PAGE: a partition aware graph computation engine. - Yingxia Shao; Junjie Yao; Bin Cui 001; Lin Ma 006 (CIKM, 2013)

Parallel subgraph listing in a large-scale graph. - Yingxia Shao; Bin Cui 001; Lei Chen 002; Lin Ma 006; Junjie Yao; Ning Xu (SIGMOD Conference, 2014)

PAGE: A Partition Aware Engine for Parallel Graph Computation. - Yingxia Shao; Bin Cui 001; Lin Ma 006 (IEEE Trans. Knowl. Data Eng., 2015)

Larger-than-memory data management on modern storage hardware for in-memory OLTP database systems. - Lin Ma 006; Joy Arulraj; Sam Zhao; Andrew Pavlo; Subramanya R. Dulloor; Michael J. Giardino; Jeff Parkhurst; Jason L. Gardner; Kshitij A. Doshi; Stanley B. Zdonik (DaMoN, 2016)

Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes. - Huanchen Zhang; David G. Andersen; Andrew Pavlo; Michael Kaminsky; Lin Ma 006; Rui Shen (SIGMOD Conference, 2016)

Self-Driving Database Management Systems. - Andrew Pavlo; Gustavo Angulo; Joy Arulraj; Haibin Lin; Jiexi Lin; Lin Ma 006; Prashanth Menon; Todd C. Mowry; Matthew Perron; Ian Quah; Siddharth Santurkar; Anthony Tomasic; et al. (CIDR, 2017)

Query-based Workload Forecasting for Self-Driving Database Management Systems. - Lin Ma 006; Dana Van Aken; Ahmed Hefny; Gustavo Mezerhane; Andrew Pavlo; Geoffrey J. Gordon (SIGMOD Conference, 2018)

Predictive Indexing. - Joy Arulraj; Ran Xian; Lin Ma 006; Andrew Pavlo (CoRR, 2019)

External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems. - Andrew Pavlo; Matthew Butrovich; Ananya Joshi 001; Lin Ma 006; Prashanth Menon; Dana Van Aken; Lisa Lee; Ruslan Salakhutdinov (IEEE Data Eng. Bull., 2019)

Active Learning for ML Enhanced Database Systems. - Lin Ma 006; Bailu Ding; Sudipto Das; Adith Swaminathan (SIGMOD Conference, 2020)

Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling. - Prashanth Menon; Amadou Ngom; Todd C. Mowry; Andrew Pavlo; Lin Ma 006 (Proc. VLDB Endow., 2020)

Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems. - Ling Zhang; Matthew Butrovich; Tianyu Li 001; Andrew Pavlo; Yash Nannapaneni; John Rollinson; Huanchen Zhang; Ambarish Balakumar; Daniel Biales; Ziqi Dong; Emmanuel J. Eppinger; Jordi E. Gonzalez; et al. (CIDR, 2021)

Filter Representation in Vectorized Query Execution. - Amadou Ngom; Prashanth Menon; Matthew Butrovich; Lin Ma 006; Wan Shen Lim; Todd C. Mowry; Andrew Pavlo (DaMoN, 2021)

MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems. - Lin Ma 006; William Zhang 001; Jie Jiao; Wuwen Wang; Matthew Butrovich; Wan Shen Lim; Prashanth Menon; Andrew Pavlo (SIGMOD Conference, 2021)

Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation. - Andy Pavlo; Matthew Butrovich; Lin Ma 006; Prashanth Menon; Wan Shen Lim; Dana Van Aken; William Zhang 001 (Proc. VLDB Endow., 2021)

Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems. - Matthew Butrovich; Wan Shen Lim; Lin Ma 006; John Rollinson; William Zhang 001; Yu Xia 005; Andrew Pavlo (SIGMOD Conference, 2022)

Database Gyms. - Wan Shen Lim; Matthew Butrovich; William Zhang 001; Andrew Crotty; Lin Ma 006; Peijing Xu; Johannes Gehrke; Andrew Pavlo (CIDR, 2023)

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs. - Naihao Deng; Zhenjie Sun; Ruiqi He; Aman Sikka; Yulong Chen 001; Lin Ma 006; Yue Zhang 004; Rada Mihalcea (ACL (Findings), 2024)

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. - Yao Lu; Song Bian 002; Lequn Chen 001; Yongjun He 004; Yulong Hui; Matthew Lentz; Beibin Li; Fei Liu; Jialin Li 001; Qi Liu; Rui Liu; Xiaoxuan Liu; et al. (CoRR, 2024)

Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data. - Naihao Deng; Zhenjie Sun; Ruiqi He; Aman Sikka; Yulong Chen 001; Lin Ma 006; Yue Zhang 004; Rada Mihalcea (CoRR, 2024)

Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems. - Wan Shen Lim; Lin Ma 006; William Zhang 001; Matthew Butrovich; Samuel Arch; Andrew Pavlo (Proc. VLDB Endow., 2024)