Interpretable deep learning: Interpretation, interpretability, trustworthiness, and beyond X Li, H Xiong, X Li, X Wu, X Zhang, J Liu, J Bian, D Dou
Knowledge and Information Systems 64 (12), 3197-3234, 2022
231 2022 A survey on video action recognition in sports: Datasets, methods and applications F Wu, Q Wang, J Bian, N Ding, F Lu, J Cheng, D Dou, H Xiong
IEEE Transactions on Multimedia, 2022
38 2022 Machine learning in real-time internet of things (iot) systems: A survey J Bian, A Al Arafat, H Xiong, J Li, L Li, H Chen, J Wang, D Dou, Z Guo
IEEE Internet of Things Journal 9 (11), 8364-8386, 2022
29 2022 G-LIME: Statistical learning for local interpretations of deep neural networks using global priors X Li, H Xiong, X Li, X Zhang, J Liu, H Jiang, Z Chen, D Dou
Artificial Intelligence 314, 103823, 2023
21 2023 Se-moe: A scalable and efficient mixture-of-experts distributed training and inference system L Shen, Z Wu, WB Gong, H Hao, Y Bai, HC Wu, X Wu, J Bian, H Xiong, ...
arXiv preprint arXiv:2205.10034, 2022
20 2022 CSWA: Aggregation-free spatial-temporal community sensing J Bian, H Xiong, Y Fu, S Das
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
18 2018 Como: Efficient deep neural networks expansion with convolutional maxout B Zhao, H Xiong, J Bian, Z Guo, CZ Xu, D Dou
IEEE Transactions on Multimedia 23, 1722-1730, 2020
16 2020 Early detection of diseases using electronic health records data and covariance-regularized linear discriminant analysis J Bian, LE Barnes, G Chen, H Xiong
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
14 2017 EdgeSense: Edge-Mediated Spatial- Temporal CrowdsensingS Yang, J Bian, L Wang, H Zhu, Y Fu, H Xiong
Ieee access 7, 95122-95131, 2018
12 2018 GLARE: A dataset for traffic sign detection in sun glare N Gray, M Moraes, J Bian, A Wang, A Tian, K Wilson, Y Huang, H Xiong, ...
IEEE Transactions on Intelligent Transportation Systems, 2023
11 2023 MODES : model-based optimization on distributed embedded systemsJ Shi, J Bian, J Richter, KH Chen, J Rahnenführer, H Xiong, JJ Chen
Machine Learning 110 (6), 1527-1547, 2021
8 2021 : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model DebiasingH Xiong, W Cheng, J Bian, W Hu, Z Sun, Z Guo
IEEE transactions on neural networks and learning systems 30 (3), 707-717, 2018
8 2018 De-biasing Covariance-Regularized Discriminant Analysis. H Xiong, W Cheng, Y Fu, W Hu, J Bian, Z Guo
IJCAI, 2889-2897, 2018
8 2018 AWDA: An adaptive wishart discriminant analysis H Xiong, W Cheng, W Hu, J Bian, Z Guo
2017 IEEE International Conference on Data Mining (ICDM), 525-534, 2017
8 2017 Improving covariance-regularized discriminant analysis for EHR-based predictive analytics of diseases S Yang, H Xiong, K Xu, L Wang, J Bian, Z Sun
Applied Intelligence 51, 377-395, 2021
7 2021 MP2 SDA: Multi-Party Parallelized Sparse Discriminant Learning J Bian, H Xiong, Y Fu, J Huan, Z Guo
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (3), 1-22, 2020
7 2020 COLTR : Semi-supervised Learning to Rank with Co-training and Over-parameterization for Web SearchY Li, H Xiong, Q Wang, L Kong, H Liu, H Li, J Bian, S Wang, G Chen, ...
IEEE Transactions on Knowledge and Data Engineering, 2023
6 2023 Work-in-progress: a deep learning strategy for I/O scheduling in storage systems A Farhangi, J Bian, J Wang, Z Guo
2019 IEEE Real-Time Systems Symposium (RTSS), 568-571, 2019
6 2019 Multi-party sparse discriminant learning J Bian, H Xiong, W Cheng, W Hu, Z Guo, Y Fu
2017 IEEE International Conference on Data Mining (ICDM), 745-750, 2017
6 2017 Video4MRI: An empirical study on brain magnetic resonance image analytics with CNN-based video classification frameworks Y Zhang, Q Wang, J Bian, Y Liu, Y Xu, D Dou, H Xiong
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
4 2023