Feng-Lei Fan - RankMe

38 papers Journal 37Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Big2Small: A Unifying Neural Network Framework for Model Compression. CoRR Jing-Xiao Liao, Haoran Wang, Tao Li, Daoming Lyu, Yi Zhang, Chengjun Cai, Feng-Lei Fan
2026	J	`jnl`	Causality-Informed Neural Networks for Regularized Learning in Regression Problems. IEEE Trans. Syst. Man Cybern. Syst. Xiaoge Zhang, Tao Wang, Xiao-Lin Wang, Feng-Lei Fan, Yiu-ming Cheung, Indranil Bose
2026	J	`jnl`	On Expressivity of Height in Neural Networks. IEEE Trans. Artif. Intell. Feng-Lei Fan, Ze-Yu Li, Huan Xiong, Tieyong Zeng
2025	J	`jnl`	COLI: A Hierarchical Efficient Compressor for Large Images. CoRR Haoran Wang, Hanyu Pei, Yang Lyu, Kai Zhang, Li Li, Feng-Lei Fan
2025	J	`jnl`	Compress Any Segment Anything Model (SAM). CoRR Juntong Fan, Zhiwei Hao, Jianqiang Shen, Shang-Ling Jui, Yi Zhang, Jing-Xiao Liao, Feng-Lei Fan
2025	J	`jnl`	Depth-induced NTK: Bridging Over-parameterized Neural Networks and Deep Neural Kernels. CoRR Yong-Ming Tian, Shuang Liang, Shao-Qun Zhang, Feng-Lei Fan
2025	J	`jnl`	Dimensionality and dynamics for next-generation artificial neural networks. Patterns Ge Wang, Feng-Lei Fan
2025	J	`jnl`	Don't fear peculiar activation functions: EUAF and beyond. Neural Networks Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, Hengtao Guo, Tieyong Zeng, Feng-Lei Fan
2025	J	`jnl`	EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics Xiao-Cong Zhong, Qisong Wang, Dan Liu, Zhihuang Chen, Jing-Xiao Liao, Jinwei Sun, Yu-Dong Zhang, Feng-Lei Fan
2025	J	`jnl`	Manifoldron: Direct Space Partition via Manifold Discovery. IEEE Trans. Neural Networks Learn. Syst. Dayang Wang, Feng-Lei Fan, Bojian Hou, Hao Zhang, Zhen Jia, Boce Zhang, Rongjie Lai, Hengyong Yu, Fei Wang
2025	J	`jnl`	NeuronSeek: On Stability and Expressivity of Task-driven Neurons. CoRR Hanyu Pei, Jing-Xiao Liao, Qibin Zhao, Ting Gao, Shijun Zhang, Xiaoge Zhang, Feng-Lei Fan
2025	J	`jnl`	On Expressivity and Trainability of Quadratic Networks. IEEE Trans. Neural Networks Learn. Syst. Feng-Lei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang
2025	J	`jnl`	One Neuron Saved is One Neuron Earned: On Parametric Efficiency of Quadratic Networks. IEEE Trans. Pattern Anal. Mach. Intell. Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao
2025	J	`jnl`	Quadratic graph attention network (Q-GAT) for robust construction of gene regulatory network. Neurocomputing Hui Zhang, Xuexin An, Qiang He, Yudong Yao, Eugene Yu-Dong Zhang, Feng-Lei Fan, Yueyang Teng
2024	—	`conf`	ACTIVE: A Deep Network for Sperm and Impurity Detection in Microscopic Videos. BIBM Ao Chen, Feng-Lei Fan, Jinghua Zhang, Md Mamunur Rahaman, Rui Li, Tao Jiang, Tieyong Zeng, Marcin Grzegorzek, Chen Li
2024	J	`jnl`	BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. IEEE Trans. Instrum. Meas. Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
2024	J	`jnl`	Don't Fear Peculiar Activation Functions: EUAF and Beyond. CoRR Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, Hengtao Guo, Feng-Lei Fan, Tieyong Zeng
2024	J	`jnl`	Neural Network Gaussian Processes by Increasing Depth. IEEE Trans. Neural Networks Learn. Syst. Shao-Qun Zhang, Fei Wang, Feng-Lei Fan
2024	J	`jnl`	No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks. CoRR Feng-Lei Fan, Meng Wang, Hang-Cheng Dong, Jianwei Ma, Tieyong Zeng
2024	J	`jnl`	Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection. IEEE Trans. Artif. Intell. Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2024	J	`jnl`	Retinal Vessel Segmentation via Neuron Programming. CoRR Tingting Wu, Ruyi Min, Peixuan Song, Hengtao Guo, Tieyong Zeng, Feng-Lei Fan
2024	J	`jnl`	Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework. IEEE Trans. Neural Networks Learn. Syst. Tingting Wu, Wenna Wu, Ying Yang, Feng-Lei Fan, Tieyong Zeng
2024	J	`jnl`	Spatial-Frequency Discriminability for Revealing Adversarial Perturbations. IEEE Trans. Circuits Syst. Video Technol. Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Rushi Lan, Xiaochun Cao, Feng-Lei Fan
2023	J	`jnl`	ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos. CoRR Ao Chen, Jinghua Zhang, Md Mamunur Rahaman, Hongzan Sun, Tieyong Zeng, Marcin Grzegorzek, Feng-Lei Fan, Chen Li
2023	J	`jnl`	Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. Jing-Xiao Liao, Hangcheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2023	J	`jnl`	BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. CoRR Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
2023	J	`jnl`	Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance. CoRR Yiming Cui, Lecheng Ruan, Hang-Cheng Dong, Qiang Li, Zhongming Wu, Tieyong Zeng, Feng-Lei Fan
2023	J	`jnl`	Deep ReLU Networks Have Surprisingly Simple Polytopes. CoRR Feng-Lei Fan, Wei Huang, Xiangru Zhong, Lecheng Ruan, Tieyong Zeng, Huan Xiong, Fei Wang
2023	J	`jnl`	One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks. CoRR Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao
2023	J	`jnl`	Rethink Depth Separation with Intra-layer Links. CoRR Feng-Lei Fan, Zeyu Li, Huan Xiong, Tieyong Zeng
2023	J	`jnl`	Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks. CoRR Feng-Lei Fan, Yingxin Li, Hanchuan Peng, Tieyong Zeng, Fei Wang
2023	J	`jnl`	VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation. CoRR Tingting Wu, Zhiyan Du, Zhi Li, Feng-Lei Fan, Tieyong Zeng
2022	J	`jnl`	Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. CoRR Jing-Xiao Liao, Hang-Cheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2022	J	`jnl`	Heterogeneous Autoencoder Empowered by Quadratic Neurons. CoRR Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Jianwei Ma, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2022	J	`jnl`	Manifoldron: Direct Space Partition via Manifold Discovery. CoRR Dayang Wang, Feng-Lei Fan, Bojian Hou, Hao Zhang, Rongjie Lai, Hengyong Yu, Fei Wang
2022	J	`jnl`	On a Sparse Shortcut Topology of Artificial Neural Networks. IEEE Trans. Artif. Intell. Feng-Lei Fan, Dayang Wang, Hengtao Guo, Qikui Zhu, Pingkun Yan, Ge Wang, Hengyong Yu
2022	J	`jnl`	Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework. CoRR Tingting Wu, Wenna Wu, Ying Yang, Feng-Lei Fan, Tieyong Zeng
2021	J	`jnl`	Neural Network Gaussian Processes by Increasing Depth. CoRR Shao-Qun Zhang, Feng-Lei Fan