Vol. 4 No. 1 (2026): Computer Science and Engineering Transactions

View Vol. 4 No. 1 (2026): Computer Science and Engineering Transactions

Published: 2026-01-01

Articles

Prompt Injection Resistance in Clinical LLM Agents via Structured Medical Ontology Alignment

Neil Simmons, Finn Marshall, Pedro Wagner
- PDF
An Intelligent Optimization Model for Energy-Efficient Cloud Computing Systems

Elena Vance
- PDF
A Hybrid Machine Learning Framework for Real-Time Network Intrusion Detection

Marcus Sterling, Elena Vance
- PDF
A Deep Learning-Based Approach for Fault Detection in Smart Manufacturing Environments

Julianne M. Thorne, Alistair K. Sterling, Elena R. Vance
- PDF
Deep Learning–Assisted Respiratory Risk Prediction and Sedation Safety Evaluation in Intravenous Anesthesia with Novel Endoscopic Nasal Mask Support

Brent Graham, Hudson Tucker, Anton Chandra, Sean Burns
- PDF
EthicalFlow: Dynamic Ethical Constraint Injection for Autonomous AI Agents through Reasoning-Path Control

Xavier M. Day, Fernando Peters, Aapo Crawford
- PDF
AI-Driven Nutrigenomic Modeling of Gene–Diet Interactions in Obesity and Insulin Resistance Through Skeletal Muscle Splicing Signatures

Vaibhav Venkataraman, Jean A. Harrison
- PDF
Accelerating Autonomous Vulnerability Remediation via Knowledge Graph Augmented Large Language Models for Scalable Security Patch Synthesis

Harrison W. Vance
- PDF
An AI-Driven System for Automated Software Testing and Quality Assurance

Brian K. Jensen
- PDF
Cross-Modal Scene Semantics and Graph Attention Networks for Human Motion Intention Prediction

Cody C. Hansen, Zhen Ding, Tejas Mishra
- PDF
A Distributed Computing Framework for Efficient Resource Scheduling in Large-Scale Systems

Elias Thorne, Sarah J. Vance, Marcus L. Halloway
- PDF
Diffusion-Based Urban Scene Generation and Risk Forecasting for Closed-Loop Autonomous Driving Simulation

Walid Dawson, Vinay Jain, Yu Cui, Zachary Robles
- PDF
Cross-Embodied Vision-Language-Action World Models for Autonomous Driving and Intelligent Robotics Transfer Learning

Krishna C. Agarwal, Emmett Wilson, Krish Shetty
- PDF
Digital Twin-Enabled AI Framework for Autonomous Network Operation and Service Assurance

Ningxu Chen, Timur Bates, Larry Lyons
- PDF
Federated Continual Learning for Privacy-Preserving Pedestrian Trajectory Prediction Across Smart Cities

Rohan Pathak, Milos L. Crawford
- PDF
Explainable Macro-Financial Fragility Detection Using Residual Stress Factors and Temporal Attention Models

Dan Dai, Jeffrey Zimmerman
- PDF
Low-Response Material Identification in Mixed Hyperspectral Pixels

Mark Makinen
- PDF
Prototype-Guided Defense in Edge AI: Securing Distributed Inference Against Model Poisoning in Resource-Constrained Systems

Fei Luo, Bastian Steele, Leif L. Johnston
- PDF
Explainable Cultural Bias Mitigation in Generative AI through Semantic Trace Routing and Layerwise Safety Calibration

Jack A. Harrison, Stefano A. Ferguson, Emmett Lopez, Vikram J. Kapoor
- PDF
AI-Enabled Multi-Omics Modeling of Aberrant Gene Regulatory Programs in Tumor Development

Nikhil Nair, Sanjay Saxena
- PDF
Robust Abundance Estimation in Hyperspectral Images Using Spectral-Spatial Deep Learning

Robert R. Hart, Abhay Hegde
- PDF
Federated Debiasing Frameworks for Privacy-Preserving and Culturally Inclusive Text-to-Image Generation

Wengao Cheng, Vinay Saha, Umesh L. Pillai, Warren Bell
- PDF
Cross-Domain Intent-Aware Trajectory Prediction via Flexible Multi-Generator Spatiotemporal Graph Learning

Kekai Liu, Yufei Jia, Bjorn Clark
- PDF
Physics-Grounded Human Motion Forecasting with 3D Scene-Aware Diffusion Models for Embodied AI

Otis Thornton, Akshay Rao
- PDF
Machine Learning Identification of Regulatory Signatures in Oncogene-Driven Transcriptomic Remodeling

Mahesh Pillai, Varun R. Rao, Viktor Erickson, Kang Qiu
- PDF
Spatial-Elevation Guided Hyperspectral Representation Learning for Complex Urban Surface Mapping

Eduard Richards, Zixuan Deng, Scott Marshall
- PDF
Privacy-Preserving Reinforcement Learning for Robust Medical Intelligent Agents Under Adversarial Attacks

Navin Bansal, Troy Becker
- PDF
Multi-Agent Collaboration with Adversarial Filtering for Reliable Medical Diagnosis Support

Nathan Hawkins, Keith Bell
- PDF
Spectral Attention Networks for Hyperspectral Material Decomposition

Leon Jorgensen, Pedro Hayes, Hector Rao
- PDF
Scalable Vertical Federated Learning for Financial Systems with Prototype Consistency Based Malware and Backdoor Defense Strategy

Sven J. Crawford
- PDF
GreenSafe-LLM: Energy-Aware Safety Optimization for Large Foundation Models via Selective Computational Path Intervention

Suresh Chandra, Isaac Robles, Prakash D. Mathur
- PDF
Multimodal Remote Sensing Classification via Hierarchical Fusion of Hyperspectral Bands and LiDAR-Derived Features

Jeffrey Ortiz, Aamir Naidu
- PDF
Human-in-the-Loop Ethical Alignment for Culturally Diverse AI Image Synthesis Platforms

Bruce Perry, Malcolm J. Robles, Walid Riley
- PDF
Personalized 3D Scene Generation with Spatially Grounded Diffusion Models for Immersive VR Content Creation

Finn Norris, Manoj Menon, Sagar M. Saini, Suraj Jain
- PDF
Robust Federated Reinforcement Learning under Adversarial Clients via Prototype Consistency Regularization

Gerald J. Erickson
- PDF
Spectral-Spatial Feature Integration for Hyperspectral and LiDAR-Based Urban Land Cover Classification

Aapo R. Rhodes
- PDF
Trustworthy IoT Federated Systems: Prototype-Level Defense Mechanisms Against Distributed Backdoor Injection

Wesley Powers, Rahul Srinivasan, Huaqiang Cui
- PDF
Uncertainty-Aware LLM Agents for Safe Medical Decision-Making in Noisy Clinical Environments

Abhishek Banerjee
- PDF
Transformer-Based Prediction of Context-Dependent Transcriptional Regulation in Cancer Biology

Chetan Subramanian, Nathan Douglas
- PDF
Weak Component Preservation in Deep Hyperspectral Unmixing Models

Tobias Andersson, Sahil Iyer, Keith C. Cook
- PDF
Meta-Reflective Reinforcement Learning for Adaptive Decision-Making in Tool-Using LLM Systems

Ronald D. Peters, Yimingdong Cao, Mahesh Yadav
- PDF
Robust Land Cover Classification Using Joint Spectral, Spatial, and Elevation Representations

Rainer Barnett, Claude L. Holm
- PDF
Multi-Agent Cooperative Planning and Execution Framework for Distributed LLM Reasoning Systems

Bastian J. Page, Harish Mahajan, Xuan Cai, Hugo Sanders
- PDF
SlowDelib-RAG: Integrating Reflective Retrieval-Augmented Reasoning into Fast Decision Policies for LLM Agents

Aapo L. Bush, Reid Lawson, Jorge Rao
- PDF
Trust-Aware Human–AI Collaborative Decision Making Using Dual-Process Large Language Model Architectures

Damien Lehtonen, Edwin Lowe, Maurice C. Parker
- PDF