Budget Constrained Interactive Search for Multiple Targets
Summary: Budget-constrained interactive graph search for multiple targets (kBM-IGS): choose k selections within budget b to align with target hierarchy. Proposes a penalty-based closeness score, an expected-gain policy, and STBIS, kBM-DP; validated on large datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xuliang Zhu
- 2. Xin Huang
- 3. Byron Choi
- 4. Jiaxin Jiang
- 5. Zhaonian Zou
- 6. Jianliang Xu
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,678 | Interactive Graph Search for Multiple Targets on DAGs | 2025 | VLDB | 4.3047774e-05 |
| 10,091 | LLM-Powered Interactive Graph Search: A Scalable and Practical Approach | 2026 | SIGMOD | 4.1945683e-05 |
| 10,519 | Interactive Graph Search Made Simple | 2025 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 263 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029862413 |
| 267 | Human-powered Sorts and Joins | 2012 | VLDB | 0.00029690405 |
| 697 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00018043655 |
| 804 | YAGO3: A Knowledge Base from Multilingual Wikipedias | 2015 | CIDR | 0.00016463579 |
| 866 | Leveraging Transitive Relations for Crowdsourced Joins | 2013 | SIGMOD | 0.00015801196 |
| 1,164 | CrowdScreen: Algorithms for Filtering Data with Humans | 2012 | SIGMOD | 0.00013564823 |
| 1,242 | Question Selection for Crowd Entity Resolution | 2013 | VLDB | 0.00013096655 |
| 1,841 | Crowdsourcing Algorithms for Entity Resolution | 2014 | VLDB | 0.00010348858 |
| 2,096 | Automatic Categorization of Query Results | 2004 | SIGMOD | 9.5498009e-05 |
| 2,334 | Counting with the Crowd | 2013 | VLDB | 9.0161817e-05 |
| 5,734 | Efficient Algorithms for Crowd-Aided Categorization | 2020 | VLDB | 5.3482904e-05 |
| 7,535 | Interactive Graph Search | 2019 | SIGMOD | 4.7178467e-05 |
| 9,139 | DataSift: A Crowd-Powered Search Toolkit | 2014 | SIGMOD | 4.3866006e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,758 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9422515e-05 |
| 1,367 | Answering Table Queries on the Web using Column Keywords | 2012 | VLDB | 0.00012349783 |
| 4,494 | Multi-Query Optimization for Subgraph Isomorphism Search | 2017 | VLDB | 6.1414196e-05 |
| 9,964 | Classifier Construction Under Budget Constraints | 2022 | SIGMOD | 4.2269436e-05 |
| 10,091 | LLM-Powered Interactive Graph Search: A Scalable and Practical Approach | 2026 | SIGMOD | 4.1945683e-05 |
| 9,775 | Interactive Search for One of the Top-k | 2021 | SIGMOD | 4.2856106e-05 |
| 697 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00018043655 |
| 10,519 | Interactive Graph Search Made Simple | 2025 | SIGMOD | 4.1945683e-05 |
| 7,535 | Interactive Graph Search | 2019 | SIGMOD | 4.7178467e-05 |
| 9,678 | Interactive Graph Search for Multiple Targets on DAGs | 2025 | VLDB | 4.3047774e-05 |