Vol. 2 No. 1 (2024): Computer Science and Engineering Transactions

Articles

• Federated Quality Control of Clinical TLF Outputs: Extending TLFQC with Privacy-Preserving Cross-Site Validation for Multi-Center Trials

  Zhouhua Chen, Quentin Gregory

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• Federated Quality Prediction and Explainability for Cross-Platform Large Model API Performance Monitoring

  Mingshan Hao, Martins R. Howard, Elliot Terry, Ningyue Fu

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• Graph Neural Network Approaches for Intelligent Topology Optimization in Future Wireless Networks

  Kareem Wagner, Abhay M. Varma, Fucui Pan

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• Graph Neural Network-Based Cross-Asset Volatility Propagation with Interpretable Structure Learning Under Realistic Walk-Forward Evaluation

  Vaibhav Varma

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• Graph-Based Human Activity Reasoning from Multi-Person Motion Trajectories

  Elliot Wood, Walid Karlsson

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• Instruction-Guided Video Representation Learning for Complex Procedure Understanding

  Elliot Reed

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• Lightweight Spatiotemporal Feature Compression for Edge-Based Video Intelligence

  Leon Sanders, Sven Stanley, Pranav D. Saxena

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• Multi-Agent Reinforcement Learning for Energy-Efficient Resource Scheduling in 5G-A Systems

  Priya M. Chowdhury, Francesco Castillo, Ruben Clark

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• Robust Knowledge Distillation in Distributed LLMs Using Prototype-Constrained Semantic Defense Mechanisms

  Dustin J. Bergman, Casper Page, Guo Tan, Adrian Love

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• Robust Video Anomaly Detection via Hierarchical Motion Decomposition: Extensions of HY-Himmel Architecture

  Prakash Roy

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• Scientific Experiment Video Mining with HY-Himmel Hierarchical Temporal Encoding for Lab Automation Systems

  Paul Tucker, Anil J. Jha

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• Secure Video Surveillance via Hierarchical Multi-Stream Motion Encoding: A HY-Himmel Technical Report Extension

  Pavel Riley, Claudio Bailey, Tarun C. Krishnan, Mikko D. Allen

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