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William Cui
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Year
Spatial deep learning for wireless scheduling
W Cui, K Shen, W Yu
IEEE Journal on Selected Areas in Communications 37 (6), 1248-1261, 2019
2702019
Optimizing coflow completion times with utility max-min fairness
L Chen, W Cui, B Li, B Li
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016
752016
Active Sensing for Communications by Learning
F Sohrabi, T Jiang, W Cui, W Yu
IEEE Journal on Selected Areas in Communications 40 (6), 1780-1794, 2022
412022
Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer
W Cui, W Yu
IEEE Transactions on Communications 69 (12), 8200-8213, 2021
132021
Deep Learning for Robust Power Control for Wireless Networks
W Cui, K Shen, W Yu
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
122020
A Clustering Approach to Wireless Scheduling
W Cui, W Yu
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
72020
Uncertainty Injection: A Deep Learning Method for Robust Optimization
W Cui, W Yu
IEEE Transactions on Wireless Communications, 2023
42023
Reinforcement Learning with Non-Cumulative Objective
W Cui, W Yu
IEEE Transactions on Machine Learning in Communications and Networking, 2023
32023
Transfer Learning with Input Reconstruction Loss
W Cui, W Yu
GLOBECOM 2022-2022 IEEE Global Communications Conference, 615-620, 2022
22022
Scalable Reinforcement Learning For Routing In Ad-Hoc Networks Based On Physical-Layer Attributes
W Cui, W Yu
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
22021
Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation
W Cui, R Hosseinzadeh, J Ma, T Wu, Y Sui, K Golestan
arXiv preprint arXiv:2404.17489, 2024
2024
Transfer Learning with Reconstruction Loss
W Cui, W Yu
IEEE Transactions on Machine Learning in Communications and Networking, 2024
2024
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Articles 1–12