| Dbest: Revisiting approximate query processing engines with machine learning models Q Ma, P Triantafillou Proceedings of the 2019 International Conference on Management of Data, 1553 …, 2019 | 96 | 2019 |
| Learned approximate query processing: Make it light, accurate and fast Q Ma, AM Shanghooshabad, M Almasi, M Kurmanji, P Triantafillou Conference on Innovative Data Systems,(CIDR21), 2021 | 33 | 2021 |
| Pgmjoins: Random join sampling with graphical models AM Shanghooshabad, M Kurmanji, Q Ma, M Shekelyan, M Almasi, ... Proceedings of the 2021 International Conference on Management of Data, 1610 …, 2021 | 23 | 2021 |
| Weighted random sampling over joins M Shekelyan, G Cormode, P Triantafillou, A Shanghooshabad, Q Ma arXiv preprint arXiv:2201.02670, 2022 | 11 | 2022 |
| Query-centric regression for in-dbms analytics Q Ma, P Triantafillou Proceedings of the 22nd International Workshop on Design, Optimization …, 2020 | 2 | 2020 |
| CLR2G: Cross modal Contrastive Learning on Radiology Report Generation H Xue, Q Ma, G Liu, J Qu, Y Liu, A Liu Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 1 | 2024 |
| Query-centric regression Q Ma, P Triantafillou Information Systems 104, 101736, 2022 | 1 | 2022 |
| Periodic Patterns and Long-Term Dependencies Based Temporal Knowledge Graph Completion P Ge, W Chen, X Chen, Q Ma, L Zhao International Conference on Advanced Data Mining and Applications, 351-365, 2024 | | 2024 |
| KMCT: k-Means Clustering of Trajectories Efficiently in Location-Based Services Y Liu, G Liu, Q Ma, Z Li, S Wen, L Zhao, A Liu Proceedings of the 33rd ACM International Conference on Information and …, 2024 | | 2024 |
| Segam: Secure and Efficient Group-by-Aggregation Queries across Multiple Private Database Z Cao, Q Ma, W Chen, L Zhao, A Liu International Conference on Database Systems for Advanced Applications, 122-138, 2024 | | 2024 |
| Inductive Link Prediction for Sequential-emerging Knowledge Graph Y Zhang, W Chen, X Chen, Q Ma, L Zhao 2024 IEEE 40th International Conference on Data Engineering (ICDE), 5753-5766, 2024 | | 2024 |
| SieveJoin: Boosting Multi-Way Joins with Reusable Bloom Filters Q Ma arXiv preprint arXiv:2308.16370, 2023 | | 2023 |
| Streaming weighted sampling over join queries M Shekelyan, G Cormode, Q Ma, AM Shanghooshabad, P Triantafillou Proceedings of the 26th International Conference on Extending Database …, 2023 | | 2023 |
| Approximate query processing using machine learning Q Ma University of Warwick, 2021 | | 2021 |
Peter TriantafillouProfessor, Computer Science, University of WarwickVerified email at warwick.ac.uk
