Quanying Liu

1. EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising
   2020/09/24 by Haoming Zhang, Zhang, Haoming, Mingqi Zhao +9 · 6 citations
   Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Electrical engineering #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
2. A novel convolutional neural network model to remove muscle artifacts from EEG
   2020/10/22 by Haoming Zhang, Wei Chen, Zhang, Haoming +7 · 4 citations
   Neuroscience · Medicine · #EEG and Brain-Computer Interfaces #ECG Monitoring and Analysis #Neural dynamics and brain function
3. Diversity-enabled sweet spots in layered architectures and\n speed-accuracy trade-offs in sensorimotor control
   2019/09/18 by Yorie Nakahira, Quanying Liu, Nakahira, Yorie +5 · 3 citations
   Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Neural Engineering #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Mapping effective connectivity by virtually perturbing a surrogate brain
   2022/12/31 by Zixiang Luo, Luo, Zixiang, Zhichao Liang +11 · 3 citations
   Neuroscience · #Functional Brain Connectivity Studies #Neural dynamics and brain function #EEG and Brain-Computer Interfaces
5. Deep Auto-encoder with Neural Response
   2021/11/30 by Xuming Ran, Jie Zhang, Ran, Xuming +11 · 2 citations
   Engineering · Neuroscience · #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Visual perception and processing mechanisms
6. Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation
   2020/07/16 by Xuming Ran, Mingkun Xu, Ran, Xuming +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
7. Explainable fMRI-based Brain Decoding via Spatial Temporal-pyramid Graph Convolutional Network
   2022/10/08 by Ziyuan Ye, Ye, Ziyuan, Youzhi Qu +7 · 2 citations
   Neuroscience · Environmental Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Health, Environment, Cognitive Aging
8. Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience
   2024/02/22 by Xinke Shen, Lingyi Tao, Shen, Xinke +9 · 2 citations
   Neuroscience · #EEG and Brain-Computer Interfaces #Face Recognition and Perception #Neural dynamics and brain function
9. Embedding Decomposition for Artifacts Removal in EEG Signals
   2021/12/02 by Junjie Yu, Yu, Junjie, Chenyi Li +7 · 1 citation
   Neuroscience · Computer Science · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Blind Source Separation Techniques
10. Ephaptic Coupling in Ultralow‐Power Ion‐Gel Nanofiber Artificial Synapses for Enhanced Working Memory
    2025/03/10 by Yuanxia Chen, Junfeng Xia, Youzhi Qu +8 · 1 voice · 1 citation
    Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
11. Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization
    2021/02/18 by Wei Chen, Kexin Lou, Wei, Chen +9 · 1 citation
    Computer Science · Neuroscience · #Blind Source Separation Techniques #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
12. Advancing EEG/MEG Source Imaging with Geometric-Informed Basis Functions
    2024/01/31 by Song Wang, Wang, Song, Chen Wei +7 · 2 citations
    Medicine · Neuroscience · #Advanced MRI Techniques and Applications #EEG and Brain-Computer Interfaces #FOS: Electrical engineering #Functional Brain Connectivity Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
13. Uncovering cognitive taskonomy through transfer learning in masked autoencoder-based fMRI reconstruction
    2024/05/24 by Youzhi Qu, Junfeng Xia, Qu, Youzhi +13 · 1 citation
    Computer Science · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Medical Imaging Techniques and Applications #Neural Networks and Applications #Neurons and Cognition (q-bio.NC)
14. CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation
    2024/07/20 by Chen Wei, Wei, Chen, Jiachen Zou +5 · 3 citations
    Computer Science · Engineering · Psychology · #Advanced Text Analysis Techniques #Color perception and design #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neurons and Cognition (q-bio.NC) #Robotics and Automated Systems
15. BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings
    2025/07/13 by Dongyang Li, Li, Dongyang, Qin, Haoyang +6 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Topic Modeling