Fengyu Cong

151 papers A* 3B 7C 6Misc 8Journal 75Unranked 48
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Simple Efficiency Incremental Learning Framework via Vision-Language Model with Nonlinear Multi-Adapters.
CoRR
Haihua Luo, Xuming Ran, Jiangrong Shen, Timo Hämäläinen, Zhonghua Chen, Qi Xu, Fengyu Cong
2026 J jnl
Dual selective gleason pattern-aware multiple instance learning with uncertainty regularization for grade group prediction in histopathology images.
Medical Image Anal.
Xinyu Hao, Hongming Xu, Jingdong Zhang, Qi Xu, Ilkka Pölönen, Fengyu Cong
2026 J jnl
Evaluating spatial normalization for SVM-based EEG decoding: A within- and between-subjects perspective.
Biomed. Signal Process. Control.
Yuan Qin, Qi Xu, Tuomo Kujala, Xiaoshuang Wang, Fengyu Cong
2026 J jnl
Exploring universal segmentation models for automatic quantification of cardiac functional parameters from zebrafish heartbeat videos.
Medical Biol. Eng. Comput.
Yali Wang, Haochun Shi, Xingye Qiao, Fengyu Cong, Yanbin Zhao, Hongming Xu
2026 J jnl
Key-Value Pair-Free Continual Learner via Task-Specific Prompt-Prototype.
CoRR
Haihua Luo, Xuming Ran, Zhengji Li, Huiyan Xue, Tingting Jiang, Jiangrong Shen, Tommi Kärkkäinen, Qi Xu, Fengyu Cong
2026 J jnl
Key-value pair-free continual learner via task-specific prompt-prototype.
Neural Networks
Haihua Luo, Xuming Ran, Zhengji Li, Huiyan Xue, Tingting Jiang, Jiangrong Shen, Tommi Kärkkäinen, Qi Xu, Fengyu Cong
2026 J jnl
Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction.
IEEE Trans. Medical Imaging
Qibin Zhang, Xinyu Hao, Tong Wang, Yanmei Zhu, Yaqi Du, Peng Gao, Fengyu Cong, Cheng Lu, Hongming Xu
2026 J jnl
Repeatability analysis of ICA-based harmonization for multi-site MRI data using dual projection models.
NeuroImage
Yuxing Hao, Yongjie Zhu, Chenwei Yan, Huanjie Li, Tommi Kärkkäinen, Fengyu Cong
2026 J jnl
Representation Finetuning for Continual Learning.
CoRR
Haihua Luo, Xuming Ran, Tommi Kärkkäinen, Huiyan Xue, Zhonghua Chen, Qi Xu, Fengyu Cong
2026 J jnl
Reversible Lifelong Model Editing via Semantic Routing-Based LoRA.
CoRR
Haihua Luo, Xuming Ran, Tommi Kärkkäinen, Zhonghua Chen, Jiangrong Shen, Qi Xu, Fengyu Cong
2026 J jnl
TB-YOLO: Automated tumor budding detection in immunohistochemistry slides of colorectal cancer.
Biomed. Signal Process. Control.
Weiwei Zhou, Tong Wang, Huaiyu Zhu, Zeng Yan, Fengyu Cong, Guiyang Jiang, Hongming Xu
2026 J jnl
ULW-SleepNet: An Ultra-Lightweight Network for Multimodal Sleep Stage Scoring.
CoRR
Zhaowen Wang, Dongdong Zhou, Qi Xu, Fengyu Cong, Mohammad Al-Sa'd, Jenni Raitoharju
2025 — conf
A Taxonomy for Data Security Risks in Public Data Circulation.
EMCIS (1)
Ning Wang, Ying Li, Zhijun Liu, Naiyu Jiang, Fengyu Cong, Yikun Lu, Tommi Mikkonen
2025 A* conf
Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer.
ACM Multimedia
Wei Miao, Jiangrong Shen, Hongming Xu, Tommi Kärkkäinen, Qi Xu, Yi Xu, Fengyu Cong
2025 J jnl
Brain region localization: a rapid Parkinson's disease detection method based on EEG signals.
Medical Biol. Eng. Comput.
Mingliang Zhang, Hang Liu, Zhenghao Guo, Cui Wang, Timo Hämäläinen, Fengyu Cong
2025 J jnl
Characterizing the distribution of neural and non-neural components in multi-echo EPI data across echo times based on tensor-ICA.
NeuroImage
Tengfei Feng, Halim Ibrahim Baqapuri, Jana Zweerings, Huanjie Li, Fengyu Cong, Klaus Mathiak
2025 J jnl
Cyclic translations between pathomics and genomics improve automatic cancer diagnosis from whole slide images.
Eng. Appl. Artif. Intell.
Xinyu Hao, Hongming Xu, Xiaofeng Wang, Tong Wang, Timo Hämäläinen, Fengyu Cong
2025 B conf
Distilling Genomic Knowledge into Whole Slide Imaging for Glioma Molecular Classification.
CBMS
Qiao Chen, Hongming Xu, Xinyu Hao, Qibin Zhang, Huamin Qin, Tommi Kärkkäinen, Fengyu Cong
2025 J jnl
Distributed data-privacy preserving federated learning method for sleep stage classification.
Biomed. Signal Process. Control.
Hongjin Li, Xiaohui Zhao, Hang Liu, Ziyi Wang, Yukai Cai, Chuanshuai Yang, Fengyu Cong
2025 — conf
Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images.
MICCAI (15)
Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Ilkka Pölönen, Fengyu Cong
2025 J jnl
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning.
IEEE J. Biomed. Health Informatics
Yukai Cai, Hang Liu, Xiulin Wang, Hongjin Li, Ziyi Wang, Chuanshuai Yang, Fengyu Cong
2025 J jnl
Multi-Task Adaptive Resolution Network for Lymph Node Metastasis Diagnosis From Whole Slide Images of Colorectal Cancer.
IEEE J. Biomed. Health Informatics
Tong Wang, Su-Jin Shin, Mingkang Wang, Qi Xu, Guiyang Jiang, Fengyu Cong, Jeonghyun Kang, Hongming Xu
2025 — conf
Multi-modal Knowledge Decomposition Based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology.
MICCAI (15)
Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu
2025 J jnl
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology.
CoRR
Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu
2025 A* conf
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining.
CVPR
Tong Wang, Mingkang Wang, Zhongze Wang, Hongkai Wang, Qi Xu, Fengyu Cong, Hongming Xu
2025 J jnl
PA-Rank: A GAN and Reinforcement Learning Powered Framework for Multimetric Anomaly Detection and Causal Diagnosis.
IEEE Internet Things J.
Zhaowen Wang, Yong Zhou, YangSiyu Zhang, Fengyu Cong, Dongdong Zhou, Zhijian An
2025 J jnl
Point out the mistakes: An HMM-based anomaly detection algorithm for sleep stage classification.
Biomed. Signal Process. Control.
Ziyi Wang, Hang Liu, Yukai Cai, Hongjin Li, Chuanshuai Yang, Xinlei Zhang, Fengyu Cong
2025 — conf
Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI.
MICCAI (16)
Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Xiaofeng Wang, Ilkka Pölönen, Fengyu Cong
2025 J jnl
Sleep Stage Classification With Multi-Modal Fusion and Denoising Diffusion Model.
IEEE J. Biomed. Health Informatics
Xu Xu, Fengyu Cong, Yongyong Chen, Junxin Chen
2025 A* conf
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks.
AAAI
Wei Miao, Jiangrong Shen, Qi Xu, Timo Hämäläinen, Yi Xu, Fengyu Cong
2025 J jnl
Uncovering Brain Network Modules in Major Depression During Naturalistic Music Perception With Block Term Decomposition.
IEEE Trans. Cogn. Dev. Syst.
Yongjie Zhu, Yuxing Hao, Jia Liu, Fengyu Cong
2025 J jnl
When multiple instance learning meets foundation models: Advancing histological whole slide image analysis.
Medical Image Anal.
Hongming Xu, Mingkang Wang, Duanbo Shi, Huamin Qin, Yunpeng Zhang, Zaiyi Liu, Anant Madabhushi, Peng Gao, Fengyu Cong, Cheng Lu
2024 J jnl
A core tensor sparsity enhancement method for solving Tucker-2 model of multi-subject fMRI data.
Biomed. Signal Process. Control.
Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Bin-Hua Zhao, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun
2024 J jnl
Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data.
NeuroImage
Guanghui Zhang, Carlos D. Carrasco, Kurt Winsler, Brett Bahle, Fengyu Cong, Steven J. Luck
2024 — conf
Channel Stacking: A Rapid Classification Method for Parkinson's Disease Based on EEG Data.
EMBC
Mingliang Zhang, Timo Hämäläinen, Fengyu Cong, Hang Liu
2024 J jnl
Combination of Channel Reordering Strategy and Dual CNN-LSTM for Epileptic Seizure Prediction Using Three iEEG Datasets.
IEEE J. Biomed. Health Informatics
Xiaoshuang Wang, Ziheng Gao, Meiyan Zhang, Ying Wang, Lin Yang, Jianwen Lin, Tommi Kärkkäinen, Fengyu Cong
2024 — conf
Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer.
MICCAI (1)
Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu
2024 J jnl
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning.
CoRR
Yukai Cai, Hang Liu, Xiulin Wang, Hongjin Li, Ziyi Wang, Chuanshuai Yang, Fengyu Cong
2024 J jnl
Global Field Time-Frequency Representation-Based Discriminative Similarity Analysis of Passive Auditory ERPs for Diagnosis of Disorders of Consciousness.
IEEE Trans. Biomed. Eng.
Xiaoyu Wang, Yi Yang, Geoffrey Laforge, Xueling Chen, Loretta Norton, Adrian M. Owen, Jianghong He, Fengyu Cong
2024 J jnl
Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation.
IEEE Trans. Instrum. Meas.
Dongdong Zhou, Qi Xu, Jiacheng Zhang, Lei Wu, Hongming Xu, Lauri Kettunen, Zheng Chang, Qiang Zhang, Fengyu Cong
2024 J jnl
Mobile Phone Use Driver Distraction Detection Based on MSaE of Multi-Modality Physiological Signals.
IEEE Trans. Intell. Transp. Syst.
Xin Zuo, Chi Zhang, Fengyu Cong, Jian Zhao, Timo Hämäläinen
2024 J jnl
Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI.
Biomed. Signal Process. Control.
Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong
2024 J jnl
Reconfiguration of Cognitive Control Networks During a Long-Duration Flanker Task.
IEEE Trans. Cogn. Dev. Syst.
Jia Liu, Yongjie Zhu, Zheng Chang, Tiina Parviainen, Christian Antfolk, Timo Hämäläinen, Fengyu Cong
2024 — conf
Weighted Errors-in-Variables Modelling for Detection of Cortico-Muscular Couplings.
EMBC
Zhenghao Guo, Verity M. McClelland, Wei Dai, Fengyu Cong, Zoran Cvetkovic
2023 J jnl
A deep learning model developed for sleep apnea detection: A multi-center study.
Biomed. Signal Process. Control.
Fan Li, Yan Xu, Junjun Chen, Ping Lu, Bin Zhang, Fengyu Cong
2023 J jnl
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture.
Int. J. Imaging Syst. Technol.
Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Qi Xu, Yong Zhu, Fengyu Cong
2023 J jnl
Detection of obstructive sleep apnea from single-channel ECG signals using a CNN-transformer architecture.
Biomed. Signal Process. Control.
Hang Liu, Shaowei Cui, Xiaohui Zhao, Fengyu Cong
2023 — conf
Driver Distraction Detection Based on EEG Feature Fusion Using Random Forest.
ICBSP
Xin Zuo, Chi Zhang, Jian Zhao, Timo Hämäläinen, Fengyu Cong
2023 — conf
Enhancing Performance of Linked Independent Component Analysis: Investigating the Influence of Subjects and Modalities.
CIPAE
Huashuai Xu, Huanjie Li, Tommi Kärkkäinen, Fengyu Cong
2023 J jnl
Ensemble deep clustering analysis for time window determination of event-related potentials.
Biomed. Signal Process. Control.
Reza Mahini, Fan Li, Mahdi Zarei, Asoke K. Nandi, Timo Hämäläinen, Fengyu Cong
2023 J jnl
Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation.
CoRR
Xiulin Wang, Tapani Ristaniemi, Fengyu Cong
2023 — conf
Multiple Instance Learning for Lymph Node Metastasis Prediction from Cervical Cancer MRI.
ISBI
Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Ranran Wang, Fengyu Cong
2023 — conf
Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI.
EMBC
Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong
2022 J jnl
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification.
IEEE Trans. Instrum. Meas.
Dongdong Zhou, Qi Xu, Jian Wang, Hongming Xu, Lauri Kettunen, Zheng Chang, Fengyu Cong
2022 B conf
Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance.
IJCNN
Qi Xu, Dongdong Zhou, Jian Wang, Jiangrong Shen, Lauri Kettunen, Fengyu Cong
2022 J jnl
Cross-Subject Emotion Recognition Using Fused Entropy Features of EEG.
Entropy
Xin Zuo, Chi Zhang, Timo Hämäläinen, Hanbing Gao, Yu Fu, Fengyu Cong
2022 J jnl
Discovering hidden brain network responses to naturalistic stimuli via tensor component analysis of multi-subject fMRI data.
NeuroImage
Guoqiang Hu, Huanjie Li, Wei Zhao, Yuxing Hao, Zonglei Bai, Lisa D. H. Nickerson, Fengyu Cong
2022 J jnl
Driver Distraction Detection Using Bidirectional Long Short-Term Network Based on Multiscale Entropy of EEG.
IEEE Trans. Intell. Transp. Syst.
Xin Zuo, Chi Zhang, Fengyu Cong, Jian Zhao, Timo Hämäläinen
2022 J jnl
Exploring Oscillatory Dysconnectivity Networks in Major Depression During Resting State Using Coupled Tensor Decomposition.
IEEE Trans. Biomed. Eng.
Wenya Liu, Xiulin Wang, Timo Hämäläinen, Fengyu Cong
2022 — conf
Low-Dose Mouse Micro-CT Image Segmentation Based on Multi-Resolution Multi-Organ Shape Prior Knowledge Model.
CIPAE
Zhonghua Chen, Hongkai Wang, Fengyu Cong, Lauri Kettunen
2022 J jnl
Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint.
IEEE Trans. Medical Imaging
Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun
2022 J jnl
One-Dimensional Convolutional Neural Networks Combined with Channel Selection Strategy for Seizure Prediction Using Long-Term Intracranial EEG.
Int. J. Neural Syst.
Xiaoshuang Wang, Guanghui Zhang, Ying Wang, Lin Yang, Zhanhua Liang, Fengyu Cong
2022 J jnl
Quantitative evaluation of short-term resting-state brain networks for primary insomnia diagnosis.
Biomed. Signal Process. Control.
Chi Zhang, Lina Sun, Shuang Ge, Yi Chang, Mingyan Jin, Yang Xiao, Hanbing Gao, Lin Wang, Fengyu Cong
2022 — conf
Seizure Prediction Using EEG Channel Selection Method.
MLSP
Xiaoshuang Wang, Tommi Kärkkäinen, Fengyu Cong
2022 J jnl
SingleChannelNet: A model for automatic sleep stage classification with raw single-channel EEG.
Biomed. Signal Process. Control.
Dongdong Zhou, Jian Wang, Guoqiang Hu, Jiacheng Zhang, Fan Li, Rui Yan, Lauri Kettunen, Zheng Chang, Qi Xu, Fengyu Cong
2021 — conf
Alpha Band Dysconnectivity Networks in Major Depression during Resting State.
EUSIPCO
Wenya Liu, Xiulin Wang, Fengyu Cong, Timo Hämäläinen
2021 J jnl
Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression.
Int. J. Neural Syst.
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
2021 J jnl
Corrigendum to 'Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition' [Computer Methods and Programs in Biomedicine 184 (2020) 105120].
Comput. Methods Programs Biomed.
Jia Liu, Chi Zhang, Yongjie Zhu, Tapani Ristaniemi, Tiina Parviainen, Fengyu Cong
2021 J jnl
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD.
Int. J. Neural Syst.
Jana Zweerings, Kiira Sarasjärvi, Krystyna Anna Mathiak, Jorge Iglesias-Fuster, Fengyu Cong, Mikhail Zvyagintsev, Klaus Mathiak
2021 J jnl
End-to-end sleep staging using convolutional neural network in raw single-channel EEG.
Biomed. Signal Process. Control.
Fan Li, Rui Yan, Reza Mahini, Lai Wei, Zhiqiang Wang, Klaus Mathiak, Rong Liu, Fengyu Cong
2021 — conf
LightSleepNet: A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms.
EMBC
Dongdong Zhou, Qi Xu, Jian Wang, Jiacheng Zhang, Guoqiang Hu, Lauri Kettunen, Zheng Chang, Fengyu Cong
2021 J jnl
One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG.
Neurocomputing
Xiaoshuang Wang, Xiulin Wang, Wenya Liu, Zheng Chang, Tommi Kärkkäinen, Fengyu Cong
2021 J jnl
Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31 No. 3 (2021).
Int. J. Neural Syst.
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
2021 J jnl
Sparse nonnegative tensor decomposition using proximal algorithm and inexact block coordinate descent scheme.
Neural Comput. Appl.
Deqing Wang, Zheng Chang, Fengyu Cong
2021 J jnl
Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process.
IEEE Trans. Cogn. Dev. Syst.
Chi Zhang, Lina Sun, Fengyu Cong, Tapani Ristaniemi
2021 Misc conf
Tucker Decomposition for Extracting Shared and Individual Spatial Maps from Multi-Subject Resting-State fMRI Data.
ICASSP
Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun
2020 — conf
A Deep Learning Model for Automatic Sleep Scoring using Multimodality Time Series.
EUSIPCO
Rui Yan, Fan Li, Dongdong Zhou, Tapani Ristaniemi, Fengyu Cong
2020 J jnl
Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition.
Comput. Methods Programs Biomed.
Jia Liu, Chi Zhang, Yongjie Zhu, Tapani Ristaniemi, Tiina Parviainen, Fengyu Cong
2020 J jnl
Decoding Analysis of Alpha Oscillation Networks on Maintaining Driver Alertness.
Entropy
Chi Zhang, Jinfei Ma, Jian Zhao, Pengbo Liu, Fengyu Cong, Tianjiao Liu, Ying Li, Lina Sun, Ruosong Chang
2020 J jnl
Discovering dynamic task-modulated functional networks with specific spectral modes using MEG.
NeuroImage
Yongjie Zhu, Jia Liu, Chaoxiong Ye, Klaus Mathiak, Piia Astikainen, Tapani Ristaniemi, Fengyu Cong
2020 J jnl
Distinct Patterns of Functional Connectivity During the Comprehension of Natural, Narrative Speech.
Int. J. Neural Syst.
Yongjie Zhu, Jia Liu, Tapani Ristaniemi, Fengyu Cong
2020 — conf
Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data.
EUSIPCO
Xiulin Wang, Wenya Liu, Fengyu Cong, Tapani Ristaniemi
2020 — conf
Identifying Task-Based Dynamic Functional Connectivity Using Tensor Decomposition.
ICONIP (5)
Wenya Liu, Xiulin Wang, Tapani Ristaniemi, Fengyu Cong
2020 C conf
Multi-resolution Statistical Shape Models for Multi-organ Shape Modelling.
ISNN
Zhonghua Chen, Tapani Ristaniemi, Fengyu Cong, Hongkai Wang
2020 — conf
One and Two Dimensional Convolutional Neural Networks for Seizure Detection Using EEG Signals.
EUSIPCO
Xiaoshuang Wang, Tapani Ristaniemi, Fengyu Cong
2020 J jnl
Optimal imaging of multi-channel EEG features based on a novel clustering technique for driver fatigue detection.
Biomed. Signal Process. Control.
Chi Zhang, Lina Sun, Fengyu Cong, Tuomo Kujala, Tapani Ristaniemi, Tiina Parviainen
2020 J jnl
Rapid Yeast Cell Viability Analysis by Using a Portable Microscope Based on the Fiber Optic Array and Simple Image Processing.
Sensors
Weiming Wang, Hang Liu, Yan Yu, Fengyu Cong, Jun Yu
2020 J jnl
Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint.
IEEE Trans. Medical Imaging
Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun
2020 J jnl
Stability-driven non-negative matrix factorization-based approach for extracting dynamic network from resting-state EEG.
Neurocomputing
Tianyi Zhou, Jiannan Kang, Fengyu Cong, Xiaoli Li
2019 — conf
An Automatic Sleep Scoring Toolbox: Multi-modality of Polysomnography Signals' Processing.
ICETE (1)
Rui Yan, Fan Li, Xiaoyu Wang, Tapani Ristaniemi, Fengyu Cong
2019 — conf
Automatic Sleep Scoring Toolbox and Its Application in Sleep Apnea.
ICETE (Selected Papers)
Rui Yan, Fan Li, Xiaoyu Wang, Tapani Ristaniemi, Fengyu Cong
2019 — conf
Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks.
ISNN (2)
Yue Qiu, Qiu-Hua Lin, Li-Dan Kuang, Wenda Zhao, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun
2019 — conf
Detection of Myocardial Infarction from Multi-lead ECG using Dual-Q Tunable Q-Factor Wavelet Transform.
EMBC
Jia Liu, Chi Zhang, Tapani Ristaniemi, Fengyu Cong
2019 J jnl
Double coupled canonical polyadic decomposition of third-order tensors: Algebraic algorithm and relaxed uniqueness conditions.
Signal Process. Image Commun.
Xiao-Feng Gong, Qiu-Hua Lin, Fengyu Cong, Lieven De Lathauwer
2019 Misc conf
Fast Implementation of Double-coupled Nonnegative Canonical Polyadic Decomposition.
ICASSP
Xiulin Wang, Tapani Ristaniemi, Fengyu Cong
2019 — conf
Generalization of Linked Canonical Polyadic Tensor Decomposition for Group Analysis.
ISNN (2)
Xiulin Wang, Chi Zhang, Tapani Ristaniemi, Fengyu Cong
2019 Misc conf
Higher-order Nonnegative CANDECOMP/PARAFAC Tensor Decomposition Using Proximal Algorithm.
ICASSP
Deqing Wang, Fengyu Cong, Tapani Ristaniemi
2019 Misc conf
Measuring the Task Induced Oscillatory Brain Activity Using Tensor Decomposition.
ICASSP
Yongjie Zhu, Xueqiao Li, Tapani Ristaniemi, Fengyu Cong
2019 J jnl
Multi-modality of polysomnography signals' fusion for automatic sleep scoring.
Biomed. Signal Process. Control.
Rui Yan, Chi Zhang, Karen Spruyt, Lai Wei, Zhiqiang Wang, Lili Tian, Xueqiao Li, Tapani Ristaniemi, Jihui Zhang, Fengyu Cong
2018 J jnl
Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation.
IEEE Trans. Signal Process.
Xiao-Feng Gong, Qiu-Hua Lin, Fengyu Cong, Lieven De Lathauwer
2018 C conf
Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition.
ISNN
Deqing Wang, Xiaoyu Wang, Yongjie Zhu, Petri Toiviainen, Minna Huotilainen, Tapani Ristaniemi, Fengyu Cong
2018 J jnl
Network Entropy for the Sequence Analysis of Functional Connectivity Graphs of the Brain.
Entropy
Chi Zhang, Fengyu Cong, Tuomo Kujala, Wenya Liu, Jia Liu, Tiina Parviainen, Tapani Ristaniemi
2018 J jnl
Sparse Nonnegative CANDECOMP/PARAFAC Decomposition in Block Coordinate Descent Framework: A Comparison Study.
CoRR
Deqing Wang, Fengyu Cong, Tapani Ristaniemi
2017 — ed.
Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21-26, 2017, Proceedings, Part I
ISNN (1)
Fengyu Cong, Andrew Chi-Sing Leung, Qinglai Wei
2017 — ed.
Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21-26, 2017, Proceedings, Part II
ISNN (2)
Fengyu Cong, Andrew Chi-Sing Leung, Qinglai Wei
2017 — conf
Cluster Aggregation for Analyzing Event-Related Potentials.
ISNN (2)
Reza Mahini, Tianyi Zhou, Peng Li, Asoke K. Nandi, Huanjie Li, Hong Li, Fengyu Cong
2017 — conf
Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data.
ISNN (2)
Ce Zhang, Qiu-Hua Lin, Chao-Ying Zhang, Ying-Guang Hao, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun
2017 — conf
Model order effects on independent vector analysis applied to complex-valued fMRI data.
ISBI
Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Yong-Gang Chen, Fengyu Cong, Vince D. Calhoun
2017 Misc conf
Post-ICA phase de-noising for resting-state complex-valued FMRI data.
ICASSP
Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun
2016 Misc conf
An adaptive fixed-point IVA algorithm applied to multi-subject complex-valued FMRI data.
ICASSP
Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun
2016 — conf
Exploiting ongoing EEG with multilinear partial least squares during free-listening to music.
MLSP
Deqing Wang, Fengyu Cong, Qibin Zhao, Petri Toiviainen, Asoke K. Nandi, Minna Huotilainen, Tapani Ristaniemi, Andrzej Cichocki
2016 C conf
Individual Independent Component Analysis on EEG: Event-Related Responses Vs. Difference Wave of Deviant and Standard Responses.
ISNN
Tiantian Yang, Fengyu Cong, Zheng Chang, Youyi Liu, Tapani Ristaniemi, Hong Li
2016 — conf
Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering.
ICONIP (3)
Namgil Lee, Anh Huy Phan, Fengyu Cong, Andrzej Cichocki
2015 — book
Advanced Signal Processing on Brain Event-Related Potentials - Filtering ERPs in Time, Frequency and Space Domains Sequentially and Simultaneously
Advanced Signal Processing on Brain Event-Related Potentials
Fengyu Cong, Tapani Ristaniemi, Heikki Lyytinen
2015 B conf
Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data.
IJCNN
Valeri Tsatsishvili, Fengyu Cong, Petri Toiviainen, Tapani Ristaniemi
2015 C conf
Wood Surface Quality Detection and Classification Using Gray Level and Texture Features.
ISNN
Deqing Wang, Zengwu Liu, Fengyu Cong
2014 — conf
Generation of stimulus features for analysis of FMRI during natural auditory experiences.
EUSIPCO
Valeri Tsatsishvili, Fengyu Cong, Tapani Ristaniemi, Petri Toiviainen, Vinoo Alluri, Elvira Brattico, Asoke K. Nandi
2014 J jnl
Low-rank Approximation Based non-Negative Multi-Way Array Decomposition on Event-Related potentials.
Int. J. Neural Syst.
Fengyu Cong, Guoxu Zhou, Piia Astikainen, Qibin Zhao, Qiang Wu, Asoke K. Nandi, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
2014 Misc conf
Multi-domain collaborative spectrum sensing and power control in presence of multiple primary users.
ICCS
Zheng Chang, Yang Liu, Fengyu Cong, Xijuan Guo, Zhenyu Zhou
2013 — conf
Applying Wavelet Packet Decomposition and One-Class Support Vector Machine on Vehicle Acceleration Traces for Road Anomaly Detection.
ISNN (1)
Fengyu Cong, Hannu Hautakangas, Jukka Nieminen, Oleksiy Mazhelis, Mikko Perttunen, Jukka Riekki, Tapani Ristaniemi
2013 — conf
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis.
MLSP
Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
2013 J jnl
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis.
CoRR
Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
2013 B conf
Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis.
ESANN
Valeri Tsatsishvili, Fengyu Cong, Tuomas Puoliväli, Vinoo Alluri, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi
2013 J jnl
Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features.
IEEE Trans. Multim.
Fengyu Cong, Vinoo Alluri, Asoke K. Nandi, Petri Toiviainen, Rui Fa, Basel Abu-Jamous, Liyun Gong, Bart G. W. Craenen, Hanna Poikonen, Minna Huotilainen, Tapani Ristaniemi
2013 J jnl
Multi-Domain Feature Extraction for Small Event-Related potentials through Nonnegative Multi-Way Array Decomposition from Low Dense Array EEG.
Int. J. Neural Syst.
Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Qiang Wu, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
2013 — conf
Multi-domain feature analysis for depression: A study of N170 in time, frequency and spatial domains simultaneously.
EMBC
Qiangfeng Zhao, Junfeng Sun, Fengyu Cong, Shan Chen, Yingying Tang, Shanbao Tong
2013 — conf
Multi-subject fMRI data analysis: Shift-invariant tensor factorization vs. group independent component analysis.
ChinaSIP
Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Jing Fan, Fengyu Cong, Vince D. Calhoun
2013 Misc conf
Semi-blind independent component analysis of functional MRI elicited by continuous listening to music.
ICASSP
Tuomas Puoliväli, Fengyu Cong, Vinoo Alluri, Qiu-Hua Lin, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi
2012 — conf
A Systematic Independent Component Analysis Approach to Extract Mismatch Negativity.
ISNN (1)
Fengyu Cong, Aleksandr Aleksandrov, Veronika Knyazeva, Tatyana Deinekina, Tapani Ristaniemi
2012 — conf
Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization.
EUSIPCO
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Asoke K. Nandi, Vinoo Alluri, Petri Toiviainen, Hanna Poikonen, Minna Huotilainen, Andrzej Cichocki, Tapani Ristaniemi
2012 J jnl
Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array.
Int. J. Neural Syst.
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Tiina Huttunen-Scott, Jukka Kaartinen, Tapani Ristaniemi, Heikki Lyytinen, Andrzej Cichocki
2012 — conf
Fast and effective model order selection method to determine the number of sources in a linear transformation model.
EUSIPCO
Fengyu Cong, Asoke K. Nandi, Zhaoshui He, Andrzej Cichocki, Tapani Ristaniemi
2012 — conf
Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations.
ICONIP (3)
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu, Tapani Ristaniemi, Andrzej Cichocki
2012 — conf
Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs 14 Electrodes EEG Data.
LVA/ICA
Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
2012 — conf
Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials.
MLSP
Fengyu Cong, Guoxu Zhou, Qibin Zhao, Qiang Wu, Asoke K. Nandi, Tapani Ristaniemi, Andrzej Cichocki
2011 — conf
A quantitative analysis of noncircularity for complex-valued fMRI based on semi-blind ICA.
iCAST
Jia-Chen Wang, Qiu-Hua Lin, Fengyu Cong, Vince D. Calhoun
2011 J jnl
Can back-projection fully resolve polarity indeterminacy of independent component analysis in study of event-related potential?
Biomed. Signal Process. Control.
Fengyu Cong, Igor Kalyakin, Tapani Ristaniemi
2011 — conf
Data model conversion for independent component analysis to extract brain signals.
iCAST
Fengyu Cong, Tapani Ristaniemi
2011 — conf
Determining the number of sources in high-density EEG recordings of event-related potentials by model order selection.
MLSP
Fengyu Cong, Zhaoshui He, Jarmo A. Hämäläinen, Andrzej Cichocki, Tapani Ristaniemi
2011 C conf
Distributed Road Surface Condition Monitoring Using Mobile Phones.
UIC
Mikko Perttunen, Oleksiy Mazhelis, Fengyu Cong, Mikko Kauppila, Teemu Leppänen, Jouni Kantola, Jussi Collin, Susanna Pirttikangas, Janne Haverinen, Tapani Ristaniemi, Jukka Riekki
2011 C conf
How many single trials' EEG recordings are enough to extract children's brain activity of mismatch negativity by independent component analysis?
ISPA
Fengyu Cong, Igor Kalyakin, Tapani Ristaniemi, Heikki Lyytinen
2011 — conf
Second order impropriety based complex-valued algorithm for frequency-domain blind separation of convolutive speech mixtures.
MLSP
Fengyu Cong, Qiu-Hua Lin, Peng Jia, Xizhi Shi, Tapani Ristaniemi
2010 — conf
Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential.
LVA/ICA
Fengyu Cong, Anh Huy Phan, Heikki Lyytinen, Tapani Ristaniemi, Andrzej Cichocki
2010 B conf
Concatenated trial based Hilbert-Huang transformation on event-related potentials.
IJCNN
Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
2010 — —
Evaluation and extraction of mismatch negativity through exploiting temporal, spectral, time-frequency, and spatial features.
Fengyu Cong
2010 — conf
Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials.
ISNN (2)
Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
2010 B conf
Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials.
IJCNN
Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi
2010 J jnl
Single-Trial Based Independent Component Analysis on mismatch Negativity in Children.
Int. J. Neural Syst.
Fengyu Cong, Igor Kalyakin, Tiina Huttunen-Scott, Hong Li, Heikki Lyytinen, Tapani Ristaniemi
2009 B conf
Non-negative matrix factorization Vs. FastICA on mismatch negativity of children.
IJCNN
Fengyu Cong, Zhilin Zhang, Igor Kalyakin, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
2005 — conf
Blind signal separation and reverberation cancelling with active sonar data.
ISSPA
Fengyu Cong, Yifan Hu, Xizhi Shi, Chi Hau Chen, Liangji Lin
2005 — conf
Blind speech signal separation based on non-stationary and colored characteristics.
ISSPA
Fengyu Cong, Yanxue Liang, Shaoling Ji, Yifan Hu, Xizhi Shi