yang
- 2. Jing Tang
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,641 | Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs | 2025 | SIGMOD | 4.3067693e-05 |
| 10,075 | Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: a Labelling Approach | 2026 | SIGMOD | 4.1905499e-05 |
| 10,272 | Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs | 2026 | VLDB | 4.1905499e-05 |
| 10,960 | Efficient and Provable Effective Resistance Computation on Large Graphs: an Index-based Approach | 2024 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,110 | HubPPR: Effective Indexing for Approximate Personalized PageRank | 2017 | VLDB | 9.5280826e-05 |
| 2,522 | Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push | 2021 | SIGMOD | 8.6029608e-05 |
| 4,487 | On the Embeddability of Random Walk Distances | 2013 | VLDB | 6.1412716e-05 |
| 4,670 | Realtime Top-k Personalized PageRank over Large Graphs on GPUs | 2020 | VLDB | 6.0027844e-05 |
| 4,688 | TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs | 2018 | SIGMOD | 5.9900111e-05 |
| 4,923 | LightNE: A Lightweight Graph Processing System for Network Embedding | 2021 | SIGMOD | 5.8218782e-05 |
| 4,975 | Challenging the Long Tail Recommendation | 2012 | VLDB | 5.7854712e-05 |
| 5,000 | Density-based Place Clustering in Geo-Social Networks | 2014 | SIGMOD | 5.7636502e-05 |
| 5,701 | Localizing Anomalous Changes in Time-evolving Graphs | 2014 | SIGMOD | 5.36437e-05 |
| 5,713 | Efficient Estimation of Heat Kernel PageRank for Local Clustering | 2019 | SIGMOD | 5.3595796e-05 |
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