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Title
Cited by
Cited by
Year
Learning to optimize: Training deep neural networks for interference management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
IEEE Transactions on Signal Processing 66 (20), 5438-5453, 2018
4142018
Learning to optimize: Training deep neural networks for wireless resource management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
2017 IEEE 18th International Workshop on Signal Processing Advances in …, 2017
2842017
Distributed non-convex first-order optimization and information processing: Lower complexity bounds and rate optimal algorithms
H Sun, M Hong
IEEE Transactions on Signal processing 67 (22), 5912-5928, 2019
492019
GNSD: A gradient-tracking based nonconvex stochastic algorithm for decentralized optimization
S Lu, X Zhang, H Sun, M Hong
2019 IEEE Data Science Workshop (DSW), 315-321, 2019
432019
Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking
H Sun, S Lu, M Hong
International Conference on Machine Learning, 9217-9228, 2020
352020
Distributed training with heterogeneous data: Bridging median-and mean-based algorithms
X Chen, T Chen, H Sun, SZ Wu, M Hong
Advances in Neural Information Processing Systems 33, 2020
332020
Inexact block coordinate descent methods for symmetric nonnegative matrix factorization
Q Shi, H Sun, S Lu, M Hong, M Razaviyayn
IEEE Transactions on Signal Processing 65 (22), 5995-6008, 2017
242017
Limited feedback double directional massive MIMO channel estimation: From low-rank modeling to deep learning
H Sun, Z Zhao, X Fu, M Hong
2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018
232018
Learning to continuously optimize wireless resource in episodically dynamic environment
H Sun, W Pu, M Zhu, X Fu, TH Chang, M Hong
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
112021
To supervise or not to supervise: How to effectively learn wireless interference management models?
B Song, H Sun, W Pu, S Liu, M Hong
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
72021
Deep Learning Based Preamble Detection and TOA Estimation
H Sun, AO Kaya, M Macdonald, H Viswanathan, M Hong
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
62019
On the Divergence of Decentralized Non-Convex Optimization
M Hong, S Zeng, J Zhang, H Sun
arXiv preprint arXiv:2006.11662, 2020
32020
Learning to continuously optimize wireless resource in a dynamic environment: A bilevel optimization perspective
H Sun, W Pu, X Fu, TH Chang, M Hong
IEEE Transactions on Signal Processing 70, 1900-1917, 2022
22022
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