| 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 | 72 | 2021 |
| 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 | 31 | 2019 |
| METRO: a generic graph neural network framework for multivariate time series forecasting Y Cui, K Zheng, D Cui, J Xie, L Deng, F Huang, X Zhou Proceedings of the VLDB Endowment 15 (2), 224-236, 2021 | 28 | 2021 |
| Periodicmove: Shift-aware human mobility recovery with graph neural network H Sun, C Yang, L Deng, F Zhou, F Huang, K Zheng Proceedings of the 30th ACM International Conference on Information …, 2021 | 23 | 2021 |
| Outlier detection for streaming task assignment in crowdsourcing Y Zhao, X Chen, L Deng, T Kieu, C Guo, B Yang, K Zheng, CS Jensen Proceedings of the ACM Web Conference 2022, 1933-1943, 2022 | 18 | 2022 |
| Community-based influence maximization in location-based social network X Chen, L Deng, Y Zhao, X Zhou, K Zheng World Wide Web 24, 1903-1928, 2021 | 17 | 2021 |
| Efficient trajectory similarity computation with contrastive learning L Deng, Y Zhao, Z Fu, H Sun, S Liu, K Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 14 | 2022 |
| 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 | 14 | 2022 |
| Task assignment with federated preference learning in spatial crowdsourcing J Liu, L Deng, H Miao, Y Zhao, K Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 10 | 2022 |
| HIFI: Anomaly detection for multivariate time series with high-order feature interactions L Deng, X Chen, Y Zhao, K Zheng Database Systems for Advanced Applications: 26th International Conference …, 2021 | 10 | 2021 |
| Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach L Deng, H Sun, R Sun, Y Zhao, H Su ACM Transactions on Intelligent Systems and Technology (TIST) 13 (3), 1-22, 2022 | 8 | 2022 |
| Adversarial autoencoder for unsupervised time series anomaly detection and interpretation X Chen, L Deng, Y Zhao, K Zheng Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 7 | 2023 |
| A comparative study on unsupervised anomaly detection for time series: Experiments and analysis Y Zhao, L Deng, X Chen, C Guo, B Yang, T Kieu, F Huang, TB Pedersen, ... arXiv preprint arXiv:2209.04635, 2022 | 7 | 2022 |
| S2tul: A semi-supervised framework for trajectory-user linking L Deng, H Sun, Y Zhao, S Liu, K Zheng Proceedings of the sixteenth ACM international conference on web search and …, 2023 | 5 | 2023 |
| Personalized dynamic knowledge-aware recommendation with hybrid explanations H Sun, Z Wu, Y Cui, L Deng, Y Zhao, K Zheng Database Systems for Advanced Applications: 26th International Conference …, 2021 | 5 | 2021 |
| Adataskrec: an adaptive task recommendation framework in spatial crowdsourcing Y Zhao, L Deng, K Zheng ACM Transactions on Information Systems 41 (4), 1-32, 2023 | 4 | 2023 |
| Fair representation learning in knowledge-aware recommendation B Xu, Y Cui, Z Sun, L Deng, K Zheng 2021 IEEE International Conference on Big Knowledge (ICBK), 385-392, 2021 | 4 | 2021 |
| Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing Y Zhao, K Zheng, Z Wang, L Deng, B Yang, TB Pedersen, CS Jensen, ... The VLDB Journal 33 (1), 163-184, 2024 | 3 | 2024 |
| 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 | 3 | 2022 |
| CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation D Qiu, Y Wang, Y Zhao, L Deng, K Zheng 2022 23rd IEEE International Conference on Mobile Data Management (MDM), 254-261, 2022 | 2 | 2022 |
Kai Zheng 郑凯Professor of Computer Science, University of Electronic Science and Technology of ChinaGeverifieerd e-mailadres voor uestc.edu.cn
