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A Unified Transferable Model for ML-Enhanced DBMS
Conference on Innovative Data Systems Research (CIDR), 2021
6 May 2021
Ziniu Wu
Pei Yu
Peilun Yang
Rong Zhu
Yuxing Han
Yaliang Li
Defu Lian
K. Zeng
Jingren Zhou
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Papers citing
"A Unified Transferable Model for ML-Enhanced DBMS"
9 / 9 papers shown
In-Context Adaptation to Concept Drift for Learned Database Operations
Jiaqi Zhu
Shaofeng Cai
Yanyan Shen
Gang Chen
Fang Deng
Beng Chin Ooi
VLM
488
0
0
07 May 2025
PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
Tian Zeng
Junwei Lan
Jiahong Ma
Wenqing Wei
Rong Zhu
Pengfei Li
Bolin Ding
Defu Lian
Zhewei Wei
Jingren Zhou
241
14
0
03 Jun 2024
UniDM: A Unified Framework for Data Manipulation with Large Language Models
Yichen Qian
Yongyi He
Rong Zhu
Jintao Huang
Zhijian Ma
...
Yaohua Wang
Xiuyu Sun
Defu Lian
Bolin Ding
Jingren Zhou
174
9
0
10 May 2024
FactorJoin: A New Cardinality Estimation Framework for Join Queries
Ziniu Wu
Parimarjan Negi
Mohammad Alizadeh
Tim Kraska
Sam Madden
183
71
0
11 Dec 2022
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
M. Kurmanji
Peter Triantafillou
OOD
AAML
267
24
0
11 Oct 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing
AAAI Conference on Artificial Intelligence (AAAI), 2022
L. Nie
Jiu Sun
Yanlin Wang
Lun Du
Lei Hou
Juanzi Li
Shi Han
Dongmei Zhang
Jidong Zhai
250
9
0
04 Oct 2022
Baihe: SysML Framework for AI-driven Databases
A. Pfadler
Rong Zhu
Wei Chen
Botong Huang
Tian Zeng
Bolin Ding
Jingren Zhou
240
3
0
29 Dec 2021
Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size
Rong Zhu
Tian Zeng
A. Pfadler
Wei Chen
Bolin Ding
Jingren Zhou
219
5
0
07 Dec 2021
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation
Yuxing Han
Ziniu Wu
Peizhi Wu
Rong Zhu
Jingyi Yang
...
A. Pfadler
Zhengping Qian
Jingren Zhou
Jiangneng Li
Tengjiao Wang
339
163
0
13 Sep 2021
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