| Learning graph structures with transformer for multivariate time-series anomaly detection in IoT Z Chen, D Chen, X Zhang, Z Yuan, X Cheng IEEE Internet of Things Journal 9 (12), 9179-9189, 2021 | 436 | 2021 |
| AttnSense: Multi-level attention mechanism for multimodal human activity recognition. H Ma, W Li, X Zhang, S Gao, S Lu IJCAI, 3109-3115, 2019 | 269 | 2019 |
| Moodexplorer: Towards compound emotion detection via smartphone sensing X Zhang, W Li, X Chen, S Lu Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018 | 123 | 2018 |
| FedHAR: Semi-supervised online learning for personalized federated human activity recognition H Yu, Z Chen, X Zhang, X Chen, F Zhuang, H Xiong, X Cheng IEEE transactions on mobile computing 22 (6), 3318-3332, 2021 | 85 | 2021 |
| Time-aware metric embedding with asymmetric projection for successive POI recommendation H Ying, J Wu, G Xu, Y Liu, T Liang, X Zhang, H Xiong World Wide Web 22, 2209-2224, 2019 | 70 | 2019 |
| An integrated model for crime prediction using temporal and spatial factors F Yi, Z Yu, F Zhuang, X Zhang, H Xiong 2018 IEEE International Conference on Data Mining (ICDM), 1386-1391, 2018 | 63 | 2018 |
| Cascaded SE-ResUnet for segmentation of thoracic organs at risk Z Cao, B Yu, B Lei, H Ying, X Zhang, DZ Chen, J Wu Neurocomputing 453, 357-368, 2021 | 51 | 2021 |
| Emotion detection in online social networks: a multilabel learning approach X Zhang, W Li, H Ying, F Li, S Tang, S Lu IEEE Internet of Things Journal 7 (9), 8133-8143, 2020 | 41 | 2020 |
| Multi-task time series forecasting with shared attention Z Chen, E Jiaze, X Zhang, H Sheng, X Cheng 2020 international conference on data mining workshops (ICDMW), 917-925, 2020 | 34 | 2020 |
| Supervised representation learning for multi-label classification M Huang, F Zhuang, X Zhang, X Ao, Z Niu, ML Zhang, Q He Machine Learning 108, 747-763, 2019 | 31 | 2019 |
| Inferring mood instability via smartphone sensing: A multi-view learning approach X Zhang, F Zhuang, W Li, H Ying, H Xiong, S Lu Proceedings of the 27th ACM International Conference on Multimedia, 1401-1409, 2019 | 29 | 2019 |
| Modeling heterogeneous relations across multiple modes for potential crowd flow prediction Q Zhou, J Gu, X Lu, F Zhuang, Y Zhao, Q Wang, X Zhang Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4723-4731, 2021 | 26 | 2021 |
| Time-aware context-gated graph attention network for clinical risk prediction Y Xu, H Ying, S Qian, F Zhuang, X Zhang, D Wang, J Wu, H Xiong IEEE Transactions on Knowledge and Data Engineering 35 (7), 7557-7568, 2022 | 24 | 2022 |
| Academic paper recommendation based on community detection in citation-collaboration networks Q Wang, W Li, X Zhang, S Lu Web Technologies and Applications: 18th Asia-Pacific Web Conference, APWeb …, 2016 | 24 | 2016 |
| Federated representation learning with data heterogeneity for human mobility prediction X Zhang, Q Wang, Z Ye, H Ying, D Yu IEEE Transactions on Intelligent Transportation Systems 24 (6), 6111-6122, 2023 | 23 | 2023 |
| Theoretical convergence guaranteed resource-adaptive federated learning with mixed heterogeneity Y Wang, X Zhang, M Li, T Lan, H Chen, H Xiong, X Cheng, D Yu Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 20 | 2023 |
| HarMI: Human activity recognition via multi-modality incremental learning X Zhang, H Yu, Y Yang, J Gu, Y Li, F Zhuang, D Yu, Z Ren IEEE Journal of Biomedical and Health Informatics 26 (3), 939-951, 2021 | 16 | 2021 |
| Personalitysensing: A multi-view multi-task learning approach for personality detection based on smartphone usage S Gao, W Li, LJ Song, X Zhang, M Lin, S Lu Proceedings of the 28th ACM International Conference on Multimedia, 2862-2870, 2020 | 16 | 2020 |
| Adaptive clustering based personalized federated learning framework for next poi recommendation with location noise Z Ye, X Zhang, X Chen, H Xiong, D Yu IEEE Transactions on Knowledge and Data Engineering 36 (5), 1843-1856, 2023 | 15 | 2023 |
| A comprehensive survey of federated transfer learning: challenges, methods and applications W Guo, F Zhuang, X Zhang, Y Tong, J Dong Frontiers of Computer Science 18 (6), 186356, 2024 | 14 | 2024 |
Xiuzhen ChengSchool of Computer Science and Technology, Shandong UniversityVerified email at sdu.edu.cn
