Mingyu Fan

Orcid: 0000-0002-0492-4708

According to our database1, Mingyu Fan authored at least 81 papers between 2008 and 2024.

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Bibliography

2024
A Bioinspired Shape Memory Alloy Based Soft Robotic System for Deep-Sea Exploration.
Adv. Intell. Syst., May, 2024

Learning to match features with discriminative sparse graph neural network.
Pattern Recognit., 2024

Detection of DDoS attacks in SDN-based VANET using optimized TabNet.
Comput. Stand. Interfaces, 2024

DoS/DDoS attacks in Software Defined Networks: Current situation, challenges and future directions.
Comput. Commun., 2024

Enhancing Concept Completeness for Graph Neural Networks via Side-Channel.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

Safety Classes Semantic Costmaps from RGBD Sensors for Risk-Aware Robot Navigation.
Proceedings of the 10th International Conference on Control, 2024

2023
CSIR: Cascaded Sliding CVAEs With Iterative Socially-Aware Rethinking for Trajectory Prediction.
IEEE Trans. Intell. Transp. Syst., December, 2023

Optimized MLP-CNN Model to Enhance Detecting DDoS Attacks in SDN Environment.
Network, October, 2023

Static-dynamic global graph representation for pedestrian trajectory prediction.
Knowl. Based Syst., October, 2023

An efficient approach to detect distributed denial of service attacks for software defined internet of things combining autoencoder and extreme gradient boosting with feature selection and hyperparameter tuning optimization.
Trans. Emerg. Telecommun. Technol., September, 2023

CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction.
Pattern Recognit., 2023

Search for Image Steganographic Policy With Adversary and Auxiliary Constrained Distance Measure.
IEEE Access, 2023

2022
Adaptive Data Structure Regularized Multiclass Discriminative Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Simultaneous Past and Current Social Interaction-aware Trajectory Prediction for Multiple Intelligent Agents in Dynamic Scenes.
ACM Trans. Intell. Syst. Technol., 2022

Online Semisupervised Active Classification for Multiview PolSAR Data.
IEEE Trans. Cybern., 2022

Robust Path Planner for Autonomous Vehicles on Roads With Large Curvature.
IEEE Robotics Autom. Lett., 2022

Safety-based Reinforcement Learning Longitudinal Decision for Autonomous Driving in Crosswalk Scenarios.
Proceedings of the International Joint Conference on Neural Networks, 2022

Privacy Risk Assessment of Training Data in Machine Learning.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Self-Paced Clustering Ensemble.
IEEE Trans. Neural Networks Learn. Syst., 2021

Top-k Feature Selection Framework Using Robust 0-1 Integer Programming.
IEEE Trans. Neural Networks Learn. Syst., 2021

A Defense Framework for Privacy Risks in Remote Machine Learning Service.
Secur. Commun. Networks, 2021

Tra2Tra: Trajectory-to-Trajectory Prediction With a Global Social Spatial-Temporal Attentive Neural Network.
IEEE Robotics Autom. Lett., 2021

AdvSGAN: Adversarial image Steganography with adversarial networks.
Multim. Tools Appl., 2021

AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction.
Neurocomputing, 2021

Graph matching based point correspondence with alternating direction method of multipliers.
Neurocomputing, 2021

Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction.
CoRR, 2021

An Effective Dynamic Membership Authentication and Key Management Scheme in Wireless Sensor Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Star Topology based Interaction for Robust Trajectory Forecasting in Dynamic Scene.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Robust Trajectory Prediction of Multiple Interacting Pedestrians via Incremental Active Learning.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Visionnet: A Coarse-To-Fine Motion Prediction Algorithm Based On Active Interaction-Aware Drivable Space Learning.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

GANMIA: GAN-based Black-box Membership Inference Attack.
Proceedings of the ICC 2021, 2021

A Method to Improve the Privacy and Security for Federated Learning.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

2020
Customized Network Security for Cloud Service.
IEEE Trans. Serv. Comput., 2020

Unsupervised feature selection for balanced clustering.
Knowl. Based Syst., 2020

An Efficient Generation Method based on Dynamic Curvature of the Reference Curve for Robust Trajectory Planning.
CoRR, 2020

Robust Trajectory Forecasting for Multiple Intelligent Agents in Dynamic Scene.
CoRR, 2020

A Novel Active Learning Algorithm for Robust Image Classification.
IEEE Access, 2020

An Attention-Based Interaction-Aware Spatio-Temporal Graph Neural Network for Trajectory Prediction.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Knowledge-Experience Graph with Denoising Autoencoder for Zero-Shot Learning in Visual Cognitive Development.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Fusing Knowledge and Experience with Graph Convolutional Network for Cross-task Learning in Visual Cognitive Development.
Proceedings of the Cognitive Systems and Signal Processing - 5th International Conference, 2020

2019
Structure regularized self-paced learning for robust semi-supervised pattern classification.
Neural Comput. Appl., 2019

Semantic Segmentation of Remote Sensing Images Using Multiscale Decoding Network.
IEEE Geosci. Remote. Sens. Lett., 2019

Adaptive flow abnormity identification based on information entropy.
Concurr. Comput. Pract. Exp., 2019

2018
Semi-Supervised Learning Through Label Propagation on Geodesics.
IEEE Trans. Cybern., 2018

Simultaneous Learning of Affinity Matrix and Laplacian Regularized Least Squares for Semi-Supervised Classification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

LWSQR: Lightweight Secure QR Code.
Proceedings of the Frontiers in Cyber Security - First International Conference, 2018

2017
Top-k Supervise Feature Selection via ADMM for Integer Programming.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

The NCC: An Improved Anonymous Method for Location-Based Services Based on Casper.
Proceedings of the Data Science, 2017

Structure Regularized Unsupervised Discriminant Feature Analysis.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Robust Semi-Supervised Classification for Noisy Labels Based on Self-Paced Learning.
IEEE Signal Process. Lett., 2016

Hierarchical mixing linear support vector machines for nonlinear classification.
Pattern Recognit., 2016

Efficient isometric multi-manifold learning based on the self-organizing method.
Inf. Sci., 2016

Semi-Supervised Dictionary Learning via Structural Sparse Preserving.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
An Efficient Semi-Supervised Classifier Based on Block-Polynomial Mapping.
IEEE Signal Process. Lett., 2015

Efficient sequential feature selection based on adaptive eigenspace model.
Neurocomputing, 2015

An LLE based Heterogeneous Metric Learning for Cross-media Retrieval.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Multi-Modality Tracker Aggregation: From Generative to Discriminative.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

An Efficient Classifier Based on Hierarchical Mixing Linear Support Vector Machines.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Robust Multiple Kernel K-means Using L21-Norm.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Building an Effective Template Dictionary for Robust Offline Video Tracking.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
A Regularized Approach for Geodesic-Based Semisupervised Multimanifold Learning.
IEEE Trans. Image Process., 2014

Dimensionality reduction: An interpretation from manifold regularization perspective.
Inf. Sci., 2014

A kernel-based sparsity preserving method for semi-supervised classification.
Neurocomputing, 2014

2013
Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching.
IEEE Trans. Image Process., 2013

Dimension estimation of image manifolds by minimal cover approximation.
Neurocomputing, 2013

A steganalysis by adjacency pixel bits structure.
Comput. Electr. Eng., 2013

Manifold based fisher method for semi-supervised feature selection.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

2012
Discriminative Sparsity Preserving Projections for Semi-Supervised Dimensionality Reduction.
IEEE Signal Process. Lett., 2012

Geodesic Based Semi-supervised Multi-manifold Feature Extraction.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Isometric Multi-manifold Learning for Feature Extraction.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Multiple cues integration for part-based adaptive workpieces detection.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
A Distance-Aware Replica Adaptive Data Gathering Protocol for Delay Tolerant Mobile Sensor Networks.
Sensors, 2011

Sparse regularization for semi-supervised classification.
Pattern Recognit., 2011

2010
Intrinsic dimension estimation of data by principal component analysis
CoRR, 2010

Load Aware Routing with Delay Threshold for Vehicular Ad Hoc Networks.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

2009
Intrinsic dimension estimation of manifolds by incising balls.
Pattern Recognit., 2009

Isometric Multi-Manifolds Learning
CoRR, 2009

A Survey of Multicast Routing Protocols for Mobile Ad-Hoc Networks.
IEEE Commun. Surv. Tutorials, 2009

A trust model based on fuzzy recommendation for mobile ad-hoc networks.
Comput. Networks, 2009

2008
PKI Mesh Trust Model Based on Trusted Computing.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

Dynamic Integrity Measurement Model Based on Trusted Computing.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008


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