Unify: A System For Unstructured Data Analytics
Summary: Unify defines a core operator algebra (preprogrammed and LLM-backed) and maps natural-language queries to operator-based logical plans via embedding-indexed operator usages and iterative LLM decomposition. It cost-models plans with semantic cardinality estimates and executes them in parallel with runtime adaptation. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jiayi Wang
- 2. Yuan Li
- 3. Jianming Wu
- 4. Shihui Xu
- 5. Guoliang Li
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,268 | OpenSQL: Data-Efficient Text-to-SQL for Open-Source LLMs via Synthesized Intermediate Supervision | 2026 | VLDB | 4.1905499e-05 |
| 10,285 | Relational Deep Dive: Error-Aware Queries Over Unstructured Data | 2026 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 997 | CAESURA: Language Models as Multi-Modal Query Planners | 2024 | CIDR | 0.00014726927 |
| 1,505 | Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes | 2023 | CIDR | 0.00011601232 |
| 1,953 | D-Bot: Database Diagnosis System using Large Language Models | 2024 | VLDB | 9.9701097e-05 |
| 2,013 | Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing | 2025 | CIDR | 9.7986166e-05 |
| 7,703 | AOP: Automated and Interactive LLM Pipeline Orchestration for Answering Complex Queries | 2025 | CIDR | 4.668568e-05 |
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