Efficient join order selection learning with graph-based representation J Chen, G Ye, Y Zhao, S Liu, L Deng, X Chen, R Zhou, K Zheng Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 17 | 2022 |
Patrol: A velocity control framework for autonomous vehicle via spatial-temporal reinforcement learning Z Xu, S Liu, Z Wu, X Chen, K Zeng, K Zheng, H Su Proceedings of the 30th ACM International Conference on Information …, 2021 | 16 | 2021 |
Leon: A new framework for ml-aided query optimization X Chen, H Chen, Z Liang, S Liu, J Wang, K Zeng, H Su, K Zheng Proceedings of the VLDB Endowment 16 (9), 2261-2273, 2023 | 11 | 2023 |
Rise: A velocity control framework with minimal impacts based on reinforcement learning Y Xia, S Liu, X Chen, Z Xu, K Zheng, H Su Proceedings of the 31st ACM International Conference on Information …, 2022 | 5 | 2022 |
HeGA: heterogeneous graph aggregation network for trajectory prediction in high-density traffic S Liu, X Chen, Z Wu, L Deng, H Su, K Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 5 | 2022 |
Efficient learning with pseudo labels for query cost estimation S Liu, X Chen, Y Zhao, J Chen, R Zhou, K Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 5 | 2022 |
Base: Bridging the gap between cost and latency for query optimization X Chen, Z Wang, S Liu, Y Li, K Zeng, B Ding, J Zhou, H Su, K Zheng Proceedings of the VLDB Endowment 16 (8), 1958-1966, 2023 | 4 | 2023 |
Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle S Liu, Y Xia, X Chen, J Xie, H Su, K Zheng 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3255-3268, 2023 | 2 | 2023 |
SCSG attention: a self-centered star graph with attention for pedestrian trajectory prediction X Chen, S Liu, Z Xu, Y Diao, S Wu, K Zheng, H Su Database Systems for Advanced Applications: 26th International Conference …, 2021 | 2 | 2021 |
Astral: an autoencoder-based model for pedestrian trajectory prediction of variable-length Y Diao, Y Su, X Zeng, X Chen, S Liu, H Su International Conference on Database Systems for Advanced Applications, 214-228, 2022 | 1 | 2022 |
Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning Z Liang, X Chen, Y Zhao, J Xie, K Zeng, K Zheng 2023 IEEE International Conference on Data Mining (ICDM), 388-397, 2023 | | 2023 |
TSummary: A Traffic Summarization System Using Semantic Words X Chen, X Zeng, S Liu, Z Xu, Y Xia, R Lai, H Su International Conference on Database Systems for Advanced Applications, 257-271, 2022 | | 2022 |