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Fenglei Fan
Feng-Lei Fan
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2020 – today
- 2024
- [j32]Jing-Xiao Liao
, Bojian Hou
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection. IEEE Trans. Artif. Intell. 5(9): 4723-4737 (2024) - [j31]Sai Wang
STINet: Vegetation Changes Reconstruction Through a Transformer-Based Spatiotemporal Fusion Approach in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j30]Jing-Xiao Liao
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j29]Shao-Qun Zhang
Neural Network Gaussian Processes by Increasing Depth. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2881-2886 (2024) - [j28]Tingting Wu
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14559-14572 (2024) - [c4]Zelin Zhao, Fenglei Fan, Wenlong Liao, Junchi Yan:
Grounding and Enhancing Grid-based Models for Neural Fields. CVPR 2024: 19425-19435 - [i33]Zelin Zhao, Fenglei Fan, Wenlong Liao, Junchi Yan:
Grounding and Enhancing Grid-based Models for Neural Fields. CoRR abs/2403.20002 (2024) - [i32]Feng-Lei Fan, Meng Wang, Hang-Cheng Dong, Jianwei Ma, Tieyong Zeng:
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks. CoRR abs/2405.02369 (2024) - [i31]Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, Hengtao Guo, Feng-Lei Fan, Tieyong Zeng:
Don't Fear Peculiar Activation Functions: EUAF and Beyond. CoRR abs/2407.09580 (2024) - [i30]Fenglei Fan, Juntong Fan, Dayang Wang, Jingbo Zhang, Zelin Dong, Shijun Zhang, Ge Wang, Tieyong Zeng:
Hyper-Compression: Model Compression via Hyperfunction. CoRR abs/2409.00592 (2024) - [i29]Yanrui Du, Sendong Zhao, Jiawei Cao, Ming Ma, Danyang Zhao, Fenglei Fan, Ting Liu, Bing Qin:
Towards Secure Tuning: Mitigating Security Risks Arising from Benign Instruction Fine-Tuning. CoRR abs/2410.04524 (2024) - 2023
- [j27]Fenglei Fan, Rongjie Lai, Ge Wang:
Quasi-Equivalence between Width and Depth of Neural Networks. J. Mach. Learn. Res. 24: 183:1-183:22 (2023) - [j26]Sai Wang
Thangka Hyperspectral Image Super-Resolution Based on a Spatial-Spectral Integration Network. Remote. Sens. 15(14): 3603 (2023) - [j25]Jing-Xiao Liao
Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j24]Chuang Niu
Noise Suppression With Similarity-Based Self-Supervised Deep Learning. IEEE Trans. Medical Imaging 42(6): 1590-1602 (2023) - [i28]Ao Chen, Jinghua Zhang, Md Mamunur Rahaman, Hongzan Sun, Tieyong Zeng, Marcin Grzegorzek, Feng-Lei Fan, Chen Li:
ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos. CoRR abs/2301.06002 (2023) - [i27]Feng-Lei Fan, Yingxin Li, Hanchuan Peng, Tieyong Zeng, Fei Wang:
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks. CoRR abs/2301.09245 (2023) - [i26]Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao:
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks. CoRR abs/2303.06316 (2023) - [i25]Hui Zhang, Xuexin An, Qiang He, Yudong Yao, Fenglei Fan, Yueyang Teng:
Quadratic Graph Attention Network (Q-GAT) for Robust Construction of Gene Regulatory Networks. CoRR abs/2303.14193 (2023) - [i24]Feng-Lei Fan, Zeyu Li, Huan Xiong, Tieyong Zeng:
Rethink Depth Separation with Intra-layer Links. CoRR abs/2305.07037 (2023) - [i23]Yiming Cui, Lecheng Ruan, Hang-Cheng Dong, Qiang Li, Zhongming Wu, Tieyong Zeng, Feng-Lei Fan:
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance. CoRR abs/2305.07814 (2023) - [i22]Feng-Lei Fan, Wei Huang, Xiangru Zhong, Lecheng Ruan, Tieyong Zeng, Huan Xiong, Fei Wang:
Deep ReLU Networks Have Surprisingly Simple Polytopes. CoRR abs/2305.09145 (2023) - [i21]Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan:
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. CoRR abs/2307.16363 (2023) - [i20]Tingting Wu, Zhiyan Du, Zhi Li, Feng-Lei Fan, Tieyong Zeng:
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation. CoRR abs/2310.19477 (2023) - [i19]Xiaoge Zhang, Xiao-Lin Wang, Fenglei Fan, Yiu-Ming Cheung, Indranil Bose:
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge. CoRR abs/2311.17303 (2023) - 2022
- [j23]Shanshan Feng
Developing an Enhanced Ecological Evaluation Index (EEEI) Based on Remotely Sensed Data and Assessing Spatiotemporal Ecological Quality in Guangdong-Hong Kong-Macau Greater Bay Area, China. Remote. Sens. 14(12): 2852 (2022) - [j22]Sishi Wang, Xin Tan, Fenglei Fan
Landscape Ecological Risk Assessment and Impact Factor Analysis of the Qinghai-Tibetan Plateau. Remote. Sens. 14(19): 4726 (2022) - [j21]Feng-Lei Fan
On a Sparse Shortcut Topology of Artificial Neural Networks. IEEE Trans. Artif. Intell. 3(4): 595-608 (2022) - [i18]Dayang Wang, Feng-Lei Fan, Bojian Hou, Hao Zhang, Rongjie Lai, Hengyong Yu, Fei Wang:
Manifoldron: Direct Space Partition via Manifold Discovery. CoRR abs/2201.05279 (2022) - [i17]Dayang Wang, Fenglei Fan, Zhan Wu, Rui Liu, Fei Wang, Hengyong Yu:
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising. CoRR abs/2202.13517 (2022) - [i16]Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Jianwei Ma, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Heterogeneous Autoencoder Empowered by Quadratic Neurons. CoRR abs/2204.01707 (2022) - [i15]Jing-Xiao Liao, Hang-Cheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. CoRR abs/2206.00390 (2022) - [i14]Tingting Wu, Wenna Wu, Ying Yang, Feng-Lei Fan, Tieyong Zeng:
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework. CoRR abs/2210.05436 (2022) - 2021
- [j20]Shanshan Feng
Impervious surface extraction based on different methods from multiple spatial resolution images: a comprehensive comparison. Int. J. Digit. Earth 14(9): 1148-1174 (2021) - [j19]Ting Peng, Caige Sun
Temporal and Spatial Variation of Anthropogenic Heat in the Central Urban Area: A Case Study of Guangzhou, China. ISPRS Int. J. Geo Inf. 10(3): 160 (2021) - [j18]Linlin Wu
Estimating the Characteristic Spatiotemporal Variation in Habitat Quality Using the InVEST Model - A Case Study from Guangdong-Hong Kong-Macao Greater Bay Area. Remote. Sens. 13(5): 1008 (2021) - [j17]Sai Wang
Analysis of the Response of Long-Term Vegetation Dynamics to Climate Variability Using the Pruned Exact Linear Time (PELT) Method and Disturbance Lag Model (DLM) Based on Remote Sensing Data: A Case Study in Guangdong Province (China). Remote. Sens. 13(10): 1873 (2021) - [j16]Shanshan Feng
Analyzing the Effect of the Spectral Interference of Mixed Pixels Using Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1434-1446 (2021) - [i13]Shao-Qun Zhang, Feng-Lei Fan:
Neural Network Gaussian Processes by Increasing Depth. CoRR abs/2108.12862 (2021) - [i12]Fenglei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang:
Expressivity and Trainability of Quadratic Networks. CoRR abs/2110.06081 (2021) - 2020
- [j15]Fenglei Fan
Fuzzy logic interpretation of quadratic networks. Neurocomputing 374: 10-21 (2020) - [j14]Yueyang Teng
A framework for least squares nonnegative matrix factorizations with Tikhonov regularization. Neurocomputing 387: 78-90 (2020) - [j13]Fenglei Fan
Universal approximation with quadratic deep networks. Neural Networks 124: 383-392 (2020) - [j12]Fenglei Fan
Soft Autoencoder and Its Wavelet Adaptation Interpretation. IEEE Trans. Computational Imaging 6: 1245-1257 (2020) - [j11]Fenglei Fan
Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising. IEEE Trans. Medical Imaging 39(6): 2035-2050 (2020) - [c3]Fenglei Fan, Sangtae Ahn, Bruno De Man
Deep learning-based model observers that replicate human observers for PET imaging. Image Perception, Observer Performance, and Technology Assessment 2020: 113160E - [i11]Fenglei Fan, Jinjun Xiong, Ge Wang
On Interpretability of Artificial Neural Networks. CoRR abs/2001.02522 (2020) - [i10]Fenglei Fan, Ge Wang
Duality of Width and Depth of Neural Networks. CoRR abs/2002.02515 (2020) - [i9]Chuang Niu, Wenxiang Cong, Fenglei Fan, Hongming Shan, Mengzhou Li, Jimin Liang, Ge Wang:
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction. CoRR abs/2007.03882 (2020)
2010 – 2019
- 2019
- [j10]Yueyang Teng
A novel framework for the NMF methods with experiments to unmixing signals and feature representation. J. Comput. Appl. Math. 362: 205-218 (2019) - [j9]Yueyang Teng, Yichao Liu, Jinliang Yang, Chen Li, Shouliang Qi, Yan Kang, Fenglei Fan, Ge Wang
Graph Regularized Sparse Autoencoders with Nonnegativity Constraints. Neural Process. Lett. 50(1): 247-262 (2019) - [j8]Shanshan Feng
A Hierarchical Extraction Method of Impervious Surface Based on NDVI Thresholding Integrated With Multispectral and High-Resolution Remote Sensing Imageries. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(5): 1461-1470 (2019) - [i8]Fenglei Fan, Hongming Shan, Ge Wang:
Quadratic Autoencoder for Low-Dose CT Denoising. CoRR abs/1901.05593 (2019) - 2018
- [j7]Fenglei Fan
Learning From Pseudo-Randomness With an Artificial Neural Network-Does God Play Pseudo-Dice? IEEE Access 6: 22987-22992 (2018) - [j6]Fenglei Fan
Exploration of spatial and temporal characteristics of PM2.5 concentration in Guangzhou, China using wavelet analysis and modified land use regression model. Geo spatial Inf. Sci. 21(4): 311-321 (2018) - [i7]Fenglei Fan, Ge Wang
Learning from Pseudo-Randomness With an Artificial Neural Network - Does God Play Pseudo-Dice? CoRR abs/1801.01117 (2018) - [i6]Fenglei Fan, Hongming Shan, Ge Wang:
Shamap: Shape-based Manifold Learning. CoRR abs/1802.05386 (2018) - [i5]Fenglei Fan, Ge Wang
Fuzzy Logic Interpretation of Artificial Neural Networks. CoRR abs/1807.03215 (2018) - [i4]Fenglei Fan, Ge Wang
Universal Approximation with Quadratic Deep Networks. CoRR abs/1808.00098 (2018) - [i3]Fenglei Fan, Dayang Wang, Ge Wang:
Universal Approximation by a Slim Network with Sparse Shortcut Connections. CoRR abs/1811.09003 (2018) - 2017
- [i2]Fenglei Fan, Wenxiang Cong, Ge Wang:
A New Type of Neurons for Machine Learning. CoRR abs/1704.08362 (2017) - [i1]Fenglei Fan, Wenxiang Cong, Ge Wang:
General Backpropagation Algorithm for Training Second-order Neural Networks. CoRR abs/1708.06243 (2017) - 2015
- [j5]Fenglei Fan, Yingbin Deng:
Corrigendum to "Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters" [Int. J. Appl. Earth Observ. Geoinf. 33(2014) 290-301]. Int. J. Appl. Earth Obs. Geoinformation 36: 103-105 (2015) - 2014
- [j4]Fenglei Fan
Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters. Int. J. Appl. Earth Obs. Geoinformation 33: 290-301 (2014) - 2013
- [j3]Fenglei Fan
Estimating Composite Curve Number Using an Improved SCS-CN Method with Remotely Sensed Variables in Guangzhou, China. Remote. Sens. 5(3): 1425-1438 (2013) - 2012
- [j2]Yingbin Deng, Fenglei Fan
Extraction and Analysis of Impervious Surfaces Based on a Spectral Un-Mixing Method Using Pearl River Delta of China Landsat TM/ETM+ Imagery from 1998 to 2008. Sensors 12(2): 1846-1862 (2012)
2000 – 2009
- 2009
- [j1]Fenglei Fan, Yunpeng Wang, Maohui Qiu, Zhishi Wang:
Evaluating the Temporal and Spatial Urban Expansion Patterns of Guangzhou from 1979 to 2003 by Remote Sensing and GIS Methods. Int. J. Geogr. Inf. Sci. 23(11): 1371-1388 (2009) - 2005
- [c2]Yunpeng Wang, Fenglei Fan, Jinqu Zhang, Shihua Tang:
Urban-used land change (1998-2003) and its spatial distribution of Shenzhen, China: detected by landsat TM/EMT data. IGARSS 2005: 2339-2342 - [c1]Fenglei Fan
Farmland loss of guangzhou form 1998 to 2003 using landsat TM/ETM data and its economic implications. IGARSS 2005: 2434-2437
Coauthor Index
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