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2020 – today
- 2025
[j38]Hui Zhang, Xuexin An, Qiang He, Yudong Yao, Eugene Yu-Dong Zhang
, Feng-Lei Fan, Yueyang Teng:
Quadratic graph attention network (Q-GAT) for robust construction of gene regulatory network. Neurocomputing 631: 129635 (2025)- [j37]Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, Hengtao Guo, Tieyong Zeng, Feng-Lei Fan:
Don't fear peculiar activation functions: EUAF and beyond. Neural Networks 186: 107258 (2025) - [j36]Xiao-Cong Zhong, Qisong Wang, Dan Liu, Zhihuang Chen, Jing-Xiao Liao, Jinwei Sun, Yu-Dong Zhang, Feng-Lei Fan:
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics 29(4): 2484-2495 (2025) - [j35]Zhongzhou Zhang, Yingyu Chen, Hui Yu, Zhiwen Wang, Shanshan Wang, Fenglei Fan, Hongming Shan, Yi Zhang:
UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation. IEEE Trans. Medical Imaging 44(5): 1988-2001 (2025) - [j34]Feng-Lei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang:
On Expressivity and Trainability of Quadratic Networks. IEEE Trans. Neural Networks Learn. Syst. 36(1): 1228-1242 (2025) - [c6]Shuren Qi, Fei Wang, Tieyong Zeng, Fenglei Fan:
Rethink Deep Learning with Invariance in Data Representation. WWW (Companion Volume) 2025: 45-48 - 2024
- [j33]Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection. IEEE Trans. Artif. Intell. 5(9): 4723-4737 (2024) - [j32]Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Rushi Lan, Xiaochun Cao, Feng-Lei Fan:
Spatial-Frequency Discriminability for Revealing Adversarial Perturbations. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12608-12623 (2024) - [j31]Sai Wang, Fenglei Fan:
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, 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. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j29]Shao-Qun Zhang, Fei Wang, Feng-Lei Fan:
Neural Network Gaussian Processes by Increasing Depth. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2881-2886 (2024) - [j28]Tingting Wu, Wenna Wu, Ying Yang, Feng-Lei Fan, Tieyong Zeng:
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14559-14572 (2024) - [c5]Ao Chen, Feng-Lei Fan, Jinghua Zhang, Md Mamunur Rahaman, Rui Li, Tao Jiang, Tieyong Zeng, Marcin Grzegorzek, Chen Li:
ACTIVE: A Deep Network for Sperm and Impurity Detection in Microscopic Videos. BIBM 2024: 5247-5256 - [c4]Zelin Zhao, Fenglei Fan, Wenlong Liao, Junchi Yan:
Grounding and Enhancing Grid-based Models for Neural Fields. CVPR 2024: 19425-19435 - [i35]Zelin Zhao, Fenglei Fan, Wenlong Liao, Junchi Yan:
Grounding and Enhancing Grid-based Models for Neural Fields. CoRR abs/2403.20002 (2024) - [i34]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) - [i33]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) - [i32]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) - [i31]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) - [i30]Tingting Wu, Ruyi Min, Peixuan Song, Hengtao Guo, Tieyong Zeng, Feng-Lei Fan:
Retinal Vessel Segmentation via Neuron Programming. CoRR abs/2411.11110 (2024) - [i29]Shuren Qi, Fei Wang, Tieyong Zeng, Fenglei Fan:
Rethink Deep Learning with Invariance in Data Representation. CoRR abs/2412.04858 (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, Fenglei Fan:
Thangka Hyperspectral Image Super-Resolution Based on a Spatial-Spectral Integration Network. Remote. Sens. 15(14): 3603 (2023) - [j25]Jing-Xiao Liao, Hangcheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j24]Chuang Niu, Mengzhou Li, Fenglei Fan, Weiwen Wu, Xiaodong Guo, Qing Lyu, Ge Wang:
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, Fenglei Fan:
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, Dayang Wang, Hengtao Guo, Qikui Zhu, Pingkun Yan, Ge Wang, Hengyong Yu:
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, Fenglei Fan:
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, Shanshan Feng, Yongdong Zhang, Fenglei Fan:
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, Caige Sun, Fenglei Fan:
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, Fenglei Fan:
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, Fenglei Fan:
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, Ge Wang:
Fuzzy logic interpretation of quadratic networks. Neurocomputing 374: 10-21 (2020) - [j14]Yueyang Teng, Shouliang Qi, Fangfang Han, Yudong Yao, Fenglei Fan, Qing Lyu, Ge Wang:
A framework for least squares nonnegative matrix factorizations with Tikhonov regularization. Neurocomputing 387: 78-90 (2020) - [j13]Fenglei Fan, Jinjun Xiong, Ge Wang:
Universal approximation with quadratic deep networks. Neural Networks 124: 383-392 (2020) - [j12]Fenglei Fan, Mengzhou Li, Yueyang Teng, Ge Wang:
Soft Autoencoder and Its Wavelet Adaptation Interpretation. IEEE Trans. Computational Imaging 6: 1245-1257 (2020) - [j11]Fenglei Fan, Hongming Shan, Mannudeep K. Kalra, Ramandeep Singh, Guhan Qian, Matthew Getzin, Yueyang Teng, Juergen Hahn, Ge Wang:
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, Kristen A. Wangerin, Scott D. Wollenweber, Craig K. Abbey, Paul E. Kinahan:
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, Yudong Yao, Shouliang Qi, Chen Li, Lisheng Xu, Wei Qian, Fenglei Fan, Ge Wang:
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, Fenglei Fan:
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, Ge Wang:
Learning From Pseudo-Randomness With an Artificial Neural Network-Does God Play Pseudo-Dice? IEEE Access 6: 22987-22992 (2018) - [j6]Fenglei Fan, Runping Liu:
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, Yingbin Deng:
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, Yingbin Deng, Xuefei Hu, Qihao Weng:
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, Renrong Chen:
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, Yunpeng Wang:
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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