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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
4.9769913e-05
Overall Rank
10,418 | 29.98%
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 0.0023943337
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061067652
361 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 0.00020000855
419 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00018537915
717 Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing 2025 CIDR 0.00014528323
2,037 LLM-R^2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 9.1494269e-05
2,393 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 8.5298464e-05
3,049 Abacus: A Cost-Based Optimizer for Semantic Operator Systems 2026 VLDB 7.7087759e-05
3,680 openGauss: An Autonomous Database System 2021 VLDB 7.1016555e-05
4,565 QUEST: Query Optimization in Unstructured Document Analysis 2025 VLDB 6.5295131e-05
5,110 Steering Query Optimizers: A Practical Take on Big Data Workloads 2021 SIGMOD 6.2678118e-05
5,309 SemBench: A Benchmark for Semantic Query Processing Engines 2026 VLDB 6.1841176e-05
5,638 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0546358e-05
5,776 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 5.9957692e-05
6,149 Sia: Optimizing Queries using Learned Predicates 2021 SIGMOD 5.8683464e-05
6,338 Unify: A System For Unstructured Data Analytics 2025 VLDB 5.8076369e-05
6,874 Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents 2025 VLDB 5.6572257e-05
7,618 Are Large Language Models a Good Replacement of Taxonomies? 2024 VLDB 5.481538e-05
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