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Han Yu
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Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and Trends in Machine Learning (FnTML) 14 (1–2), 1–210, 2021
28582021
Visual Domain Adaptation with Manifold Embedded Distribution Alignment
J Wang, W Feng, Y Chen, H Yu, M Huang, PS Yu
The 26th ACM Multimedia Conference (ACM MM'18), 402–410, 2018
4222018
Federated Learning: Privacy and Incentive
Q Yang, L Fan, H Yu
Springer, Cham 12500, 282, 2020
414*2020
A survey of zero-shot learning: Settings, methods and applications
W Wang, VW Zheng, H Yu, C Miao
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (2), 13:1–13:19, 2019
3562019
A survey of trust and reputation management systems in wireless communications
H Yu, Z Shen, C Miao, C Leung, D Niyato
Proceedings of the IEEE 98 (10), 1755–1772, 2010
3282010
Threats to federated learning: A survey
L Lyu, H Yu, Q Yang
arXiv preprint arXiv:2003.02133, 2020
2402020
A survey of multi-agent trust management systems
H Yu, Z Shen, C Leung, C Miao, VR Lesser
IEEE Access 1 (1), 35–50, 2013
2292013
Building Ethics into Artificial Intelligence
H Yu, Z Shen, C Miao, C Leung, VR Lesser, Q Yang
The 27th International Joint Conference on Artificial Intelligence (IJCAI'18 …, 2018
1842018
Incentive design for efficient federated learning in mobile networks: A contract theory approach
J Kang, Z Xiong, D Niyato, H Yu, YC Liang, DI Kim
2019 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), 1–5, 2019
1702019
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
Y Liu, A Huang, Y Luo, H Huang, Y Liu, Y Chen, L Feng, T Chen, H Yu, ...
The 32nd Annual Conference on Innovative Applications of AI (IAAI-20), 13172 …, 2020
1522020
Deep Model for Dropout Prediction in MOOCs
W Wang, H Yu, C Miao
The 2nd International Conference on Crowd Science and Engineering (ICCSE'17 …, 2017
1372017
Towards fair and privacy-preserving federated deep models
L Lyu, J Yu, K Nandakumar, Y Li, X Ma, J Jin, H Yu, KS Ng
IEEE Transactions on Parallel and Distributed Systems (TPDS) 31 (11), 2524–2541, 2020
1362020
Towards a trust aware cognitive radio architecture
T Qin, H Yu, C Leung, Z Shen, C Miao
ACM SIGMOBILE Mobile Computing and Communications Review 13 (2), 86–95, 2009
1342009
Towards personalized federated learning
AZ Tan, H Yu, L Cui, Q Yang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), doi:10 …, 2022
1332022
Transfer learning with dynamic distribution adaptation
J Wang, Y Chen, W Feng, H Yu, M Huang, Q Yang
ACM Transactions on Intelligent Systems and Technology (TIST) 11 (1), 6:1–6:25, 2020
1232020
A Fairness-aware Incentive Scheme for Federated Learning
H Yu, Z Liu, Y Liu, T Chen, M Cong, X Weng, D Niyato, Q Yang
The 3rd AAAI/ACM Conference on AI, Ethics, and Society (AIES-20), 393–399, 2020
1192020
Easy Transfer Learning by Exploiting Intra-domain Structures
J Wang, Y Chen, H Yu, M Huang, Q Yang
The 2019 IEEE International Conference on Multimedia and Expo (ICME'19), 2019
1082019
Privacy and robustness in federated learning: Attacks and defenses
L Lyu, H Yu, X Ma, C Chen, L Sun, J Zhao, Q Yang, PS Yu
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), doi:10 …, 2022
962022
A Fuzzy Logic Based Reputation Model Against Unfair Ratings
S Liu, H Yu, C Miao, AC Kot
The 12th International Conference on Autonomous Agents and Multi-Agent …, 2013
832013
From Internet of Things to Internet of Agents
H Yu, Z Shen, C Leung
The 2013 IEEE International Conference on Internet of Things (iThings 2013 …, 2013
792013
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Articles 1–20