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 (Hong Kong Baptist University)
- 2. Jing Tang (Hong Kong University of Science and Technology)
BibTeX Citation
@inproceedings{yang_sigmod23,
title = {{Efficient Estimation of Pairwise Effective Resistance}},
author = {Yang, Renchi and Tang, Jing},
series = {{SIGMOD} '23},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3588696},
url = {https://dl.acm.org/doi/10.1145/3588696},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,911 | Efficient and Provable Effective Resistance Computation on Large Graphs: an Index-based Approach | 2024 | SIGMOD | 5.3483178e-05 |
| 9,769 | Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs | 2025 | SIGMOD | 5.2209769e-05 |
| 10,240 | Fast Estimation of Pairwise Biharmonic Distance on Graphs | 2026 | SIGMOD | 5.093636e-05 |
| 10,366 | Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: a Labelling Approach | 2026 | SIGMOD | 5.093636e-05 |
| 10,560 | Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs | 2026 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 2,173 | Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push | 2021 | SIGMOD | 9.0375634e-05 |
| 2,225 | HubPPR: Effective Indexing for Approximate Personalized PageRank | 2017 | VLDB | 8.9183159e-05 |
| 4,024 | TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs | 2018 | SIGMOD | 6.9479974e-05 |
| 4,225 | Realtime Top-k Personalized PageRank over Large Graphs on GPUs | 2020 | VLDB | 6.821373e-05 |
| 4,272 | Challenging the Long Tail Recommendation | 2012 | VLDB | 6.7911017e-05 |
| 4,572 | On the Embeddability of Random Walk Distances | 2013 | VLDB | 6.62325e-05 |
| 4,600 | LightNE: A Lightweight Graph Processing System for Network Embedding | 2021 | SIGMOD | 6.6122574e-05 |
| 4,651 | Density-based Place Clustering in Geo-Social Networks | 2014 | SIGMOD | 6.585234e-05 |
| 5,236 | Localizing Anomalous Changes in Time-evolving Graphs | 2014 | SIGMOD | 6.3044413e-05 |
| 5,913 | Efficient Estimation of Heat Kernel PageRank for Local Clustering | 2019 | SIGMOD | 6.0439971e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,769 | BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs | 2015 | SIGMOD |
| 2 | 10,240 | Fast Estimation of Pairwise Biharmonic Distance on Graphs | 2026 | SIGMOD |
| 3 | 11,172 | Efficient Approximation of Kemeny’s Constant for Large Graphs | 2024 | SIGMOD |
| 4 | 5,432 | Scalable and Effective Bipartite Network Embedding | 2022 | SIGMOD |
| 5 | 10,560 | Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs | 2026 | VLDB |
| 6 | 9,769 | Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs | 2025 | SIGMOD |
| 7 | 5,913 | Efficient Estimation of Heat Kernel PageRank for Local Clustering | 2019 | SIGMOD |
| 8 | 8,062 | Efficient Personalized PageRank Computation: The Power of Variance-Reduced Monte Carlo Approaches | 2023 | SIGMOD |
| 9 | 8,911 | Efficient and Provable Effective Resistance Computation on Large Graphs: an Index-based Approach | 2024 | SIGMOD |
| 10 | 7,861 | Efficient Resistance Distance Computation: the Power of Landmark-based Approaches | 2023 | SIGMOD |