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AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora

Summary: AgenticScholar integrates structure-aware scholarly representations, LLM-driven hybrid query planning, and composable execution into an agentic data-management system. It converts natural-language queries into interpretable DAG pipelines for scalable retrieval, reasoning, discovery, and generation over multimodal corpora. (summarized by gpt-5.6-luna on Jul 26 2026)

Paper ID
7381
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,190 | 30.09%
DOI
10.1145/3802008

Incoming Non-self Citations Over Time

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Authors

BibTeX Citation

@inproceedings{lan_sigmod26,
        title = {{AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora}},
        author = {Lan, Hai and Wang, Tingting and Bao, Zhifeng and Li, Guoliang and Ji, Daomin and Lee, Ge and Luo, Feng and Huang, Zi and Qiu, Hailang and Hua, Gang},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802008},
        url = {https://dl.acm.org/doi/10.1145/3802008},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0024089429
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
378 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 0.00019638121
547 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00016731552
1,245 Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing 2025 CIDR 0.00011507415
2,452 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 8.5584e-05
2,553 LLM-R^2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 8.4283807e-05
3,662 openGauss: An Autonomous Database System 2021 VLDB 7.2166682e-05
4,081 Abacus: A Cost-Based Optimizer for Semantic Operator Systems 2026 VLDB 6.9165634e-05
5,059 Steering Query Optimizers: A Practical Take on Big Data Workloads 2021 SIGMOD 6.3807509e-05
5,701 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 6.1167049e-05
5,947 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0323707e-05
6,031 Sia: Optimizing Queries using Learned Predicates 2021 SIGMOD 6.0007422e-05
6,371 QUEST: Query Optimization in Unstructured Document Analysis 2025 VLDB 5.8962187e-05
7,483 Are Large Language Models a Good Replacement of Taxonomies? 2024 VLDB 5.6074551e-05
8,340 Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents 2025 VLDB 5.4487212e-05
8,868 SemBench: A Benchmark for Semantic Query Processing Engines 2026 VLDB 5.3546848e-05
9,307 Unify: A System For Unstructured Data Analytics 2025 VLDB 5.289545e-05
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