Title
ACE: A Cardinality Estimator for Set-Valued Queries Yufan Sheng Xin Cao Kaiqi Zhao Yixiang Fang Jianzhong Qi Wenjie Zhang Christian S. Jensen 55 0 0 19 Mar 2025
DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation Kaixin Zhang Hongzhi Wang Ziqi Li Y. Lu Yingze Li Yu Yan Yiming Guan 39 0 0 12 Mar 2025
Selective Use of Yannakakis' Algorithm to Improve Query Performance: Machine Learning to the Rescue Daniela Böhm Georg Gottlob Matthias Lanzinger Davide Longo Cem Okulmus R. Pichler Alexander Selzer 36 0 0 27 Feb 2025
PACE: Poisoning Attacks on Learned Cardinality Estimation Jintao Zhang Chao Zhang Guoliang Li Chengliang Chai 20 8 0 24 Sep 2024
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases Yannis Chronis Yawen Wang Yu Gan Sami Abu-El-Haija Chelsea Lin Carsten Binnig Fatma Ozcan 29 2 0 28 Aug 2024
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 31 5 0 03 Jun 2024
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation Maja Franz Tobias Winker Sven Groppe Wolfgang Mauerer 16 2 0 13 May 2024
Privacy-Enhanced Database Synthesis for Benchmark Publishing (Technical Report) Yongrui Zhong Yunqing Ge Jianbin Qin Yongrui Zhong Bo Tang Yu-Xuan Qiu Rui Mao Ye Yuan Makoto Onizuka Chuan Xiao 26 0 0 02 May 2024
SPECIAL: Synopsis Assisted Secure Collaborative Analytics Chenghong Wang Lina Qiu Johes Bater Yukui Luo 24 1 0 29 Apr 2024
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates Shaikh Quader Andres Jaramillo Sumona Mukhopadhyay Ghadeer Abuoda C. Zuzarte David Kalmuk Marin Litoiu Manos Papagelis 11 1 0 22 Jan 2024
Duet: efficient and scalable hybriD neUral rElation undersTanding Kaixin Zhang Hongzhi Wang Y. Lu Ziqi Li Chang Shu Yu Yan Donghua Yang 19 2 0 25 Jul 2023
JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning Kaiwen Wang Junxiong Wang Yueying Li Nathan Kallus Immanuel Trummer Wen Sun GP 39 2 0 21 Jul 2023
Kepler: Robust Learning for Faster Parametric Query Optimization Lyric Doshi Vincent Zhuang Gaurav Jain Ryan Marcus Haoyu Huang Deniz Altinbüken E. Brevdo Campbell Fraser 17 17 0 11 Jun 2023
Scardina: Scalable Join Cardinality Estimation by Multiple Density Estimators Ryuichi Ito Yuya Sasaki Chuan Xiao Makoto Onizuka 8 0 0 31 Mar 2023
Lero: A Learning-to-Rank Query Optimizer Rong Zhu Wei Chen Bolin Ding Xingguang Chen A. Pfadler Ziniu Wu Jingren Zhou 14 52 0 14 Feb 2023
FactorJoin: A New Cardinality Estimation Framework for Join Queries Ziniu Wu Parimarjan Negi Mohammad Alizadeh Tim Kraska Sam Madden 16 36 0 11 Dec 2022
Baihe: SysML Framework for AI-driven Databases A. Pfadler Rong Zhu Wei Chen Botong Huang Tian Zeng Bolin Ding Jingren Zhou 7 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 16 3 0 07 Dec 2021
A Unified Transferable Model for ML-Enhanced DBMS Ziniu Wu Pei Yu Peilun Yang Rong Zhu Yuxing Han Yaliang Li Defu Lian K. Zeng Jingren Zhou 8 31 0 06 May 2021