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KathDB: Explainable Multimodal Database Management System with Human-AI Collaboration
Summary: KathDB embeds foundation-model reasoning into a relational DBMS to support multimodal queries (tables, text, images, video) while preserving relational semantics and optimization. Introduces human-AI interaction at parsing, execution, and explanation for iterative, explainable results avoiding black-box LLM or manual ML-UDF workflows.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 574
- Venue
- CIDR
- Year
- 2026
- Pagerank
- 4.1945683e-05
- Overall Rank
- 9,972 | 30.63%
- DOI
-
-
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Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
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 |
| 454 |
An Overview of Query Optimization in Relational Systems |
1998 |
PODS |
0.00022734812 |
| 1,082 |
CAESURA: Language Models as Multi-Modal Query Planners |
2024 |
CIDR |
0.00014214232 |
| 1,116 |
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes |
2024 |
VLDB |
0.00013890154 |
| 1,541 |
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes |
2023 |
CIDR |
0.00011456579 |
| 1,963 |
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing |
2025 |
VLDB |
9.929429e-05 |
| 2,106 |
Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing |
2025 |
CIDR |
9.5342543e-05 |
| 3,606 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.9260354e-05 |
| 5,171 |
Abacus: A Cost-Based Optimizer for Semantic Operator Systems |
2026 |
VLDB |
5.6464993e-05 |
| 5,214 |
ThalamusDB: Approximate Query Processing on Multi-Modal Data |
2024 |
SIGMOD |
5.624434e-05 |
| 8,204 |
ELEET: Efficient Learned Query Execution over Text and Tables |
2024 |
VLDB |
4.5594273e-05 |
| 8,383 |
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions |
2023 |
VLDB |
4.5307128e-05 |
| 8,716 |
nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems |
2024 |
VLDB |
4.4618187e-05 |
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