| GELU-Net: A Globally Encrypted, Locally Unencrypted Deep Neural Network for Privacy-Preserved Learning. Q Zhang, C Wang, H Wu, C Xin, TV Phuong IJCAI, 3933-3939, 2018 | 103 | 2018 |
| GALA: Greedy computation for linear algebra in privacy-preserved neural networks Q Zhang, C Xin, H Wu arXiv preprint arXiv:2105.01827, 2021 | 67 | 2021 |
| DT-SSIM: A decentralized trustworthy self-sovereign identity management framework E Samir, H Wu, M Azab, C Xin, Q Zhang IEEE Internet of Things Journal 9 (11), 7972-7988, 2021 | 63 | 2021 |
| Privacy-preserving deep learning based on multiparty secure computation: A survey Q Zhang, C Xin, H Wu IEEE Internet of Things Journal 8 (13), 10412-10429, 2021 | 39 | 2021 |
| An information-based approach to precision analysis of indoor WLAN localization using location fingerprint M Zhou, F Qiu, Z Tian, H Wu, Q Zhang, W He Entropy 17 (12), 8031-8055, 2015 | 26 | 2015 |
| Hunter: HE-friendly structured pruning for efficient privacy-preserving deep learning Y Cai, Q Zhang, R Ning, C Xin, H Wu Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022 | 21 | 2022 |
| Hotspot ranking based indoor mapping and mobility analysis using crowdsourced Wi-Fi signal M Zhou, Q Zhang, Y Wang, Z Tian IEEE Access 5, 3594-3602, 2017 | 16 | 2017 |
| PRIMAL: Page rank-based indoor mapping and localization using gene-sequenced unlabeled WLAN received signal strength M Zhou, Q Zhang, K Xu, Z Tian, Y Wang, W He Sensors 15 (10), 24791-24817, 2015 | 16 | 2015 |
| IMLours: Indoor mapping and localization using time-stamped WLAN received signal strength M Zhou, Q Zhang, Z Tian, K Xu, F Qiu, H Wu 2015 IEEE Wireless Communications and Networking Conference (WCNC), 1817-1822, 2015 | 16 | 2015 |
| SecureTrain: An approximation-free and computationally efficient framework for privacy-preserved neural network training Q Zhang, C Xin, H Wu IEEE Transactions on Network Science and Engineering 9 (1), 187-202, 2020 | 14 | 2020 |
| Integrated location fingerprinting and physical neighborhood for WLAN probabilistic localization M Zhou, Q Zhang, Z Tian, F Qiu, Q Wu Fifth International Conference on Computing, Communications and Networking …, 2014 | 14 | 2014 |
| Correlated received signal strength correction for radio-map based indoor Wi-Fi localization M Zhou, Q Zhang, Z Tian, F Qiu, Q Wu Fifth International Conference on Computing, Communications and Networking …, 2014 | 9 | 2014 |
| Indoor WLAN localization using high-dimensional manifold alignment with limited calibration load M Zhou, Q Zhang, Z Tian, Y Wang 2017 IEEE International Conference on Communications (ICC), 1-6, 2017 | 8 | 2017 |
| Indoor localization using semi-supervised manifold alignment with dimension expansion Q Zhang, M Zhou, Z Tian, Y Wang Applied Sciences 6 (11), 338, 2016 | 8 | 2016 |
| Indoor pedestrian motion detection via spatial clustering and mapping M Zhou, Y Wang, Z Tian, Q Zhang IEEE Sensors Letters 2 (1), 1-4, 2018 | 7 | 2018 |
| Privacy-preserving machine learning as a service: Challenges and opportunities Q Zhang, T Xiang, Y Cai, Z Zhao, N Wang, H Wu IEEE Network 37 (6), 214-223, 2022 | 5 | 2022 |
| Cheetah: An ultra-fast, approximation-free, and privacy-preserved neural network framework based on joint obscure linear and nonlinear computations Q Zhang, C Wang, C Xin, H Wu arXiv preprint arXiv:1911.05184, 2019 | 5 | 2019 |
| Composite peer hand-shake radio map for indoor WLAN localization M Zhou, A Wilford, Z Tian, Q Zhang IEEE Sensors Letters 1 (1), 1-4, 2017 | 5 | 2017 |
| Spot: Structure patching and overlap tweaking for effective pipelining in privacy-preserving mlaas with tiny clients X Xu, Q Zhang, R Ning, C Xin, H Wu 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | 4 | 2024 |
| DeapSECURE Computational Training for Cybersecurity Students: Improvements, Mid-Stage Evaluation, and Lessons Learned W Purwanto, Y He, J Ossom, Q Zhang, L Zhu, K Arcaute, M Sosonkina, ... Journal of Computational Science Education 12 (2), 2021 | 4 | 2021 |
Hongyi WuIEEE Fellow, Professor and Department Head, ECE, The University of ArizonaEmail được xác minh tại arizona.edu