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Feng-Lei Fan (范凤磊) - PhD, Rensselaer Polytechnic Institute
Feng-Lei Fan (范凤磊) - PhD, Rensselaer Polytechnic Institute
Research Assistant Professor, The Chinese University of Hong Kong
Verified email at math.cuhk.edu.hk - Homepage
Title
Cited by
Cited by
Year
On interpretability of artificial neural networks: A survey
FL Fan, J Xiong, M Li, G Wang
IEEE Transactions on Radiation and Plasma Medical Sciences 5 (6), 741-760, 2021
347*2021
Quadratic autoencoder (Q-AE) for low-dose CT denoising
F Fan, H Shan, MK Kalra, R Singh, G Qian, M Getzin, Y Teng, J Hahn, ...
IEEE transactions on medical imaging 39 (6), 2035-2050, 2019
1032019
CTformer: convolution-free Token2Token dilated vision transformer for low-dose CT denoising
D Wang, F Fan, Z Wu, R Liu, F Wang, H Yu
Physics in Medicine & Biology 68 (6), 065012, 2023
94*2023
Universal approximation with quadratic deep networks
F Fan, J Xiong, G Wang
Neural Networks 124, 383-392, 2020
612020
Noise suppression with similarity-based self-supervised deep learning
C Niu, M Li, F Fan, W Wu, X Guo, Q Lyu, G Wang
IEEE Transactions on Medical Imaging, 2022
60*2022
A new type of neurons for machine learning
F Fan, W Cong, G Wang
International journal for numerical methods in biomedical engineering 34 (2 …, 2018
572018
Generalized backpropagation algorithm for training second‐order neural networks
F Fan, W Cong, G Wang
International journal for numerical methods in biomedical engineering 34 (5 …, 2018
332018
Learning from pseudo-randomness with an artificial neural network–does god play pseudo-dice?
F Fan, G Wang
IEEE Access 6, 22987-22992, 2018
312018
Fuzzy logic interpretation of quadratic networks
F Fan, G Wang
Neurocomputing 374, 10-21, 2020
30*2020
Soft autoencoder and its wavelet adaptation interpretation
F Fan, M Li, Y Teng, G Wang
IEEE Transactions on Computational Imaging 6, 1245-1257, 2020
232020
On a sparse shortcut topology of artificial neural networks
FL Fan, D Wang, H Guo, Q Zhu, P Yan, G Wang, H Yu
IEEE Transactions on Artificial Intelligence 3 (4), 595-608, 2021
22*2021
Attention-embedded quadratic network (qttention) for effective and interpretable bearing fault diagnosis
JX Liao, HC Dong, ZQ Sun, J Sun, S Zhang, FL Fan
IEEE Transactions on Instrumentation and Measurement 72, 1-13, 2023
192023
On Expressivity and Trainability of Quadratic Networks
F Fan, M Li, F Wang, R Lai, G Wang
IEEE Transactions on Neural Networks and Learning Systems, 2023
172023
Quasi-Equivalence between Width and Depth of Neural Networks
F Fan, R Lai, G Wang
Journal of Machine Learning Research 24 (183), 1-22, 2023
17*2023
Low-Dimensional Manifold-Constrained Disentanglement Network for Metal Artifact Reduction
C Niu, W Cong, FL Fan, H Shan, M Li, J Liang, G Wang
IEEE Transactions on Radiation and Plasma Medical Sciences 6 (6), 656-666, 2021
172021
Neural network gaussian processes by increasing depth
S Zhang, F Wang, F Fan
IEEE Transactions on Neural Networks and Learning Systems, 2022
92022
Quadratic neural networks for CT metal artifact reduction
F Fan, H Shan, L Gjesteby, G Wang
Developments in X-Ray Tomography XII 11113, 195-201, 2019
72019
One neuron saved is one neuron earned: On parametric efficiency of quadratic networks
FL Fan, HC Dong, Z Wu, L Ruan, T Zeng, Y Cui, JX Liao
arXiv preprint arXiv:2303.06316, 2023
52023
Manifoldron: Direct space partition via manifold discovery
D Wang, FL Fan, BJ Hou, H Zhang, Z Jia, B Zhou, R Lai, H Yu, F Wang
arXiv preprint arXiv:2201.05279, 2022
52022
An extending result on spectral radius of bipartite graphs
YJ Cheng, F Fan, C Weng
Taiwanese Journal of Mathematics 22 (2), 263-274, 2018
52018
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