A data-characteristic-aware latent factor model for web services QoS prediction D Wu, X Luo, M Shang, Y He, G Wang, X Wu IEEE Transactions on Knowledge and Data Engineering 34 (6), 2525-2538, 2020 | 190 | 2020 |
A Deep Latent Factor Model for High-Dimensional and Sparse Matrices in Recommender Systems D Wu, L Xin, M Shang, Y He, G Wang, MC Zhou IEEE Transactions on Systems, Man and Cybernetics: Systems, 2019 | 184 | 2019 |
A latent factor analysis-based approach to online sparse streaming feature selection D Wu, Y He, X Luo, MC Zhou IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (11), 6744-6758, 2021 | 142 | 2021 |
A posterior-neighborhood-regularized latent factor model for highly accurate web service QoS prediction D Wu, Q He, X Luo, M Shang, Y He, G Wang IEEE Transactions on Services Computing 15 (2), 793-805, 2019 | 122 | 2019 |
A double-space and double-norm ensembled latent factor model for highly accurate web service QoS prediction D Wu, P Zhang, Y He, X Luo IEEE Transactions on Services Computing 16 (2), 802-814, 2022 | 66 | 2022 |
A prediction-sampling-based multilayer-structured latent factor model for accurate representation to high-dimensional and sparse data D Wu, X Luo, Y He, MC Zhou IEEE Transactions on Neural Networks and Learning Systems, 2022 | 65 | 2022 |
Toward mining capricious data streams: A generative approach Y He, B Wu, D Wu, E Beyazit, S Chen, X Wu IEEE transactions on neural networks and learning systems 32 (3), 1228-1240, 2020 | 42 | 2020 |
Online Learning from Capricious Data Streams: A Generative Approach Y He, B Wu, D Wu, E Beyazit, S Chen, X Wu the 28th International Joint Conference on Artificial Intelligence, 2019 | 42 | 2019 |
Online learning in variable feature spaces under incomplete supervision Y He, X Yuan, S Chen, X Wu Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4106-4114, 2021 | 28 | 2021 |
A data-aware latent factor model for web service QoS prediction D Wu, X Luo, M Shang, Y He, G Wang, X Wu Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019 | 23 | 2019 |
Online feature selection with capricious streaming features: A general framework D Wu, Y He, X Luo, M Shang, X Wu 2019 IEEE International Conference on Big Data (Big Data), 683-688, 2019 | 19 | 2019 |
Quantitative combination load forecasting model based on forecasting error optimization S Deng, F Chen, D Wu, Y He, H Ge, Y Ge Computers and Electrical Engineering 101, 108125, 2022 | 18 | 2022 |
A quantitative risk assessment model for distribution cyber-physical system under cyberattack S Deng, J Zhang, D Wu, Y He, X Xie, X Wu IEEE Transactions on Industrial Informatics 19 (3), 2899-2908, 2022 | 16 | 2022 |
Towards fair machine learning software: Understanding and addressing model bias through counterfactual thinking Z Wang, Y Zhou, M Qiu, I Haque, L Brown, Y He, J Wang, D Lo, W Zhang arXiv preprint arXiv:2302.08018, 2023 | 14 | 2023 |
Online learning in variable feature spaces with mixed data Y He, J Dong, BJ Hou, Y Wang, F Wang 2021 IEEE International Conference on Data Mining (ICDM), 181-190, 2021 | 13 | 2021 |
Privacy-Preserving Multi-Granular Federated Neural Architecture Search–A General Framework Z Pan, L Hu, W Tang, J Li, Y He, Z Liu IEEE Transactions on Knowledge and Data Engineering 35 (3), 2975-2986, 2021 | 13 | 2021 |
Supervised data synthesizing and evolving–a framework for real-world traffic crash severity classification Y He, D Wu, E Beyazit, X Sun, X Wu 2018 IEEE 30th International Conference on Tools with Artificial …, 2018 | 13 | 2018 |
Camouflaged poisoning attack on graph neural networks C Jiang, Y He, R Chapman, H Wu Proceedings of the 2022 International Conference on Multimedia Retrieval …, 2022 | 11 | 2022 |
Interpretable minority synthesis for imbalanced classification Y He, F Lin, NF Tzeng International Joint Conferences on Artificial Intelligence, 2021 | 11 | 2021 |
Online deep learning from doubly-streaming data H Lian, JS Atwood, BJ Hou, J Wu, Y He Proceedings of the 30th ACM International Conference on Multimedia, 3185-3194, 2022 | 10 | 2022 |