Qingzhi Ma

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Learning Models

Nonparametric Belief Propagation

Approximate Query Processing

Random Sampling

Top Venues

SIGMOD Conference

Publications

Yufeng Zhang, Wei Chen, Xi Chen, Qingzhi Ma, Lei Zhao
Inductive Link Prediction for Sequential-emerging Knowledge Graph. ICDE (2024)
Qingzhi Ma
SieveJoin: Boosting Multi-Way Joins with Reusable Bloom Filters. CoRR (2023)
Michael Shekelyan, Graham Cormode, Peter Triantafillou, Ali Mohammadi Shanghooshabad, Qingzhi Ma
Weighted Random Sampling over Joins. CoRR (2022)
Qingzhi Ma, Peter Triantafillou
Query-centric regression. Inf. Syst. 104 (2022)
Michael Shekelyan, Graham Cormode, Qingzhi Ma, Ali Mohammadi Shanghooshabad, Peter Triantafillou
Streaming Weighted Sampling over Join Queries. EDBT (2022)
Ali Mohammadi Shanghooshabad, Meghdad Kurmanji, Qingzhi Ma, Michael Shekelyan, Mehrdad Almasi, Peter Triantafillou
PGMJoins: Random Join Sampling with Graphical Models. SIGMOD Conference (2021)
Huihui Geng, Xueyi Zhang, Lanian Tong, Qingzhi Ma, Mingjun Xu, Yufeng Zhang, Lei Wang
Performance Optimization Analysis of Hybrid Excitation Generator With the Electromagnetic Rotor and Embedded Permanent Magnet Rotor for Vehicle. IEEE Access 9 (2021)
Qingzhi Ma, Ali Mohammadi Shanghooshabad, Mehrdad Almasi, Meghdad Kurmanji, Peter Triantafillou
Learned Approximate Query Processing: Make it Light, Accurate and Fast. CIDR (2021)
Qingzhi Ma, Peter Triantafillou
Query-Centric Regression for In-DBMS Analytics. DOLAP (2020)
Qingzhi Ma, Peter Triantafillou
DBEst: Revisiting Approximate Query Processing Engines with Machine Learning Models. SIGMOD Conference (2019)