Fetching the paper…
Reading the bibliography…
Query rewrite is essential for optimizing SQL queries to improve their execution efficiency without changing their results.
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, and Jianguo Wang. 2024 · 1952
Earlier work this paper cites.
The volcano optimizer generator: Extensibility and efficient search. In ICDE . IEEE, 209–218
Goetz Graefe and William J McKenna. 1993 · 1993
Earlier work this paper cites.
The cascades framework for query optimization
Goetz Graefe. 1995 · 1995
Earlier work this paper cites.
Reciprocal rank fusion outperforms condorcet and individual rank learning methods. In SIGIR . 758–759
Gordon V Cormack, Charles LA Clarke, and Stefan Buettcher. 2009 · 2009
Earlier work this paper cites.
Cosette: An Automated Prover for SQL.. In CIDR . 1–7
Shumo Chu, Chenglong Wang, Konstantin Weitz, and Alvin Cheung. 2017 · 2017
Earlier work this paper cites.
Apache calcite: A foundational framework for optimized query processing over heterogeneous data sources. In SIGMOD . 221–230
Edmon Begoli, Jesús Camacho-Rodríguez, Julian Hyde, Michael J Mior, and Daniel Lemire. 2018 · 2018
Earlier work this paper cites.
Umap: Uniform manifold approximation and projection for dimension reduction
Leland McInnes, John Healy, and James Melville. 2018 · 2018
Earlier work this paper cites.
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. In EMNLP . 3982–3992
Nils Reimers and Iryna Gurevych. 2019 · 2019
Earlier work this paper cites.
Cockroachdb: The resilient geo-distributed sql database. In SIGMOD . 1493–1509
Rebecca Taft, Irfan Sharif, Andrei Matei, Nathan VanBenschoten, Jordan Lewis, Tobias Grieger, Kai Niemi, Andy Woods, Anne Birzin, Raphael Poss, et al · 2020
Earlier work this paper cites.
DSB: A decision support benchmark for workload-driven and traditional database systems
Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, and Vivek Narasayya. 2021 · 2021
Earlier work this paper cites.
opengauss: An autonomous database system
Guoliang Li, Xuanhe Zhou, Ji Sun, Xiang Yu, Yue Han, Lianyuan Jin, Wenbo Li, Tianqing Wang, and Shifu Li. 2021 · 2021
Earlier work this paper cites.
A learned query rewrite system using monte carlo tree search
Xuanhe Zhou, Guoliang Li, Chengliang Chai, and Jianhua Feng. 2021 · 2021
Earlier work this paper cites.
PreQR: pre-training representation for SQL understanding. In SIGMOD . 204–216
Xiu Tang, Sai Wu, Mingli Song, Shanshan Ying, Feifei Li, and Gang Chen. 2022 · 2022
Earlier work this paper cites.
Wetune: Automatic discovery and verification of query rewrite rules. In SIGMOD . 94–107
Zhaoguo Wang, Zhou Zhou, Yicun Yang, Haoran Ding, Gansen Hu, Ding Ding, Chuzhe Tang, Haibo Chen, and Jinyang Li. 2022 · 2022
Earlier work this paper cites.
Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al · 2022
Earlier work this paper cites.
Queryformer: A tree transformer model for query plan representation
Yue Zhao, Gao Cong, Jiachen Shi, and Chunyan Miao. 2022 · 2022
Earlier work this paper cites.
SPES: A symbolic approach to proving query equivalence under bag semantics. In ICDE . IEEE, 2735–2748
Qi Zhou, Joy Arulraj, Shamkant B Navathe, William Harris, and Jinpeng Wu. 2022 · 2022
Earlier work this paper cites.
Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al · 2023
Earlier work this paper cites.
QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting
Qiushi Bai, Sadeem Alsudais, and Chen Li. 2023 · 2023
Earlier work this paper cites.
Proving query equivalence using linear integer arithmetic
Haoran Ding, Zhaoguo Wang, Yicun Yang, Dexin Zhang, Zhenglin Xu, Haibo Chen, Ruzica Piskac, and Jinyang Li. 2023 · 2023
Earlier work this paper cites.
SlabCity: Whole-Query Optimization Using Program Synthesis
Rui Dong, Jie Liu, Yuxuan Zhu, Cong Yan, Barzan Mozafari, and Xinyu Wang. 2023 · 2023
Earlier work this paper cites.
Retrieval-augmented generation for large language models: A survey
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, and Haofen Wang. 2023 · 2023
Cited alongside, same era.
Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, et al · 2023
Cited alongside, same era.
Mathprompter: Mathematical reasoning using large language models
Shima Imani, Liang Du, and Harsh Shrivastava. 2023 · 2023
Cited alongside, same era.
How Long Can Context Length of Open-Source LLMs truly Promise?. In NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following
Dacheng Li, Rulin Shao, Anze Xie, Ying Sheng, Lianmin Zheng, Joseph Gonzalez, Ion Stoica, Xuezhe Ma, and Hao Zhang. 2023 · 2023
Cited alongside, same era.
LLM for Data Management
Guoliang Li, Xuanhe Zhou, and Xinyang Zhao. 2024d · 2024
Closest in time.
LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting! ery Eff iciency
Zhaodonghui Li, Haitao Yuan, Huiming Wang, Gao Cong, and Lidong Bing. 2024c · 2024
Closest in time.
Query Rewriting via Large Language Models
Jie Liu and Barzan Mozafari. 2024 · 2024
Closest in time.
Lost in the Middle: How Language Models Use Long Contexts
Nelson F Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang. 2024a · 2024
Closest in time.
A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, and Nan Tang. 2024b · 2024
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies
Yue Zhao, Zhaodonghui Li, and Gao Cong. 2023 · 2023
Cited alongside, same era.
A learned query rewrite system
Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, and Xinning Zhang. 2023 · 2023
Cited alongside, same era.
JavaSymbolSolver
2018 · 2024
Cited alongside, same era.
Apache Calcite
2024 · 2024
Cited alongside, same era.
DeepSeek-R1
2024 · 2024
Cited alongside, same era.
gte-Qwen2-1.5B-instruct
2024 · 2024
Cited alongside, same era.
LearnedRewrite: An online logical query rewrite demo (schema+sql only)!
2024 · 2024
Cited alongside, same era.
LlamaIndex, Data Framework for LLM Applications
2024 · 2024
Cited alongside, same era.
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval. In ICLR
Parth Sarthi, Salman Abdullah, Aditi Tuli, Shubh Khanna, Anna Goldie, and Christopher D Manning. 2024 · 2024
Closest in time.
Tree of thoughts: Deliberate problem solving with large language models
Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Tom Griffiths, Yuan Cao, and Karthik Narasimhan. 2024 · 2024
Closest in time.
Chat2data: An interactive data analysis system with rag, vector databases and llms
Xinyang Zhao, Xuanhe Zhou, and Guoliang Li. 2024 · 2024
Closest in time.
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation
Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Jinsong Su, Guoliang Li, and Shifu Li. 2024 · 2024
Closest in time.
D-bot: Database diagnosis system using large language models
Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, and Guoyang Zeng. 2024a · 2024
Closest in time.
Db-gpt: Large language model meets database
Xuanhe Zhou, Zhaoyan Sun, and Guoliang Li. 2024b · 2024
Closest in time.
Data+ AI: LLM4Data and Data4LLM. In Companion of the 2025 International Conference on Management of Data . 837–843
Guoliang Li, Jiayi Wang, Chenyang Zhang, and Jiannan Wang. 2025 · 2025
Closest in time.
Data Agent: A Holistic Architecture for Orchestrating Data+ AI Ecosystems
Zhaoyan Sun, Jiayi Wang, Xinyang Zhao, Jiachi Wang, and Guoliang Li. 2025a · 2025
Closest in time.
D-Bot: An LLM-Powered DBA Copilot. In Companion of the 2025 International Conference on Management of Data . 235–238
Zhaoyan Sun, Xuanhe Zhou, Jianming Wu, Wei Zhou, and Guoliang Li. 2025b · 2025
Closest in time.
Aop: Automated and interactive llm pipeline orchestration for answering complex queries. CIDR
Jiayi Wang and Guoliang Li. 2025 · 2025
Closest in time.
iDataLake: An LLM-Powered Analytics System on Data Lakes
Jiayi Wang, Guoliang Li, and Jianhua Feng. 2025 · 2025
Closest in time.
SAGE: A Framework of Precise Retrieval for RAG. In ICDE . IEEE Computer Society, 1388–1401
Jintao Zhang, Guoliang Li, and Jinyang Su. 2025 · 2025
Closest in time.
Cracking SQL Barriers: An LLM-based Dialect Translation System
Wei Zhou, Yuyang Gao, Xuanhe Zhou, and Guoliang Li. 2025a · 2025
Closest in time.
CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models
Wei Zhou, Yuyang Gao, Xuanhe Zhou, and Guoliang Li. 2025b · 2025
Closest in time.
Xuanhe Zhou, Junxuan He, Wei Zhou, Haodong Chen, Zirui Tang, Haoyu Zhao, Xin Tong, Guoliang Li, Youmin Chen, Jun Zhou, et al · 2025
Closest in time.