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ORCIDLin Ma 0006
Person information
- affiliation: Carnegie Mellon University, PA, USA
Other persons with the same name
- Lin Ma — disambiguation page
- Lin Ma 0001
![[0000-0003-1684-9714]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1684-9714")
— Harbin Institute of Technology, Department of Electronics and Information Engineering, Communication Research Center, China - Lin Ma 0002 — Meituan Inc., Beijing, China (and 3 more)
- Lin Ma 0003 — Harbin Institute of Technology, School of Computer Science and Technology, China
- Lin Ma 0004 — Zhejiang University, Hangzhou, China
- Lin Ma 0005 — Lille University of Science and Technology, France
- Lin Ma 0007 — Washington University in St. Louis, St.Louis, MO, USA (and 1 more)
- Lin Ma 0008 — Shanghai Jiao Tong University, State Key Laboratory of Advanced Optical Communication Systems and Networks, China
- Lin Ma 0009 — Zhejiang University, College of Computer Science and Technology, China
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2020 – today
- 2024
[j5]Wan Shen Lim, Lin Ma, William Zhang, Matthew Butrovich, Samuel Arch, Andrew Pavlo:
Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems. Proc. VLDB Endow. 17(11): 3680-3693 (2024)- [c13]Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea:
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs. ACL (Findings) 2024: 407-426 - [i3]Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo:
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR abs/2401.12230 (2024) - [i2]Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea:
Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data. CoRR abs/2402.12424 (2024) - 2023
- [c12]Wan Shen Lim, Matthew Butrovich, William Zhang, Andrew Crotty, Lin Ma, Peijing Xu, Johannes Gehrke, Andrew Pavlo:
Database Gyms. CIDR 2023 - 2022
- [c11]Matthew Butrovich, Wan Shen Lim, Lin Ma, John Rollinson, William Zhang, Yu Xia, Andrew Pavlo:
Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems. SIGMOD Conference 2022: 617-630 - 2021
- [j4]Andy Pavlo, Matthew Butrovich, Lin Ma, Prashanth Menon, Wan Shen Lim, Dana Van Aken, William Zhang:
Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation. Proc. VLDB Endow. 14(12): 3211-3221 (2021) - [c10]Ling Zhang, Matthew Butrovich, Tianyu Li, Andrew Pavlo, Yash Nannapaneni, John Rollinson, Huanchen Zhang, Ambarish Balakumar, Daniel Biales, Ziqi Dong, Emmanuel J. Eppinger, Jordi E. Gonzalez, Wan Shen Lim, Jianqiao Liu, Lin Ma, Prashanth Menon, Soumil Mukherjee, Tanuj Nayak, Amadou Ngom, Dong Niu, Deepayan Patra, Poojita Raj, Stephanie Wang, Wuwen Wang, Yao Yu, William Zhang:
Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems. CIDR 2021 - [c9]Amadou Ngom, Prashanth Menon, Matthew Butrovich, Lin Ma, Wan Shen Lim, Todd C. Mowry, Andrew Pavlo:
Filter Representation in Vectorized Query Execution. DaMoN 2021: 6:1-6:7 - [c8]Lin Ma, William Zhang, Jie Jiao, Wuwen Wang, Matthew Butrovich, Wan Shen Lim, Prashanth Menon, Andrew Pavlo:
MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems. SIGMOD Conference 2021: 1248-1261 - 2020
- [j3]Prashanth Menon, Amadou Ngom, Todd C. Mowry, Andrew Pavlo, Lin Ma:
Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling. Proc. VLDB Endow. 14(2): 101-113 (2020) - [c7]Lin Ma, Bailu Ding, Sudipto Das, Adith Swaminathan:
Active Learning for ML Enhanced Database Systems. SIGMOD Conference 2020: 175-191
2010 – 2019
- 2019
- [j2]Andrew Pavlo, Matthew Butrovich, Ananya Joshi, Lin Ma, Prashanth Menon, Dana Van Aken, Lisa Lee, Ruslan Salakhutdinov:
External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems. IEEE Data Eng. Bull. 42(2): 32-46 (2019) - [i1]Joy Arulraj, Ran Xian, Lin Ma, Andrew Pavlo:
Predictive Indexing. CoRR abs/1901.07064 (2019) - 2018
- [c6]Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, Geoffrey J. Gordon:
Query-based Workload Forecasting for Self-Driving Database Management Systems. SIGMOD Conference 2018: 631-645 - 2017
- [c5]Andrew Pavlo, Gustavo Angulo, Joy Arulraj, Haibin Lin, Jiexi Lin, Lin Ma, Prashanth Menon, Todd C. Mowry, Matthew Perron, Ian Quah, Siddharth Santurkar, Anthony Tomasic, Skye Toor, Dana Van Aken, Ziqi Wang, Yingjun Wu, Ran Xian, Tieying Zhang:
Self-Driving Database Management Systems. CIDR 2017 - 2016
- [c4]Lin Ma, Joy Arulraj, Sam Zhao, Andrew Pavlo, Subramanya R. Dulloor, Michael J. Giardino, Jeff Parkhurst, Jason L. Gardner, Kshitij A. Doshi, Stanley B. Zdonik:
Larger-than-memory data management on modern storage hardware for in-memory OLTP database systems. DaMoN 2016: 9:1-9:7 - [c3]Huanchen Zhang, David G. Andersen, Andrew Pavlo, Michael Kaminsky, Lin Ma, Rui Shen:
Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes. SIGMOD Conference 2016: 1567-1581 - 2015
- [j1]Yingxia Shao, Bin Cui, Lin Ma:
PAGE: A Partition Aware Engine for Parallel Graph Computation. IEEE Trans. Knowl. Data Eng. 27(2): 518-530 (2015) - 2014
- [c2]Yingxia Shao, Bin Cui, Lei Chen, Lin Ma, Junjie Yao, Ning Xu:
Parallel subgraph listing in a large-scale graph. SIGMOD Conference 2014: 625-636 - 2013
- [c1]Yingxia Shao, Junjie Yao, Bin Cui, Lin Ma:
PAGE: a partition aware graph computation engine. CIKM 2013: 823-828
Coauthor Index
aka: Andy Pavlo
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