Ruhui Ma

Orcid: 0000-0003-3560-5977

According to our database1, Ruhui Ma authored at least 100 papers between 2008 and 2024.

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Bibliography

2024
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network.
IEEE Trans. Netw. Serv. Manag., April, 2024

SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing.
IEEE J. Sel. Areas Commun., March, 2024

Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024

pFedEff: An Efficient and Personalized Federated Cognitive Learning Framework in Multiagent Systems.
IEEE Trans. Cogn. Dev. Syst., February, 2024

RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing.
IEEE Trans. Intell. Transp. Syst., January, 2024

faaShark: An End-to-End Network Traffic Analysis System Atop Serverless Computing.
IEEE Trans. Netw. Sci. Eng., 2024

FedACQ: adaptive clustering quantization of model parameters in federated learning.
Int. J. Web Inf. Syst., 2024

2023
GUARDIAN: A Hardware-Assisted Distributed Framework to Enhance Deep Learning Security.
IEEE Trans. Comput. Soc. Syst., December, 2023

A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G.
IEEE Trans. Netw. Serv. Manag., September, 2023

FHAP: Fast Handover Authentication Protocol for High-Speed Mobile Terminals in 5G Satellite-Terrestrial-Integrated Networks.
IEEE Internet Things J., August, 2023

Automatic Pipeline Parallelism: A Parallel Inference Framework for Deep Learning Applications in 6G Mobile Communication Systems.
IEEE J. Sel. Areas Commun., July, 2023

<i>WH</i><sup>2</sup><i>D</i><sup>2</sup><i>N</i><sup>2</sup>: Distributed AI-enabled OK-ASN Service for Web of Things.
ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2023

A Software-Based Remote Attestation Scheme for Internet of Things Devices.
IEEE Trans. Dependable Secur. Comput., 2023

Perceptual Data Augmentation for Biomedical Coronary Vessel Segmentation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Hierarchical Adaptive Collaborative Learning: A Distributed Learning Framework for Customized Cloud Services in 6G Mobile Systems.
IEEE Netw., 2023

OSTTD: Offloading of Splittable Tasks With Topological Dependence in Multi-Tier Computing Networks.
IEEE J. Sel. Areas Commun., 2023

SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks.
CoRR, 2023

PFLlib: Personalized Federated Learning Algorithm Library.
CoRR, 2023

Chrion: Optimizing Recurrent Neural Network Inference by Collaboratively Utilizing CPUs and GPUs.
CoRR, 2023

Eliminating Domain Bias for Federated Learning in Representation Space.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-supervised Multi-object Tracking with Cycle-Consistency.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples.
Proceedings of the International Conference on Machine Learning, 2023

GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion.
Proceedings of the IEEE International Conference on Acoustics, 2023

Information Bound and Its Applications in Bayesian Neural Networks.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

FedALA: Adaptive Local Aggregation for Personalized Federated Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Group-Based Multicast Service Authentication and Data Transmission Scheme for 5G-V2X.
IEEE Trans. Intell. Transp. Syst., 2022

ES2: Building an Efficient and Responsive Event Path for I/O Virtualization.
IEEE Trans. Cloud Comput., 2022

Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks.
IEEE Trans. Big Data, 2022

A robust authentication scheme for remote diagnosis and maintenance in 5G V2N.
J. Netw. Comput. Appl., 2022

RPRIA: Reputation and PUF-Based Remote Identity Attestation Protocol for Massive IoT Devices.
IEEE Internet Things J., 2022

An Efficient Deep Learning Approach To IoT Intrusion Detection.
Comput. J., 2022

Batch Gradient Descent-based Optimization of WMMSE for Rate Splitting Strategy.
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

Improving Bayesian Neural Networks by Adversarial Sampling.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Hierarchical Satellite System Graph for Approximate Nearest Neighbor Search on Big Data.
Trans. Data Sci., 2021

A Composable Multifactor Identity Authentication and Authorization Scheme for 5G Services.
Secur. Commun. Networks, 2021

SpaceDML: Enabling Distributed Machine Learning in Space Information Networks.
IEEE Netw., 2021

Themis: A Fair Evaluation Platform for Computer Vision Competitions.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Self-Supervised Vessel Segmentation via Adversarial Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2021

Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Siren: Byzantine-robust Federated Learning via Proactive Alarming.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020
FTGPHA: Fixed-Trajectory Group Pre-Handover Authentication Mechanism for Mobile Relays in 5G High-Speed Rail Networks.
IEEE Trans. Veh. Technol., 2020

LAA: Lattice-Based Access Authentication Scheme for IoT in Space Information Networks.
IEEE Internet Things J., 2020

LSAA: A Lightweight and Secure Access Authentication Scheme for Both UE and mMTC Devices in 5G Networks.
IEEE Internet Things J., 2020

A Survey on Security Aspects for 3GPP 5G Networks.
IEEE Commun. Surv. Tutorials, 2020

Balancing Power And Performance In HPC Clouds.
Comput. J., 2020

Online traffic-aware linked VM placement in cloud data centers.
Sci. China Inf. Sci., 2020

A Secure Authentication Scheme for Remote Diagnosis and Maintenance in Internet of Vehicles.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

VTT: Long-term Visual Tracking with Transformers.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Dual Adversarial Network for Deep Active Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Reinforcing Neural Network Stability with Attractor Dynamics.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
When I/O Interrupt Becomes System Bottleneck: Efficiency and Scalability Enhancement for SR-IOV Network Virtualization.
IEEE Trans. Cloud Comput., 2019

LG-RAM: Load-aware global resource affinity management for virtualized multicore systems.
J. Syst. Archit., 2019

vSimilar: A high-adaptive VM scheduler based on the CPU pool mechanism.
J. Syst. Archit., 2019

Better Accuracy and Efficiency for Fuzzy Search on Encrypted Data.
CoRR, 2019

Implementation of an effective dynamic concolic execution framework for analyzing binary programs.
Comput. Secur., 2019

PPSHA: Privacy preserving secure handover authentication scheme for all application scenarios in LTE-A networks.
Ad Hoc Networks, 2019

Unsupervised Video Summarization with Attentive Conditional Generative Adversarial Networks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

EnclaveCache: A Secure and Scalable Key-value Cache in Multi-tenant Clouds using Intel SGX.
Proceedings of the 20th International Middleware Conference, 2019

Object Guided External Memory Network for Video Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

vDARM: Dynamic Adaptive Resource Management for Virtualized Multiprocessor Systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018
D<sup>2</sup>FL: Design and Implementation of Distributed Dynamic Fault Localization.
IEEE Trans. Dependable Secur. Comput., 2018

FastDesk: A remote desktop virtualization system for multi-tenant.
Future Gener. Comput. Syst., 2018

An effective partitional clustering algorithm based on new clustering validity index.
Appl. Soft Comput., 2018

Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Optimizing Virtual Resource Management for Consolidated NUMA Systems.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Topology-aware virtual resource management for heterogeneous multicore systems.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Deep Learning based Fetal Middle Cerebral Artery Segmentation in Large-scale Ultrasound Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
ForenVisor: A Tool for Acquiring and Preserving Reliable Data in Cloud Live Forensics.
IEEE Trans. Cloud Comput., 2017

Accurate CPU Proportional Share and Predictable I/O Responsiveness for Virtual Machine Monitor: A Case Study in Xen.
IEEE Trans. Cloud Comput., 2017

TEES: An Efficient Search Scheme over Encrypted Data on Mobile Cloud.
IEEE Trans. Cloud Comput., 2017

Ashman: A Bandwidth Fragmentation-Based Dynamic Flow Scheduling for Data Center Networks.
Comput. J., 2017

ES2: Aiming at an Optimal Virtual I/O Event Path.
Proceedings of the 46th International Conference on Parallel Processing, 2017

2016
Optimizations for High Performance Network Virtualization.
J. Comput. Sci. Technol., 2016

A user mode CPU-GPU scheduling framework for hybrid workloads.
Future Gener. Comput. Syst., 2016

2015
EnDAS: Efficient Encrypted Data Search as a Mobile Cloud Service.
IEEE Trans. Emerg. Top. Comput., 2015

A survey on data center networking for cloud computing.
Comput. Networks, 2015

WaSCO: A Hybrid Enterprise Desktop Wake-Up System Based on Cloud Infrastructure.
IEEE Access, 2015

DaSS: Dynamic Time Slice Scheduler for Virtual Machine Monitor.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

vINT: Hardware-Assisted Virtual Interrupt Remapping for SMP VM with Scheduling Awareness.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

2014
Workload-Aware Credit Scheduler for Improving Network I/O Performance in Virtualization Environment.
IEEE Trans. Cloud Comput., 2014

Two-phase execution of binary applications on CPU/GPU machines.
Comput. Electr. Eng., 2014

Pinso: Precise Isolation of Concurrency Bugs via Delta Triaging.
Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

2013
Performance Enhancement for Network I/O Virtualization with Efficient Interrupt Coalescing and Virtual Receive-Side Scaling.
IEEE Trans. Parallel Distributed Syst., 2013

Cache isolation for virtualization of mixed general-purpose and real-time systems.
J. Syst. Archit., 2013

Performance Tuning Towards a KVM-based Embedded Real-Time Virtualization System.
J. Inf. Sci. Eng., 2013

2012
SINOF: A dynamic-static combined framework for dynamic binary translation.
J. Syst. Archit., 2012

High Availability through Output Continuity.
Proceedings of the 2012 IEEE International Conference on Cluster Computing Workshops, 2012

Adaptive and Scalable Optimizations for High Performance SR-IOV.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

Adjustable Credit Scheduling for High Performance Network Virtualization.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011
A Dynamic-Static Combined Code Layout Reorganization Approach for Dynamic Binary Translation.
J. Softw., 2011

Partitioning the Conventional DBT System for Multiprocessors.
J. Comput. Sci. Technol., 2011

Code cache management based on working set in dynamic binary translator.
Comput. Sci. Inf. Syst., 2011

MTCrossBit: A dynamic binary translation system based on multithreaded optimization.
Sci. China Inf. Sci., 2011

2009
Network Anomaly Detection Based on Wavelet Fuzzy Neural Network with Modified QPSO.
Int. J. Distributed Sens. Networks, 2009

MTCrossBit: A Dynamic Binary Translation System Using Multithreaded Optimization Framework.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2009

2008
Network Anomaly Detection Using RBF Neural Network with Hybrid QPSO.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008


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