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
No non-self incoming citations found for this paper in this database.
Authors
- 1. Jiayi Wang
- 2. Yuan Li
- 3. Jianming Wu
- 4. Shihui Xu
- 5. Guoliang Li
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 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 | 4.1945683e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 1,082 | CAESURA: Language Models as Multi-Modal Query Planners | 2024 | CIDR | 0.00014214232 |
| 1,541 | Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes | 2023 | CIDR | 0.00011456579 |
| 1,956 | D-Bot: Database Diagnosis System using Large Language Models | 2024 | VLDB | 9.960627e-05 |
| 2,106 | Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing | 2025 | CIDR | 9.5342543e-05 |
| 7,705 | AOP: Automated and Interactive LLM Pipeline Orchestration for Answering Complex Queries | 2025 | CIDR | 4.6730494e-05 |
Previous
Page 1 / 1
Next