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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
h6f9ce51a5239e406
Venue
SIGMOD
Year
2026
Pagerank
4.9605343e-05
Overall Rank
10,484 | 29.73%
DOI
10.1145/3802008
PDF
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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 0.0023948467
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061463175
355 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 0.00020146245
420 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00018489392
697 Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing 2025 CIDR 0.00014665686
1,956 LLM-R^2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 9.2927535e-05
2,389 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 8.5228689e-05
2,924 Abacus: A Cost-Based Optimizer for Semantic Operator Systems 2026 VLDB 7.8407467e-05
3,687 openGauss: An Autonomous Database System 2021 VLDB 7.0797286e-05
4,583 QUEST: Query Optimization in Unstructured Document Analysis 2025 VLDB 6.5079225e-05
4,996 SemBench: A Benchmark for Semantic Query Processing Engines 2026 VLDB 6.3095672e-05
5,126 Steering Query Optimizers: A Practical Take on Big Data Workloads 2021 SIGMOD 6.2493606e-05
5,642 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0370517e-05
5,794 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 5.9759435e-05
5,908 Unify: A System For Unstructured Data Analytics 2025 VLDB 5.9343313e-05
6,155 Sia: Optimizing Queries using Learned Predicates 2021 SIGMOD 5.8540214e-05
6,893 Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents 2025 VLDB 5.6385194e-05
7,028 Are Large Language Models a Good Replacement of Taxonomies? 2024 VLDB 5.6012052e-05
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