Longxiang Gao

Orcid: 0000-0002-3026-7537

According to our database1, Longxiang Gao authored at least 160 papers between 2009 and 2024.

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

Timeline

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Bibliography

2024
Learning to learn for few-shot continual active learning.
Artif. Intell. Rev., October, 2024

Prototype-Guided Memory Replay for Continual Learning.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices.
IEEE Internet Things J., June, 2024

Long-Term Over One-Off: Heterogeneity-Oriented Dynamic Verification Assignment for Edge Data Integrity.
IEEE Trans. Mob. Comput., May, 2024

Data Integrity Verification in Mobile Edge Computing With Multi-Vendor and Multi-Server.
IEEE Trans. Mob. Comput., May, 2024

SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems.
IEEE Trans. Mob. Comput., May, 2024

ARFL: Adaptive and Robust Federated Learning.
IEEE Trans. Mob. Comput., May, 2024

A Learning-Based Hierarchical Edge Data Corruption Detection Framework in Edge Intelligence.
IEEE Internet Things J., May, 2024

Long-Term Proof-of-Contribution: An Incentivized Consensus Algorithm for Blockchain-Enabled Federated Learning.
IEEE Trans. Serv. Comput., 2024

Blockchained Dual-Asynchronous Federated Learning Services for Digital Twin Empowered Edge-Cloud Continuum.
IEEE Trans. Serv. Comput., 2024

Context-Aware Consensus Algorithm for Blockchain-Empowered Federated Learning.
IEEE Trans. Cloud Comput., 2024

An Optimized Privacy-Protected Blockchain System for Supply Chain on Internet of Things.
IEEE Internet Things J., 2024

POS-BERT: Point cloud one-stage BERT pre-training.
Expert Syst. Appl., 2024

FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification.
CoRR, 2024

Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey.
IEEE Commun. Surv. Tutorials, 2024

A Data Synchronization Incentive Scheme in Vehicular Digital Twin Network with Stackelberg Game.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

From Data Integrity to Global ModeI Integrity for Decentralized Federated Learning: A Blockchain-based Approach.
Proceedings of the International Joint Conference on Neural Networks, 2024

Grouped Federated Meta-Learning for Privacy-Preserving Rare Disease Diagnosis.
Proceedings of the International Joint Conference on Neural Networks, 2024

SGD-YOLOv5: A Small Object Detection Model for Complex Industrial Environments.
Proceedings of the International Joint Conference on Neural Networks, 2024

Borderline Sample Extraction from a Trained Classifier.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks (Extended Abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Control Flow Divergence Optimization by Exploiting Tensor Cores.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
A Comprehensive Survey on Multi-View Clustering.
IEEE Trans. Knowl. Data Eng., December, 2023

Hybrid variational autoencoder for time series forecasting.
Knowl. Based Syst., December, 2023

Data Synchronization in Vehicular Digital Twin Network: A Game Theoretic Approach.
IEEE Trans. Wirel. Commun., November, 2023

Asynchronous federated learning on heterogeneous devices: A survey.
Comput. Sci. Rev., November, 2023

Digital Twin Enabled Remote Data Sharing for Internet of Vehicles: System and Incentive Design.
IEEE Trans. Veh. Technol., October, 2023

Trustworthy Sensor Fusion Against Inaudible Command Attacks in Advanced Driver-Assistance Systems.
IEEE Internet Things J., October, 2023

Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals.
IEEE Trans. Cybern., September, 2023

Toward IoT Node Authentication Mechanism in Next Generation Networks.
IEEE Internet Things J., August, 2023

Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks.
IEEE Trans. Knowl. Data Eng., July, 2023

ROS-Based Collaborative Driving Framework in Autonomous Vehicular Networks.
IEEE Trans. Veh. Technol., June, 2023

CoSS: Leveraging Statement Semantics for Code Summarization.
IEEE Trans. Software Eng., June, 2023

An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation.
IEEE Trans. Veh. Technol., May, 2023

Designing a Secure Blockchain-Based Supply Chain Management Framework.
J. Comput. Inf. Syst., May, 2023

A Lightweight Model-Based Evolutionary Consensus Protocol in Blockchain as a Service for IoT.
IEEE Trans. Serv. Comput., 2023

Federated Learning via Disentangled Information Bottleneck.
IEEE Trans. Serv. Comput., 2023

SSVS-SSVD Based Desynchronization Attacks Resilient Watermarking Method for Stereo Signals.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Query-Efficient Black-Box Adversarial Attacks on Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Machine translation-based fine-grained comments generation for solidity smart contracts.
Inf. Softw. Technol., 2023

Blockchain-enabled Federated Learning: A Survey.
ACM Comput. Surv., 2023

Trustworthy Sensor Fusion against Inaudible Command Attacks in Advanced Driver-Assistance System.
CoRR, 2023

Bio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023

Temporal Knowledge Graph Completion: A Survey.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

A Socio-Technical Metaverse Development Framework in Higher Education.
Proceedings of the 44th International Conference on Information Systems, 2023

2022
Privacy Preservation in IoT: Machine Learning Approaches - A Comprehensive Survey and Use Cases
Springer Briefs in Computer Science, Springer, ISBN: 978-981-19-1796-7, 2022

Desynchronization-attack-resilient audio watermarking mechanism for stereo signals using the linear correlation between channels.
World Wide Web, 2022

Digital Twin Empowered Heterogeneous Network Selection in Vehicular Networks With Knowledge Transfer.
IEEE Trans. Veh. Technol., 2022

Blockchain-Based Audio Watermarking Technique for Multimedia Copyright Protection in Distribution Networks.
ACM Trans. Multim. Comput. Commun. Appl., 2022

A Covert Electricity-Theft Cyberattack Against Machine Learning-Based Detection Models.
IEEE Trans. Ind. Informatics, 2022

Robust Federated Averaging via Outlier Pruning.
IEEE Signal Process. Lett., 2022

FedTwin: Blockchain-Enabled Adaptive Asynchronous Federated Learning for Digital Twin Networks.
IEEE Netw., 2022

FL-SEC: Privacy-Preserving Decentralized Federated Learning Using SignSGD for the Internet of Artificially Intelligent Things.
IEEE Internet Things Mag., 2022

A Lightweight and Attack-Proof Bidirectional Blockchain Paradigm for Internet of Things.
IEEE Internet Things J., 2022

LSP: Lightweight Smart-Contract-Based Transaction Prioritization Scheme for Smart Healthcare.
IEEE Internet Things J., 2022

RF Fingerprinting-Based IoT Node Authentication Using Mahalanobis Distance Correlation Theory.
IEEE Netw. Lett., 2022

A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends.
CoRR, 2022

Blockchain-based Digital Twin for Supply Chain Management: A Literature Review and Future Research Directions.
CoRR, 2022

Learning Based Task Offloading in Digital Twin Empowered Internet of Vehicles.
CoRR, 2022

Privacy-preserving blockchain-enabled federated learning for B5G-Driven edge computing.
Comput. Networks, 2022

A Bytecode-based Approach for Smart Contract Classification.
Proceedings of the IEEE International Conference on Software Analysis, 2022

A Robust NFT Assisted Knowledge Distillation Framework for Edge Computing.
Proceedings of the Tools for Design, Implementation and Verification of Emerging Information Technologies, 2022

FSVM: Federated Support Vector Machines for Smart City.
Proceedings of the Tools for Design, Implementation and Verification of Emerging Information Technologies, 2022

Towards Accurate Knowledge Transfer between Transformer-based Models for Code Summarization.
Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Personalized Privacy-Preserving Medical Data Sharing for Blockchain-based Smart Healthcare Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Impersonation Attack Detection in IoT Networks.
Proceedings of the IEEE Global Communications Conference, 2022

BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data Mining.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

Semi-supervised Continual Learning with Meta Self-training.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Privacy-Preserving in Edge Computing
Wireless Networks, Springer, ISBN: 978-981-16-2198-7, 2021

Mutual Information Driven Federated Learning.
IEEE Trans. Parallel Distributed Syst., 2021

A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks.
IEEE Trans. Ind. Informatics, 2021

Non-Linear-Echo Based Anti-Collusion Mechanism for Audio Signals.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Segmental DCT Coefficient Reversal Based Anti-Collusion Audio Fingerprinting Mechanism.
IEEE Signal Process. Lett., 2021

DP-GAN: Differentially private consecutive data publishing using generative adversarial nets.
J. Netw. Comput. Appl., 2021

A Smart-Contract-Based Access Control Framework for Cloud Smart Healthcare System.
IEEE Internet Things J., 2021

Self-supervised cross-iterative clustering for unlabeled plant disease images.
Neurocomputing, 2021

A fast and scalable authentication scheme in IOT for smart living.
Future Gener. Comput. Syst., 2021

Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data.
Data Min. Knowl. Discov., 2021

Semantic Code Search for Smart Contracts.
CoRR, 2021

Prototypes-Guided Memory Replay for Continual Learning.
CoRR, 2021

Federated Learning Meets Natural Language Processing: A Survey.
CoRR, 2021

SolcTrans: Towards machine translation of Solidity smart contract source code.
CoRR, 2021

The Paradigm of Digital Twin Communications.
CoRR, 2021

Chaotic-to-Fine Clustering for Unlabeled Plant Disease Images.
CoRR, 2021

Digital Twin Based Remote Resource Sharing in Internet of Vehicles using Consortium Blockchain.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

A Blockchain-Based Cooperative Perception in Internet of Vehicles.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

GPDP: Game-Enhanced Personalized Differentially Private Smart Community.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021

BAFL: An Efficient Blockchain-Based Asynchronous Federated Learning Framework.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

Differentially Privacy-Preserving Federated Learning Using Wasserstein Generative Adversarial Network.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

Towards a Semantics-Based Search Engine for Smart Contract Information.
Proceedings of the Service-Oriented Computing - ICSOC 2021 Workshops, 2021

Ethereum Smart Contract Development in Solidity
Springer, ISBN: 978-981-15-6217-4, 2021

2020
Privacy on the Edge: Customizable Privacy-Preserving Context Sharing in Hierarchical Edge Computing.
IEEE Trans. Netw. Sci. Eng., 2020

Detecting false data attacks using machine learning techniques in smart grid: A survey.
J. Netw. Comput. Appl., 2020

A Fog-Based Recommender System.
IEEE Internet Things J., 2020

Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing.
IEEE Internet Things J., 2020

QoS-Aware Personalized Privacy With Multipath TCP for Industrial IoT: Analysis and Design.
IEEE Internet Things J., 2020

An Inherent Property-Based Rumor Dissemination Model in Online Social Networks.
IEEE Netw. Lett., 2020

SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.
CoRR, 2020

Leveraging Cross Feedback of User and Item Embeddings for Variational Autoencoder based Collaborative Filtering.
CoRR, 2020

A Survey of Handy See-Through Wall Technology.
IEEE Access, 2020

Channel Correlation Based Robust Audio Watermarking Mechanism for Stereo Signals.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Robust Blockchain-Based Cross-Platform Audio Copyright Protection System Using Content-Based Fingerprint.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Location-Aware Privacy Preserving Scheme in SDN-Enabled Fog Computing.
Proceedings of the Security and Privacy in Digital Economy, 2020

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Protecting IP of Deep Neural Networks with Watermarking: A New Label Helps.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

A Privacy Preserving Aggregation Scheme for Fog-Based Recommender System.
Proceedings of the Network and System Security - 14th International Conference, 2020

Non-Technical Losses Detection in Smart Grids: An Ensemble Data-Driven Approach.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

Reliable Customized Privacy-Preserving in Fog Computing.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Realizing Video Analytic Service in the Fog-Based Infrastructure-Less Environments.
Proceedings of the 2nd Workshop on Fog Computing and the IoT, 2020

Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

When 5G Meets Industry 4.0
Springer, ISBN: 978-981-15-6731-5, 2020

Blockchain-driven privacy-preserving machine learning.
Proceedings of the Blockchains for Network Security: Principles, 2020

2019
Location Privacy Protection in Smart Health Care System.
IEEE Internet Things J., 2019

Progressive Average-Based Smart Meter Privacy Enhancement Using Rechargeable Batteries.
IEEE Internet Things J., 2019

Sustainability Analysis for Fog Nodes With Renewable Energy Supplies.
IEEE Internet Things J., 2019

Cyber security framework for Internet of Things-based Energy Internet.
Future Gener. Comput. Syst., 2019

Efficient and privacy preserving access control scheme for fog-enabled IoT.
Future Gener. Comput. Syst., 2019

Variational Auto-encoder Based Bayesian Poisson Tensor Factorization for Sparse and Imbalanced Count Data.
CoRR, 2019

Energy-Sustainable Fog System for Mobile Web Services in Infrastructure-Less Environments.
IEEE Access, 2019

APDP: Attack-Proof Personalized Differential Privacy Model for a Smart Home.
IEEE Access, 2019

Pre-adjustment Based Anti-collusion Mechanism for Audio Signals.
Proceedings of the Network and System Security - 13th International Conference, 2019

GAN-DP: Generative Adversarial Net Driven Differentially Privacy-Preserving Big Data Publishing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Context-Aware Privacy Preservation in a Hierarchical Fog Computing System.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Generative Adversarial Nets Enhanced Continual Data Release Using Differential Privacy.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

2018
Malware Propagations in Wireless Ad Hoc Networks.
IEEE Trans. Dependable Secur. Comput., 2018

A Hybrid Privacy Protection Scheme in Cyber-Physical Social Networks.
IEEE Trans. Comput. Soc. Syst., 2018

Programming Foundations for Scientific Big Data Analytics.
Sci. Program., 2018

Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions.
IEEE Access, 2018

Location Privacy and Its Applications: A Systematic Study.
IEEE Access, 2018

Security and Privacy in Smart Cities: Challenges and Opportunities.
IEEE Access, 2018

A Trust-Grained Personalized Privacy-Preserving Scheme for Big Social Data.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
FogRoute: DTN-Based Data Dissemination Model in Fog Computing.
IEEE Internet Things J., 2017

A Cooperative-Based Model for Smart-Sensing Tasks in Fog Computing.
IEEE Access, 2017

Scoring Users' Privacy Disclosure Across Multiple Online Social Networks.
IEEE Access, 2017

Towards an Analysis of Traffic Shaping and Policing in Fog Networks Using Stochastic Fluid Models.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Latency estimation for fog-based internet of things.
Proceedings of the 27th International Telecommunication Networks and Applications Conference, 2017

FuzzyDP: Fuzzy-based big data publishing against inquiry attacks.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Preferential attachment and the spreading influence of users in online social networks.
Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

Big data set privacy preserving through sensitive attribute-based grouping.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks.
IEEE Trans. Veh. Technol., 2016

A scalable and automatic mechanism for resource allocation in self-organizing cloud.
Peer-to-Peer Netw. Appl., 2016

Complex network theoretical analysis on information dissemination over vehicular networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Delay Tolerant Networks
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-18108-0, 2015

Fog Computing: Focusing on Mobile Users at the Edge.
CoRR, 2015

Mobility Increases the Risk of Malware Propagations in Wireless Networks.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Clouds selection for network appliances based on trust credibility.
Proceedings of the International Telecommunication Networks and Applications Conference, 2015

2013
Multidimensional Routing Protocol in Human-Associated Delay-Tolerant Networks.
IEEE Trans. Mob. Comput., 2013

Privacy Protected Data Forwarding in Human Associated Delay Tolerant Networks.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Anonymous Data Forwarding in Human Associated Delay Tolerant Networks.
Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

2012
M-Dimension: Multi-characteristics based routing protocol in human associated delay-tolerant networks with improved performance over one dimensional classic models.
J. Netw. Comput. Appl., 2012

A minimum disclosure approach to authentication and privacy in RFID systems.
Comput. Networks, 2012

AMDD: Exploring Entropy Based Anonymous Multi-dimensional Data Detection for Network Optimization in Human Associated DTNs.
Proceedings of the 11th IEEE International Conference on Trust, 2012

Effects of Social Characters in Viral Propagation Seeding Strategies in Online Social Networks.
Proceedings of the 11th IEEE International Conference on Trust, 2012

2011
MAR: Message-aware routing for opportunistic wireless ad hoc networks.
Proceedings of the Australasian Telecommunication Networks and Applications Conference, 2011

Multi-level virtual ring: An architecture for content routing in wireless sensor network.
Proceedings of the IEEE 17th Asia-Pacific Conference on Communications, 2011

2010
S-Kcore: A Social-aware Kcore Decomposition Algorithm in Pocket Switched Networks.
Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

2009
Multi-Level Virtual Ring: Cross-Level Name Routing with Embedded Identifier in Sensor Network.
Proceedings of the 2009 International Conference on Wireless Networks, 2009


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