Interactive Graph Search
Summary: Defines Interactive Graph Search (IGS) for acyclic graphs, where a machine asks a human whether there is a path from a chosen node u to the target z to guide the search. Delivers algorithms with provable near-optimal query counts and matching lower bounds, plus experiments on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yufei Tao (Chinese University of Hong Kong)
- 2. Yuanbing Li (Tsinghua University)
- 3. Guoliang Li (Tsinghua University)
BibTeX Citation
@inproceedings{tao_sigmod19,
title = {{Interactive Graph Search}},
author = {Tao, Yufei and Li, Yuanbing and Li, Guoliang},
series = {{SIGMOD} '19},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3299869.3319885},
url = {https://dl.acm.org/doi/10.1145/3299869.3319885},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,570 | Efficient Algorithms for Crowd-Aided Categorization | 2020 | VLDB | 6.0811968e-05 |
| 6,629 | Budget Constrained Interactive Search for Multiple Targets | 2021 | VLDB | 5.7274363e-05 |
| 8,252 | Optimal Algorithms for Multiway Search on Partial Orders | 2022 | PODS | 5.3685285e-05 |
| 9,191 | Interactive Graph Search for Multiple Targets on DAGs | 2025 | VLDB | 5.2110714e-05 |
| 9,535 | Interactive Graph Search Made Simple | 2025 | SIGMOD | 5.163649e-05 |
| 9,868 | A Flexible Framework for Query-oriented Interactive Community Search | 2025 | VLDB | 5.1176637e-05 |
| 10,578 | LLM-Powered Interactive Graph Search: A Scalable and Practical Approach | 2026 | SIGMOD | 4.9793485e-05 |
| 10,850 | Noisy Interactive Graph Search: An Uncertainty-Based Approach with Online Modeling of Latent Expertise and Difficulty | 2026 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 92 | CrowdDB: Answering Queries with Crowdsourcing | 2011 | SIGMOD | 0.00034672523 |
| 257 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00022962347 |
| 749 | So Who Won? Dynamic Max Discovery with the Crowd | 2012 | SIGMOD | 0.00014265279 |
| 787 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00013988274 |
| 987 | CrowdScreen: Algorithms for Filtering Data with Humans | 2012 | SIGMOD | 0.00012660627 |
| 1,264 | CDAS: A Crowdsourcing Data Analytics System | 2012 | VLDB | 0.0001128316 |
| 1,926 | Counting with the Crowd | 2013 | VLDB | 9.3637786e-05 |
| 2,429 | Deco: A System for Declarative Crowdsourcing | 2012 | VLDB | 8.4801295e-05 |
| 3,197 | iCrowd: An Adaptive Crowdsourcing Framework | 2015 | SIGMOD | 7.5455503e-05 |
| 3,409 | Waldo: An Adaptive Human Interface for Crowd Entity Resolution | 2017 | SIGMOD | 7.3264601e-05 |
| 4,478 | Top-k Sorting Under Partial Order Information | 2018 | SIGMOD | 6.5814419e-05 |
| 9,583 | CDB: Optimizing Queries with Crowd-Based Selections and Joins | 2017 | SIGMOD | 5.1571823e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,725 | Exploratory Keyword Search on Data Graphs | 2010 | SIGMOD |
| 2 | 9,868 | A Flexible Framework for Query-oriented Interactive Community Search | 2025 | VLDB |
| 3 | 10,087 | Interactive Search for One of the Top-k | 2021 | SIGMOD |
| 4 | 5,415 | Interactive Route Search in the Presence of Order Constraints | 2010 | VLDB |
| 5 | 10,850 | Noisy Interactive Graph Search: An Uncertainty-Based Approach with Online Modeling of Latent Expertise and Difficulty | 2026 | VLDB |
| 6 | 6,629 | Budget Constrained Interactive Search for Multiple Targets | 2021 | VLDB |
| 7 | 10,578 | LLM-Powered Interactive Graph Search: A Scalable and Practical Approach | 2026 | SIGMOD |
| 8 | 9,191 | Interactive Graph Search for Multiple Targets on DAGs | 2025 | VLDB |
| 9 | 787 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB |
| 10 | 9,535 | Interactive Graph Search Made Simple | 2025 | SIGMOD |