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Lei Cheng (程磊)
Lei Cheng (程磊)
Assistant Professor (ZJU Young Professor), Zhejiang University
Verified email at eee.hku.hk
Title
Cited by
Cited by
Year
Rethinking Bayesian learning for data analysis: The art of prior and inference in sparsity-aware modeling
L Cheng, F Yin, S Theodoridis, S Chatzis, TH Chang
IEEE Signal Processing Magazine 39 (6), 18-52, 2022
742022
Subspace identification for DOA estimation in massive/full-dimension MIMO systems: Bad data mitigation and automatic source enumeration
L Cheng, YC Wu, J Zhang, L Liu
IEEE Transactions on Signal Processing 63 (22), 5897-5909, 2015
642015
Probabilistic tensor canonical polyadic decomposition with orthogonal factors
L Cheng, YC Wu, HV Poor
IEEE Transactions on Signal Processing 65 (3), 663-676, 2016
612016
SSRCNN: A semi-supervised learning framework for signal recognition
Y Dong, X Jiang, L Cheng, Q Shi
IEEE Transactions on Cognitive Communications and Networking 7 (3), 780-789, 2021
382021
Learning nonnegative factors from tensor data: Probabilistic modeling and inference algorithm
L Cheng, X Tong, S Wang, YC Wu, HV Poor
IEEE Transactions on Signal Processing 68, 1792-1806, 2020
332020
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using The Generalized Hyperbolic Prior
L Cheng, Z Chen, Q Shi, YC Wu, S Theodoridis
IEEE Transactions on Signal Processing, https://arxiv.org/abs/2009.02472, 2022
30*2022
Fully distributed clock synchronization in wireless sensor networks under exponential delays
B Luo, L Cheng, YC Wu
Signal Processing 125, 261-273, 2016
282016
ALSA: adversarial learning of supervised attentions for visual question answering
Y Liu, X Zhang, Z Zhao, B Zhang, L Cheng, Z Li
IEEE transactions on cybernetics 52 (6), 4520-4533, 2020
262020
Adversarial learning with multi-modal attention for visual question answering
Y Liu, X Zhang, F Huang, L Cheng, Z Li
IEEE transactions on neural networks and learning systems 32 (9), 3894-3908, 2020
262020
Scaling probabilistic tensor canonical polyadic decomposition to massive data
L Cheng, YC Wu, HV Poor
IEEE Transactions on Signal Processing 66 (21), 5534-5548, 2018
252018
Tensor Decomposition-Based Channel Estimation for Hybrid mmWave Massive MIMO in High-Mobility Scenarios
R Zhang, L Cheng*, S Wang, Y Lou, W Wu, DWK Ng
IEEE Transactions on Communications, 2022
242022
Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation
P Liu, J Jiang, G Zhu, L Cheng, W Jiang, W Luo, Y Du, Z Wang
Frontiers of Information Technology & Electronic Engineering 23 (8), 1247-1263, 2022
222022
Reconfigurable intelligent surface-aided 6G massive access: Coupled tensor modeling and sparse Bayesian learning
X Shao, L Cheng, X Chen, C Huang, DWK Ng
IEEE Transactions on Wireless Communications 21 (12), 10145-10161, 2022
222022
Irregular array manifold aided channel estimation in massive MIMO communications
L Cheng, C Xing, YC Wu
IEEE Journal of Selected Topics in Signal Processing 13 (5), 974-988, 2019
202019
Towards overfitting avoidance: Tuning-free tensor-aided multi-user channel estimation for 3D massive MIMO communications
L Cheng, Q Shi
IEEE Journal of Selected Topics in Signal Processing 15 (3), 832-846, 2021
182021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation
B Zhang, X Zhang, Y Liu, L Cheng, Z Li
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
142021
Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and Inference
L Xu, L Cheng*, N Wong, YC Wu
2021 IEEE International Conference on Data Mining (ICDM), 1439-1444, 2021
132021
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search
C Zhang, X Yuan, Q Zhang, G Zhu, L Cheng*, N Zhang
IEEE Internet of Things Journal, 2022
122022
On the complexity reduction of beam selection algorithms for beamspace MIMO systems
Q Zhang, X Li, BY Wu, L Cheng, Y Gao
IEEE wireless communications letters 10 (7), 1439-1443, 2021
112021
Tensor-based basis function learning for three-dimensional sound speed fields
L Cheng, X Ji, H Zhao, J Li, W Xu
The Journal of the Acoustical Society of America 151 (1), 269-285, 2022
102022
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Articles 1–20