Kai Yang
Kai Yang
JD.com, Inc.
Verified email at shanghaitech.edu.cn - Homepage
Title
Cited by
Cited by
Year
Federated learning via over-the-air computation
K Yang, T Jiang, Y Shi, Z Ding
IEEE Transactions on Wireless Communications 19 (3), 2022-2035, 2020
1982020
Communication-Efficient Edge AI: Algorithms and Systems
Y Shi, K Yang, T Jiang, J Zhang, KB Letaief
IEEE Communications Surveys & Tutorials 22 (4), 2167 - 2191, 2020
342020
Federated learning based on over-the-air computation
K Yang, T Jiang, Y Shi, Z Ding
ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019
242019
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
K Yang, T Fan, T Chen, Y Shi, Q Yang
arXiv preprint arXiv:1912.00513, 2019
182019
Blind demixing for low-latency communication
J Dong, K Yang, Y Shi
IEEE Transactions on Wireless Communications 18 (2), 897-911, 2019
182019
Federated machine learning for intelligent IoT via reconfigurable intelligent surface
K Yang, Y Shi, Y Zhou, Z Yang, L Fu, W Chen
IEEE Network 34 (5), 16-22, 2020
152020
Data shuffling in wireless distributed computing via low-rank optimization
K Yang, Y Shi, Z Ding
IEEE transactions on signal processing 67 (12), 3087-3099, 2019
142019
Reconfigurable intelligent surface for green edge inference
S Hua, Y Zhou, K Yang, Y Shi, K Wang
IEEE Transactions on Green Communications and Networking 5 (2), 964-979, 2021
112021
Energy-efficient processing and robust wireless cooperative transmission for edge inference
K Yang, Y Shi, W Yu, Z Ding
IEEE internet of things journal 7 (10), 9456-9470, 2020
112020
Low-rank matrix completion for mobile edge caching in Fog-RAN via Riemannian optimization
K Yang, Y Shi, Z Ding
2016 IEEE Global Communications Conference (GLOBECOM), 1-6, 2016
102016
Low-rank optimization for data shuffling in wireless distributed computing
K Yang, Y Shi, Z Ding
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
72018
On-device federated learning via second-order optimization with over-the-air computation
S Hua, K Yang, Y Shi
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-5, 2019
62019
Generalized low-rank optimization for topological cooperation in ultra-dense networks
K Yang, Y Shi, Z Ding
IEEE Transactions on Wireless Communications 18 (5), 2539-2552, 2019
62019
Ranking from crowdsourced pairwise comparisons via smoothed matrix manifold optimization
J Dong, K Yang, Y Shi
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 949-956, 2017
32017
Generalized matrix completion for low complexity transceiver processing in cache-aided Fog-RAN via the Burer-Monteiro approach
K Yang, Y Shi, Z Ding
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
22017
Communication-Efficient Edge AI Inference over Wireless Networks
K Yang, Y Zhou, Z Yang, Y Shi
arXiv preprint arXiv:2004.13351, 2020
12020
Deep learning tasks processing in fog-RAN
S Hua, X Yang, K Yang, G Yin, Y Shi, H Wang
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-5, 2019
12019
Pliable data shuffling for on-device distributed learning
T Jiang, K Yang, Y Shi
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
12019
A low-rank approach for interference management in dense wireless networks
K Yang, Y Shi, J Zhang, Z Ding, KB Letaief
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
12016
Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning
X Chen, S Zhou, K Yang, H Fan, Z Feng, Z Chen, H Wang, Y Wang
arXiv preprint arXiv:2105.09540, 2021
2021
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