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Jiahao Ding
Jiahao Ding
Applied Scientist, Amazon
Verified email at amazon.com
Title
Cited by
Cited by
Year
Incentivizing differentially private federated learning: A multidimensional contract approach
M Wu, D Ye, J Ding, Y Guo, R Yu, M Pan
IEEE Internet of Things Journal 8 (13), 10639-10651, 2021
732021
Deep -Network-Based Route Scheduling for TNC Vehicles With Passengers’ Location Differential Privacy
D Shi, J Ding, SM Errapotu, H Yue, W Xu, X Zhou, M Pan
IEEE Internet of Things Journal 6 (5), 7681-7692, 2019
482019
Differentially private and fair classification via calibrated functional mechanism
J Ding, X Zhang, X Li, J Wang, R Yu, M Pan
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 622-629, 2020
472020
IoT device friendly and communication-efficient federated learning via joint model pruning and quantization
P Prakash, J Ding, R Chen, X Qin, M Shu, Q Cui, Y Guo, M Pan
IEEE Internet of Things Journal 9 (15), 13638-13650, 2022
372022
Adaptive privacy preserving deep learning algorithms for medical data
X Zhang, J Ding, M Wu, STC Wong, H Van Nguyen, M Pan
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
272021
Optimal differentially private ADMM for distributed machine learning
J Ding, X Qin, W Xu, Y Gong, C Zhang, M Pan
arXiv preprint arXiv:1901.02094, 2019
272019
Stochastic ADMM based distributed machine learning with differential privacy
J Ding, SM Errapotu, H Zhang, Y Gong, M Pan, Z Han
Security and Privacy in Communication Networks: 15th EAI International …, 2019
252019
Evaluation of inference attack models for deep learning on medical data
M Wu, X Zhang, J Ding, H Nguyen, R Yu, M Pan, ST Wong
arXiv preprint arXiv:2011.00177, 2020
232020
Differentially private robust ADMM for distributed machine learning
J Ding, X Zhang, M Chen, K Xue, C Zhang, M Pan
2019 ieee international conference on big data (big data), 1302-1311, 2019
222019
Differentially private and communication efficient collaborative learning
J Ding, G Liang, J Bi, M Pan
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7219-7227, 2021
172021
3D geo-indistinguishability for indoor location-based services
M Min, L Xiao, J Ding, H Zhang, S Li, M Pan, Z Han
IEEE Transactions on Wireless Communications 21 (7), 4682-4694, 2021
162021
Towards plausible differentially private ADMM based distributed machine learning
J Ding, J Wang, G Liang, J Bi, M Pan
Proceedings of the 29th ACM International Conference on Information …, 2020
142020
Private empirical risk minimization with analytic gaussian mechanism for healthcare system
J Ding, SM Errapotu, Y Guo, H Zhang, D Yuan, M Pan
IEEE Transactions on big data 8 (4), 1107-1117, 2020
122020
Deep q-network based route scheduling for transportation network company vehicles
D Shi, J Ding, SM Errapotu, H Yue, W Xu, X Zhou, M Pan
2018 IEEE Global Communications Conference (GLOBECOM), 1-7, 2018
122018
Differentially private functional mechanism for generative adversarial networks
X Zhang, J Ding, SM Errapotu, X Huang, P Li, M Pan
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
112019
Privacy preserving facial recognition against model inversion attacks
P Prakash, J Ding, H Li, SM Errapotu, Q Pei, M Pan
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
102020
Finite Sample Guarantees of Differentially Private Expectation Maximization Algorithm
D Wang, J Ding, L Hu, Z Xie, M Pan, J Xu
ECAI 2023, 2023
9*2023
Mobile crowdsensing task allocation optimization with differentially private location privacy
X Zhang, J Ding, X Li, T Yang, J Wang, M Pan
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
72020
Big data privacy preservation for cyber-physical systems
M Pan, J Wang, SM Errapotu, X Zhang, J Ding, Z Han
Springer International Publishing, 2019
72019
Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications
T Liu, J Ding, T Wang, M Pan, M Chen
Journal of Circuits, Systems and Computers, 2022
62022
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Articles 1–20