| Multi-modal knowledge graphs for recommender systems R Sun, X Cao, Y Zhao, J Wan, K Zhou, F Zhang, Z Wang, K Zheng Proceedings of the 29th ACM international conference on information …, 2020 | 244 | 2020 |
| Daemon: Unsupervised anomaly detection and interpretation for multivariate time series X Chen, L Deng, F Huang, C Zhang, Z Zhang, Y Zhao, K Zheng 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2225-2230, 2021 | 90 | 2021 |
| Predictive task assignment in spatial crowdsourcing: a data-driven approach Y Zhao, K Zheng, Y Cui, H Su, F Zhu, X Zhou 2020 IEEE 36th International Conference on Data Engineering (ICDE), 13-24, 2020 | 75 | 2020 |
| Rest: A reference-based framework for spatio-temporal trajectory compression Y Zhao, S Shang, Y Wang, B Zheng, QVH Nguyen, K Zheng Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018 | 72 | 2018 |
| Destination-aware task assignment in spatial crowdsourcing Y Zhao, Y Li, Y Wang, H Su, K Zheng Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 72 | 2017 |
| Destination-aware task assignment in spatial crowdsourcing: A worker decomposition approach Y Zhao, K Zheng, Y Li, H Su, J Liu, X Zhou IEEE Transactions on Knowledge and Data Engineering 32 (12), 2336-2350, 2019 | 71 | 2019 |
| Fairness-aware task assignment in spatial crowdsourcing: Game-theoretic approaches Y Zhao, K Zheng, J Guo, B Yang, TB Pedersen, CS Jensen 2021 IEEE 37th International Conference on Data Engineering (ICDE), 265-276, 2021 | 66 | 2021 |
| Anomaly detection in time series with robust variational quasi-recurrent autoencoders T Kieu, B Yang, C Guo, RG Cirstea, Y Zhao, Y Song, CS Jensen 2022 IEEE 38th International Conference on Data Engineering (ICDE), 1342-1354, 2022 | 58 | 2022 |
| Profit-driven Task Assignment in Spatial Crowdsourcing. J Xia, Y Zhao, G Liu, J Xu, M Zhang, K Zheng IJCAI, 1914-1920, 2019 | 58 | 2019 |
| Preference-aware task assignment in spatial crowdsourcing Y Zhao, J Xia, G Liu, H Su, D Lian, S Shang, K Zheng Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2629-2636, 2019 | 57 | 2019 |
| Reference-based framework for spatio-temporal trajectory compression and query processing K Zheng, Y Zhao, D Lian, B Zheng, G Liu, X Zhou IEEE Transactions on Knowledge and Data Engineering 32 (11), 2227-2240, 2019 | 57 | 2019 |
| Sequential-knowledge-aware next POI recommendation: A meta-learning approach Y Cui, H Sun, Y Zhao, H Yin, K Zheng ACM Transactions on Information Systems (TOIS) 40 (2), 1-22, 2021 | 54 | 2021 |
| Coalition-based task assignment in spatial crowdsourcing Y Zhao, J Guo, X Chen, J Hao, X Zhou, K Zheng 2021 IEEE 37th International Conference on Data Engineering (ICDE), 241-252, 2021 | 51 | 2021 |
| Preference-aware task assignment in spatial crowdsourcing: from individuals to groups Y Zhao, K Zheng, H Yin, G Liu, J Fang, X Zhou IEEE Transactions on Knowledge and Data Engineering 34 (7), 3461-3477, 2020 | 51 | 2020 |
| Robust and explainable autoencoders for unsupervised time series outlier detection T Kieu, B Yang, C Guo, CS Jensen, Y Zhao, F Huang, K Zheng 2022 IEEE 38th International Conference on Data Engineering (ICDE), 3038-3050, 2022 | 50 | 2022 |
| Consensus-based group task assignment with social impact in spatial crowdsourcing X Li, Y Zhao, X Zhou, K Zheng Data Science and Engineering 5 (4), 375-390, 2020 | 36 | 2020 |
| Hidden poi ranking with spatial crowdsourcing Y Cui, L Deng, Y Zhao, B Yao, VW Zheng, K Zheng Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 34 | 2019 |
| Modeling spatial trajectories with attribute representation learning M Chen, Y Zhao, Y Liu, X Yu, K Zheng IEEE transactions on knowledge and data engineering 34 (4), 1902-1914, 2020 | 31 | 2020 |
| Task allocation with geographic partition in spatial crowdsourcing G Ye, Y Zhao, X Chen, K Zheng Proceedings of the 30th ACM International Conference on Information …, 2021 | 30 | 2021 |
| Uncertainty quantification for traffic forecasting: A unified approach W Qian, D Zhang, Y Zhao, K Zheng, JQ James 2023 IEEE 39th International Conference on Data Engineering (ICDE), 992-1004, 2023 | 27 | 2023 |
Kai Zheng 郑凯Professor of Computer Science, University of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn