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 | 697 | 2018 |
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 | 388 | 2017 |
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 | 86 | 2019 |
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 | 84 | 2019 |
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 | 78 | 2020 |
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 | 70 | 2020 |
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 | 31 | 2018 |
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 | 29 | 2017 |
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 | 28 | 2022 |
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 | 17 | 2021 |
On the divergence of decentralized nonconvex optimization M Hong, S Zeng, J Zhang, H Sun SIAM Journal on Optimization 32 (4), 2879-2908, 2022 | 10 | 2022 |
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 | 10 | 2019 |
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 | 8 | 2021 |