Xin Deng

Orcid: 0000-0003-1257-694X

Affiliations:
  • Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Computational Intelligence, China
  • National University of Singapore, Department of Electronic and Computer Engineering, Singapore (PhD 2013)


According to our database1, Xin Deng authored at least 41 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Multi-level feature fusion network combining attention mechanisms for polyp segmentation.
Inf. Fusion, April, 2024

Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Graph-Based Information Separator and Area Convolutional Network for EEG-Based Intention Decoding.
IEEE Trans. Cogn. Dev. Syst., February, 2024

2023
Multi-size Scaled CAM for More Accurate Visual Interpretation of CNNs.
Proceedings of the International Conference on Neural Computing for Advanced Applications, 2023

Stepwise Fusion Transformer for Affective Video Content Analysis.
Proceedings of the International Conference on Neural Computing for Advanced Applications, 2023

Multi-modal Fine-grained Retrieval with Local and Global Cross-Attention.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

MSG-CAM:Multi-scale inputs make a better visual interpretation of CNN networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Visualization Enhancement of Saliency Methods Based on the Sliding Window Mechanism.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination.
Frontiers Neuroinformatics, 2022

Classifying ASD based on time-series fMRI using spatial-temporal transformer.
Comput. Biol. Medicine, 2022

Item-Behavior Sequence Session-Based Recommendation.
Proceedings of the Neural Computing for Advanced Applications, 2022

P2SL: Private-Shared Subspaces Learning for Affective Video Content Analysis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

News Recommendation with Multi-views Emotion Analysis.
Proceedings of the 4th International Conference on Advanced Information Science and System, 2022

2021
EEG extended source imaging with structured sparsity and L<sub>1</sub>-norm residual.
Neural Comput. Appl., 2021

Learning local instance correlations for multi-target regression.
Appl. Intell., 2021

EEG Analysis of Working Memory Between Sober State and Intoxicated State.
IEEE Access, 2021

Advanced TSGL-EEGNet for Motor Imagery EEG-Based Brain-Computer Interfaces.
IEEE Access, 2021

A Robust and Automatic Recognition Method of Pointer Instruments in Power System.
Proceedings of the Intelligent Computing Theories and Application, 2021

2020
Spatial fusion of maximum signal fraction analysis for frequency recognition in SSVEP-based BCI.
Biomed. Signal Process. Control., 2020

EEG-Based Emotion Recognition Using Convolutional Neural Network with Functional Connections.
Proceedings of the Cognitive Systems and Signal Processing - 5th International Conference, 2020

Deep LSTM Transfer Learning for Personalized ECG Anomaly Detection on Wearable Devices.
Proceedings of the Cognitive Systems and Signal Processing - 5th International Conference, 2020

2019
Multi-target regression via target specific features.
Knowl. Based Syst., 2019

Three Branch net Lane Detection on Complex Road Conditions.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Residual Dense Information Distillation Network for Single Image Super-Resolution.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Imaging EEG Extended Sources Based on Variation Sparsity with L<sub>1</sub>-norm Residual.
Proceedings of the Brain Informatics - 12th International Conference, 2019

2017
Differential evolution based high-order peak filter design with application to compensation of contact-induced vibration in HDD servo systems.
Int. J. Autom. Comput., 2017

A multi-scale fusion convolutional neural network for face detection.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Scalable Object Detection Using Deep but Lightweight CNN with Features Fusion.
Proceedings of the Image and Graphics - 9th International Conference, 2017

2016
Biological modeling the undulatory locomotion of C. elegans using dynamic neural network approach.
Neurocomputing, 2016

A fast multi-scale decomposition based tone mapping algorithm for High Dynamic Range images.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Generation undulatory locomotion of C. elegans in A crawling robot via biomimetic learning.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

2015
Study on the 3D printed robotic fish with autonomous obstacle avoidance behavior based on the adaptive neuro-fuzzy control.
Proceedings of the IECON 2015, 2015

2014
A 3D undulatory locomotion model inspired by C. elegans through DNN approach.
Neurocomputing, 2014

Affine invariant features-based tone mapping algorithm for high dynamic range images.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A novel multi-feature fusion and sparse coding-based framework for image retrieval.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

On trackability of a moving target by fixed-wing UAV using geometric approach.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Modeling the undulatory locomotion of C. elegans based on the proprioceptive mechanism.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

2013
Biological modeling of complex chemotaxis behaviors for C. elegans under speed regulation - a dynamic neural networks approach.
J. Comput. Neurosci., 2013

2012
Complex chemotaxis behaviors of C. elegans with speed regulation achieved by dynamic neural networks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

GA based high-order peak filter design with application to compensation of contact-induced vibration in HDD servo systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2010
Biological neural network based chemotaxis behaviors modeling of C. elegans.
Proceedings of the International Joint Conference on Neural Networks, 2010


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