Hangyu Zhu

Orcid: 0000-0001-7221-9130

According to our database1, Hangyu Zhu authored at least 40 papers between 2019 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
FEVERLESS: Fast and Secure Vertical Federated Learning Based on XGBoost for Decentralized Labels.
IEEE Trans. Big Data, December, 2024

Federated Many-Task Bayesian Optimization.
IEEE Trans. Evol. Comput., August, 2024

AG-YOLO: Attention-guided network for real-time object detection.
Multim. Tools Appl., March, 2024

A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks.
Int. J. Neural Syst., March, 2024

Towards Real-Time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning Models.
IEEE J. Biomed. Health Informatics, January, 2024

Detecting Evolving Fraudulent Behavior in Online Payment Services: Open-Category and Concept-Drift.
IEEE Trans. Serv. Comput., 2024

Collaborative Prediction in Anti-Fraud System Over Multiple Credit Loan Platforms.
IEEE Trans. Dependable Secur. Comput., 2024

Behavioral authentication for security and safety.
Secur. Saf., 2024

MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups.
Expert Syst. Appl., 2024

Privacy Attack in Federated Learning is Not Easy: An Experimental Study.
CoRR, 2024

2023
Physiological measurements for driving drowsiness: A comparative study of multi-modality feature fusion and selection.
Comput. Biol. Medicine, December, 2023

PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed Labels.
IEEE Trans. Artif. Intell., October, 2023

MaskSleepNet: A Cross-Modality Adaptation Neural Network for Heterogeneous Signals Processing in Sleep Staging.
IEEE J. Biomed. Health Informatics, May, 2023

LongArms: Fraud Prediction in Online Lending Services Using Sparse Knowledge Graph.
IEEE Trans. Big Data, April, 2023

Enabling Fraud Prediction on Preliminary Data Through Information Density Booster.
IEEE Trans. Inf. Forensics Secur., 2023

CAeSaR: An Online Payment Anti-Fraud Integration System With Decision Explainability.
IEEE Trans. Dependable Secur. Comput., 2023

On the Expressive Power of Behavior Structure.
CoRR, 2023

Federated Two Stage Decoupling With Adaptive Personalization Layers.
CoRR, 2023

OpenDrift: Online Evolving Fraud Detection for Open-Category and Concept-Drift Transactions.
Proceedings of the IEEE International Conference on Web Services, 2023

Federated Learning - Fundamentals and Advances
Springer, ISBN: 978-981-19-7082-5, 2023

2022
Wrongdoing Monitor: A Graph-Based Behavioral Anomaly Detection in Cyber Security.
IEEE Trans. Inf. Forensics Secur., 2022

Real-Time Federated Evolutionary Neural Architecture Search.
IEEE Trans. Evol. Comput., 2022

Representing Fine-Grained Co-Occurrences for Behavior-Based Fraud Detection in Online Payment Services.
IEEE Trans. Dependable Secur. Comput., 2022

Composite Behavioral Modeling for Identity Theft Detection in Online Social Networks.
IEEE Trans. Comput. Soc. Syst., 2022

Blockchain Development.
Proceedings of the Smart Computing and Communication - 7th International Conference, 2022

An Investigation of Blockchain-Based Sharding.
Proceedings of the Smart Computing and Communication - 7th International Conference, 2022

A Survey of Recommender Systems Based on Hypergraph Neural Networks.
Proceedings of the Smart Computing and Communication - 7th International Conference, 2022

Overview of Medical Data Privacy Protection based on Blockchain Technology.
Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022

Maximizing the Influence in Dynamic Social Networks: An Entropy-Based Linear Threshold Model.
Proceedings of the 9th IEEE International Conference on Cyber Security and Cloud Computing, 2022

Overview of Blockchain and Cloud Service Integration.
Proceedings of the 8th IEEE Intl Conference on Big Data Security on Cloud, 2022

2021
Toward Real-Time Federated Evolutionary Neural Architecture Search.
Proceedings of the Automated Design of Machine Learning and Search Algorithms, 2021

LAW: Learning Automatic Windows for Online Payment Fraud Detection.
IEEE Trans. Dependable Secur. Comput., 2021

Federated learning on non-IID data: A survey.
Neurocomputing, 2021

Distributed additive encryption and quantization for privacy preserving federated deep learning.
Neurocomputing, 2021

An Accurate and Cost-Effective Approach Towards Real-Time Eye Movement Angle Estimation.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

Analysis of Population and Epidemic Based on Malthus and Logistic Model.
Proceedings of the ISAIMS 2021: 2nd International Symposium on Artificial Intelligence for Medicine Sciences, Beijing, China, October 29, 2021

2020
Multi-Objective Evolutionary Federated Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

From Federated Learning to Federated Neural Architecture Search: A Survey.
CoRR, 2020

2019
Neural Networks for Pathological Gait Classification Using Wearable Motion Sensors.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

Transport complexity of data dissemination in large-scale online social networks.
Proceedings of the ACM Turing Celebration Conference - China, 2019


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