Chunming Rong
Chief Scientist
cron@norceresearch.no
Prof. Olav Hanssensvei 15, 4021 Stavanger, Norway
Division
Energy & Technology
Research Groups
More information about Chunming
Projects
Publications
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Academic articleFederated large domain model system– Blockchain: Research and Applications 2025
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Academic literature reviewOnline deep learning’s role in conquering the challenges of streaming data: a survey– Knowledge and Information Systems 2025
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Academic chapterFederated AI Chat System: Tackling Tacit Knowledge Management– 2024
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Academic articlePriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds– Lecture Notes in Computer Science (LNCS) 2024
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Academic articleUAV Dynamic Service Function Chains Deployment Based on Security Considerations: A Reinforcement Learning Method– IEEE Internet of Things Journal 2024
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Conference lectureLeveraging YOLOv8 Fine-Tuning and SEEM Inference for Accurate Building Segmentation Using RGB and LiDAR Datasets– 2nd International Conference on Frontiers of AI, Ethics, and Multidisciplinary Applications (FAIEMA) 2024
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Academic articleUnderstanding Federated Learning from IID to Non-IID dataset: An Experimental Study– NIKT: Norsk IKT-konferanse for forskning og utdanning 2024
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Academic articleEquipping computational pathology systems with artifact processing pipelines: a showcase for computation and performance trade-offs– BMC Medical Informatics and Decision Making 2024
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Academic articleGenetic Algorithm Empowering Unsupervised Learning for Optimizing Building Segmentation from Light Detection and Ranging Point Clouds– Remote Sensing 2024
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Academic articleQoS Aware Virtual Network Embedding in Space-Air-Ground-Ocean Integrated Network– IEEE Transactions on Services Computing 2024
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Academic articleProfit-Aware Cooperative Offloading in UAV-Enabled MEC Systems Using Lightweight Deep Reinforcement Learning– IEEE Internet of Things Journal 2024
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Academic articleBuilding Precision: Efficient Encoder-Decoder Networks for Remote Sensing Based on Aerial RGB and LiDAR Data– IEEE Access 2024
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Academic chapterFlexible and secure code deployment in federated learning using large language models : Prompt engineering to enhance malicious code detection– 2024
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Academic chapterPrecision in Building Extraction : Comparing Shallow and Deep Models Using LiDAR Data– 2024
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Academic chapterTPMR : A novel method for automated identification of well pressure transients– 2023
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Academic chapterCross-domain knowledge discovery and sharing in digital subsurface based on federated learning– 2023
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Conference lectureSolving Nonlinear Conservation Laws of Partial Differential Equations Using Graph Neural Networks– Northern Lights Deep Learning Workshop 2023 2023
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Conference lectureA Survey on Dataset Distillation: Approaches, Applications and Future Directions– Thirty-Second International Joint Conference on Artificial Intelligence 2023
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Conference lectureTowards a Privacy-Preserving Distributed Cloud Service for Preprocessing Very Large Medical Images– 2023 IEEE International Conference on Digital Health (ICDH) 2023
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Conference lectureAn Isolation-aware Online Virtual Network Embedding via Deep Reinforcement Learning– 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops 2023
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Academic articleResource Allocation With Workload-Time Windows for Cloud-Based Software Services: A Deep Reinforcement Learning Approach– IEEE Transactions on Cloud Computing 2023
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Academic articleJoint Trajectory and Energy Consumption Optimization Based on UAV Wireless Charging in Cloud Computing System– IEEE Transactions on Cloud Computing 2023
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Academic articleLoad Balancing for Multiedge Collaboration in Wireless Metropolitan Area Networks: A Two-Stage Decision-Making Approach– IEEE Internet of Things Journal 2023
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Conference lectureCross-domain knowledge discovery and sharing in digital subsurface based on federated learning– International Conference on Ocean, Offshore and Arctic Engineering 2023
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Academic chapterTowards a privacy-preserving distributed cloud service for preprocessing very large medical images– 2023
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Academic chapterA Control Volume Material Balance Approach and Its Applications to Real-Time Flow Diagnostics– 2023
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Academic chapterAn isolation-aware online virtual network embedding via deep reinforcement learning– 2023
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Academic articleSolving Nonlinear Conservation Laws of Partial Differential Equations Using Graph Neural Networks– Proceedings of the Northern Lights Deep Learning Workshop 2023
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Academic articlePrivacy-Preserving Split Learning for Large-Scaled Vision Pre-Training– IEEE Transactions on Information Forensics and Security 2023
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Academic literature reviewReview of Different Methods for Identification of Transients in Pressure Measurements by Permanent Downhole Gauges Installed in Wells– Energies 2023
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Academic articleTime Controlled Expressive Predicate Query With Accountable Anonymity– IEEE Transactions on Services Computing 2023
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Academic articleNewbornTime - improved newborn care based on video and artificial intelligence - study protocol– BMC Digital Health 2023
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Academic articleImproved Gradient Inversion Attacks and Defenses in Federated Learning– IEEE Transactions on Big Data 2023
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Academic articleNttpFL: Privacy-Preserving Oriented No Trusted Third Party Federated Learning System Based on Blockchain– IEEE Transactions on Network and Service Management 2022
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Academic chapterAnomaly Detection in Smart Meter Data for Preventing Potential Smart Grid Imbalance– 2022
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Academic chapterBlockchain Empowered and Self-sovereign Access Control System– 2022
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Academic chapterBlockchain-based Cross-organizational Workflow Platform– 2022
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Academic chapterNFT as a proof of digital ownership-reward system integrated to a secure distributed computing blockchain framework– 2022
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Academic chapterManaging Digital Objects with Decentralised Identifiers based on NFT-like schema– 2022
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Conference lectureTowards general deep leakage in federated learning– International Workshop on Trustable, Verifiable and Auditable Federated Learning in Conjunction with AAAI 2022 (FL-AAAI-22) 2022
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Conference lectureFederated Knowledge Cloud for Energy AI by the National Centre NCS2030 of Norway– The November Conference - Brazil and Norway 2022
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Academic chapterTOTEM SDK : an open toolset for token controlled computation managed by blockchain– 2022
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Academic chapterQuantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images– 2022
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Academic articleGreen communication approach for the smart city using renewable energy systems– Energy Reports 2022
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Academic articleOpenIaC: open infrastructure as code - the network is my computer– Journal of Cloud Computing 2022
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Academic articleIntegrating big data and blockchain to manage energy smart grids—TOTEM framework– Blockchain: Research and Applications 2022
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Academic articleSecurity Analysis and Improvement of a Redactable Consortium Blockchain for Industrial Internet-of-Things– Computer journal 2021
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Academic articleDual Traceable Distributed Attribute-Based Searchable Encryption and Ownership Transfer– IEEE Transactions on Cloud Computing 2021
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Academic articleDBFT: A Byzantine Fault Tolerance Protocol with Graceful Performance Degradation– IEEE Transactions on Dependable and Secure Computing 2021
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Academic articleA Survey of Decentralizing Applications via Blockchain: The 5G and Beyond Perspective– IEEE Communications Surveys and Tutorials 2021
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Feature articleUser controlled, decentralized, distributed, and secure content distribution– US Patent 2021
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Feature articleMethod for Analyzing Data Using a Blockchain, a Data Provider and a Data Customer Therefor– US Patent 2021
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Academic articleBlockchain-based prosumer incentivization for peak mitigation through temporal aggregation and contextual clustering– Blockchain: Research and Applications 2021
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Academic articleBlockchain Based Transaction System with Fungible and Non-Fungible Tokens for a Community-Based Energy Infrastructure– Sensors 2021
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Academic chapterDID-eFed : Facilitating federated learning as a service with decentralized identities– 2021
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Academic articleJoint computation offloading and deployment optimization in multi-UAV-enabled MEC systems– Peer-to-Peer Networking and Applications 2021
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Academic articleAn Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities– IEEE Access 2021
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Academic articleContractguard: Defend ethereum smart contract with embedded intrusion detection– Chinese Journal of Network and Information Security 2020
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Academic chapterA Trustworthy Blockchain-based DecentralisedResource Management System in the Cloud– 2020
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Academic articleEnhanced Semantic-Aware Multi-Keyword Ranked Search Scheme Over Encrypted Cloud Data– IEEE Transactions on Cloud Computing 2020
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Academic chapterImproving Load Forecast Accuracy of Households Using Load Disaggregation Techniques– 2020
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Academic articleBlockchain based Power Transaction Asynchronous Settlement System– IEEE Vehicular Technology Conference (VTC) 2020
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Academic chapterA blockchain-based distributed controllable electricity transaction match system– 2020
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Academic chapterDistributed computational framework in TOTEM architecture enabled by blockchain– 2020
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Academic chapterDistributed multi-factor electricity transaction match mechanism based on blockchain– 2020
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Academic articleIntroducing a New Toolbox for Theory of Connection– International Journal of Simulation. Systems, Science and Technology 2020
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Academic chapterHousehold energy consumption prediction using evolutionary ensemble neural network– 2020
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Academic chapterDeep Learning for Short-Term Energy Load Forecasting Using Influential Factors– 2020
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Academic chapterEquipment Life Cycle Management Based on Private Blockchain and Smart Contract– 2020
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Academic chapterMethod to Solve a Privacy and Security Issue in Cloud for Energy Informatics– 2020
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Academic articleQHSE : An efficient privacy-preserving scheme for blockchain-based transactions– Future Generation Computer Systems 2020
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Academic articleRenewLedger : Renewable energy management powered by Hyperledger Fabric– Proceedings of the IEEE Symposium on Computers and Communications 2020
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Academic chapterDistributed Fog Computing Architecture for Real-Time Anomaly Detection in Smart Meter Data– 2020
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Academic articleAdaptive Resource Allocation and Consolidation for Scientific Workflow Scheduling in Multi-Cloud Environments– IEEE Access 2020
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Academic articleResource Allocation for Cloud-Based Software Services Using Prediction-Enabled Feedback Control With Reinforcement Learning– IEEE Transactions on Cloud Computing 2020
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Academic articlePrivacy-Preserving Medical Treatment System Through Nondeterministic Finite Automata– IEEE Transactions on Cloud Computing 2020
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Academic articleFog Computing for Realizing Smart Neighborhoods in Smart Grids– Computers 2020
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Academic articleSecure data transportation with software-defined networking and k-n secret sharing for high-confidence IoT services– IEEE Internet of Things Journal 2020
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Non-fiction chapterUtilization of Big Data in Energy Internet Infrastructure– 2020
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Non-fiction chapterArtificial Intelligence Models Used for Prediction in the Energy Internet– 2020
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Academic articlePSO-GA-Based Resource Allocation Strategy for Cloud-Based Software Services with Workload-Time Windows– IEEE Access 2020
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Academic articleShort-Term Load Forecasting Using Smart Meter Data: A Generalization Analysis– Processes 2020
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Academic articleTriangulum City Dashboard: An Interactive Data Analytic Platform for Visualizing Smart City Performance– Processes 2020
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Academic articleDBFT: A Byzantine Fault Tolerant Protocol with Graceful Performance Degradation– Symposium on Reliable Distributed Systems. Proceedings 2019
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Academic chapterCloud Computing: History and Overview– 2019
