NSSI-Net: Multi-Concept Generative Adversarial Network for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG Signals in a Semi-Supervised Learning Framework.

[BibT_eX]

[DOI]

Zhen Liang

Weishan Ye

CoRR, 2024

Contrastive Learning-based User Identification with Limited Data on Smart Textiles.

[BibT_eX]

[DOI]

CoRR, 2024

Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images.

[BibT_eX]

[DOI]

CoRR, 2024

MDDD: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

UR4NNV: Neural Network Verification, Under-approximation Reachability Works!

[BibT_eX]

[DOI]

CoRR, 2024

Temporal aware Mixed Attention-based Convolution and Transformer Network for cross-subject EEG emotion recognition.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Multi-granularity Correlation Refinement for Semantic Correspondence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Objective Evaluation of VR Sickness and Analysis of Its Relationship with VR Presence.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

EmoTVR: A Hybrid Model to Estimate Continuous-Time and Continuous-Level Emotion from Electroencephalography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

PyBDR: Set-Boundary Based Reachability Analysis Toolkit in Python.

[BibT_eX]

[DOI]

Proceedings of the Formal Methods - 26th International Symposium, 2024

3D Human Pose Estimation Using Pressure Images on a Smart Chair.

[BibT_eX]

[DOI]

Proceedings of the 2024 2nd Asia Conference on Computer Vision, 2024

Inner-Approximate Reachability Computation via Zonotopic Boundary Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Verification - 36th International Conference, 2024

2023

Towards robust neural networks via a global and monotonically decreasing robustness training strategy.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., October, 2023

Functional connectivity profiles of the default mode and visual networks reflect temporal accumulative effects of sustained naturalistic emotional experience.

[BibT_eX]

[DOI]

NeuroImage, April, 2023

ComMap: a software to perform large-scale structure-based mapping for cross-linking mass spectrometry.

[BibT_eX]

[DOI]

Bioinform., February, 2023

A Novel Channel Inconsistency Calibration Algorithm for Azimuth Multichannel SAR Based on Fourth-Order Cumulant.

[BibT_eX]

[DOI]

Zhen Liang

Xikai Fu

Xiaolei Lv

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Repairing Deep Neural Networks Based on Behavior Imitation.

[BibT_eX]

[DOI]

CoRR, 2023

EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Safety Verification for Neural Networks Based on Set-Boundary Analysis.

[BibT_eX]

[DOI]

Proceedings of the Theoretical Aspects of Software Engineering, 2023

DAOS Beyond Persistent Memory: Architecture and Initial Performance Results.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2023

MassNet: A Deep Learning Approach for Body Weight Extraction from A Single Pressure Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023

Gym Exercises Monitoring with Smart Gloves: Exercise Recognition, Repetition Counting, and Imbalance Quantification.

[BibT_eX]

[DOI]

Muhammad Waleed Aslam

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

A Geometrical Characterization on Feature Density of Image Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Automated Technology for Verification and Analysis, 2023

2022

Deep learning-based image deconstruction method with maintained saliency.

[BibT_eX]

[DOI]

Neural Networks, 2022

M<sup>3</sup>CV: A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge.

[BibT_eX]

[DOI]

NeuroImage, 2022

A new perspective on individual reliability beyond group effect for event-related potentials: A multisensory investigation and computational modeling.

[BibT_eX]

[DOI]

NeuroImage, 2022

Energy Efficiency Optimization of NOMA IoT Communication for 5G.

[BibT_eX]

[DOI]

Jijin Xu

Zhen Liang

Mob. Networks Appl., 2022

VLDetNet: an improved vehicle logo detection method based on vBlock.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2022

Estimating scale-free dynamic effective connectivity networks from fMRI using group-wise spatial-temporal regularizations.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Cross-individual affective detection using EEG signals with audio-visual embedding.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

Overall optimization of CSP based on ensemble learning for motor imagery EEG decoding.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2022

SpotLink enables sensitive and precise identification of site nonspecific cross-links at the proteome scale.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

A Novel Method to Preserve Scale-Free Property for the Inference of Dynamic Effective Connectivity Networks From fMRI.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Depth Removal Distillation for RGB-D Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

New Channel Errors Estimation Method for Multichannel SAR Based on Virtual Calibration Source.

[BibT_eX]

[DOI]

Zhen Liang

Xikai Fu

Xiaolei Lv

Remote. Sens., 2021

Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses.

[BibT_eX]

[DOI]

NeuroImage, 2021

Accessing dynamic functional connectivity using l0-regularized sparse-smooth inverse covariance estimation from fMRI.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Real-time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector.

[BibT_eX]

[DOI]

IET Image Process., 2021

EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

Neural dynamics of closed-loop alpha wave modulation via phase-locked visual feedback.

[BibT_eX]

[DOI]

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Cross-Sessions and Cross-Paradigms Analysis for the Problem of Brain-Computer Interface Inefficiency<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Mechatronics and Machine Vision in Practice, 2021

An Efficient EEG Microstate Analysis Method for Emotion Study.

[BibT_eX]

[DOI]

Proceedings of the ICBSP 2021: 6th International Conference on Biomedical Imaging, Signal Processing, Xiamen, China, October 29, 2021

Self-supervised Multi-view Clustering for Unsupervised Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

An Imaging Genetics Study Based on Brain-wide Genome-wide Association for Identifying Quantitative Trait Loci Related to Pain Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

A New Type of Fuzzy-Rule-Based System With Chaotic Swarm Intelligence for Multiclassification of Pain Perception From fMRI.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Distributed Transaction and Self-healing System of DAOS.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

DAOS: A Scale-Out High Performance Storage Stack for Storage Class Memory.

[BibT_eX]

[DOI]

Proceedings of the Supercomputing Frontiers - 6th Asian Conference, 2020

The Real Time EEG Phase Locked Feedback Control for Alpha Amplitude and Frequency Regulation: An OpenBCI Implementation.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Bioinformatics and Biomedical Science, 2020

An Autoencoder-based Approach to Predict Subjective Pain Perception from High-density Evoked EEG Potentials.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

An unsupervised EEG decoding system for human emotion recognition.

[BibT_eX]

[DOI]

Zhen Liang

Shigeyuki Oba

Shin Ishii

Neural Networks, 2019

Brain Dynamics Encoding from Visual Input during Free Viewing of Natural Videos.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Parallel Gym Gazebo: a Scalable Parallel Robot Deep Reinforcement Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Characterization of electroencephalography signals for estimating saliency features in videos.

[BibT_eX]

[DOI]

Neural Networks, 2018

Fully-integrated linear CMOS power amplifier with proportional series combining transformer for S-Band applications.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2018

2017

Novel Concrete Temperature Monitoring Method Based on an Embedded Passive RFID Sensor Tag.

[BibT_eX]

[DOI]

Sensors, 2017

A Low Cost BLE Transceiver with RX Matching Network Reusing PA Load Inductor for WSNs Applications.

[BibT_eX]

[DOI]

Sensors, 2017

A digital IQ imbalance self-calibration in FDD transceiver.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on VLSI Design, Automation and Test, 2017

A four-band TD-LTE transmitter with wide dynamic range and LPF bandwidth calibration.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Symposium on VLSI Design, Automation and Test, 2017

2016

Detection of media enjoyment using single-channel EEG.

[BibT_eX]

[DOI]

Zhen Liang

Hongtao Liu

Joseph N. Mak

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

A power-area-efficient, 3-band, 2-RX MIMO, TD-LTE receiver with direct-coupled ADC.

[BibT_eX]

[DOI]

Int. J. Circuit Theory Appl., 2015

A combined convolutional neural network and potential region-of-interest model for saliency detection.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Natural Computation, 2015

2014

Relative Saliency Model over Multiple Images with an Application to Yarn Surface Evaluation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

2012

Salient object detection using content-sensitive hypergraph representation and partitioning.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Hypergraph-based saliency map generation with potential region-of-interest approximation and validation.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2012

Intelligent characterization and evaluation of yarn surface appearance using saliency map analysis, wavelet transform and fuzzy ARTMAP neural network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Eye typing of Chinese characters.

[BibT_eX]

[DOI]

Zhen Liang

Qiang Fu