Vol. 1 No. 1 (2026): Journal of Advanced Artificial Intelligence Research

Published: 2026-01-01

Articles

Efficient Video Anomaly Localization through Persistent Memory Modeling and Temporal Feature Refinement

Cesar Lindberg, Matteo Norris (Author)
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Knowledge Graph Enhanced AIOps Framework for Root Cause Analysis in Network Slice Service Degradation

Jiank Leawis, Pavel May, Ole Woods (Author)
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Cross-Domain Video Object Segmentation via Memory-Guided Transfer Learning and Lightweight Adaptation

Niklas Bryant, Karan D. Pandey (Author)
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Explainable Cultural Bias Auditing Framework for Text-to-Image Generative Models Across Multilingual Contexts

Xuechong Yin, Leishan Duan, Damien Bush (Author)
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Adaptive Parameter-Efficient Fine-Tuning for Open-World Video Object Segmentation in Dynamic Scenes

Rowan J. Lindgren (Author)
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Adversarial Prompt Robustness and Cultural Representation Consistency in Large-Scale Text-to-Image Systems

Rajesh Galik, Daominik Rolfe, Suresh A. Roy (Author)
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Adaptive Memory-Augmented Video-Language Models for Fine-Grained Temporal Event Reasoning

Zhanhaoran Mao, Shane Miles, Tejas J. Gandhi (Author)
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Adversarially Robust Prompt Tuning through Selective Prompt Diversification and Injection

Matthias R. Simmons, Kiran Melhatra, Chetan R. Mishra (Author)
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Federated Auditing of Cultural Fairness in Privacy-Preserving Text-to-Image Generation Models

Ross Franklin, Shanae D. Rese, Hudson A. Nieminen (Author)
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Federated Prompt Tuning with Selective Prompt Synchronization for Privacy-Preserving NLP

Adrien T. Waber, Nieolas Kaennedy, Larry Simmons, Jeffrey L. Mendoza (Author)
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Knowledge-Grounded Cultural Alignment Strategies for Safe and Inclusive Visual Content Generation

Miguel M. Bennett, Hugo R. Carr, Luben Ropez, Wenhaogang Mao (Author)
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Energy-Efficient Prompt Placement for Green Artificial Intelligence in Large-Scale NLP Systems

Jiake Lei (Author)
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Path-Aware Defense Against Prompt Injection Attacks in Retrieval-Augmented Large Language Models

Damien L. Perez, Iecac Rhodes (Author)
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Graph Neural Network-Based Structural Health Monitoring of Intelligent Laminated Damping Systems

Mirtins Parker, Elliot M. Schmidt, Larry Salonen (Author)
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Transformer-Based Multimodal Human Attribute Recognition and Identity Matching Under Appearance Variations

Wijay Sangh (Author)
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Large Language Model-Driven Intent-Aware Resource Allocation for 6G Semantic Communication Networks

Walid Craig, Tylan Parker, Krish Banerjee (Author)
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Cross-Modal Knowledge Distillation for Long-Horizon Video Understanding with Hierarchical Motion Representations

Bjay Menon, Alessandro Robles (Author)
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PathShield-Med: Interpretable Safety Control for Clinical Large Language Models through Internal Reasoning Path Intervention

Mason Weagnir, Cody Mendez, Vaijay T. Mashra, Ishaan M. Trivedi (Author)
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Graph Neural Network and Spatial-Temporal Foundation Model Integration for Intelligent Mobile Network Traffic Prediction

Haolan Jiang (Author)
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Path-Level Intervention for Secure Autonomous AI Agents: Enhancing Robustness, Explainability, and Ethical Decision-Making

Mark Tindberg, Otis C. Sanders, Landon C. Burns (Author)
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Continual Learning Framework for Long-Sequence Video Understanding with Memory-Aware Visual Representations

Kailin Qin, Rkshay Marayan (Author)
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Digital Twin-Based Network Slice Optimization Using Deep Reinforcement Learning for Next-Generation Mobile Networks

Alessandro Gregory, Feizhen Yang, Yichenfan Cai (Author)
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Federated Reinforcement Learning for Privacy-Preserving Resource Management in Multi-Domain 5G Network Slicing

Parth Venkataraman, Fangshan Hao, Jeck J. Snath (Author)
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Explainable AI-Based Decision Framework for Transparent Network Slice Resource Management

Mahesh Nalhotra (Author)
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Foundation Model Empowered Autonomous Network Management for QoS Optimization in 5G-Advanced and 6G Networks

Rohan Seed, Bakash Arora, Reith Gansen, Rsaac Nendaza (Author)
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Hierarchical Reinforcement Learning Framework for End-to-End Network Slice Lifecycle Management

Dannis Rease, Ranald Jeacebs (Author)
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Vision-Language Guided Identity Retrieval with Robust Appearance Disentanglement for Long-Term Person Tracking

Yuanhong Du, Walid Stanley (Author)
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Machine Learning-Guided Design of Heterograft Bottlebrush Polymer Nanocarriers for Stimuli-Responsive Drug Delivery: Linking Pearl-Necklace Self-Assembly to Biomedical Transport Performance

Varun Sinha, Adrian Walters, Emile A. Taylor (Author)
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Multi-Modal Network Traffic Forecasting with Large Language Models and Edge Intelligence in Smart Cities

Tobias Berry, Anders Tougles (Author)
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Multi-Granularity Attention Fusion for Video-Based Person Re-Identification in Dynamic Urban Scenes

Geapak Shukla (Author)
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Large Language Model-Driven Federated Learning Framework for Adaptive Traffic Forecasting in Next-Generation Wireless Networks

Jerome C. Phillips, Arthur Ortega, Matteo M. Reed (Author)
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Self-Supervised Object-Person Joint Representation Learning for Large-Scale Visual Retrieval

Larry Richards, Sven D. Lane (Author)
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Explainable Machine Learning Framework for Decoding Zhang–Rice Singlet Formation and Oxygen Evolution Reaction Kinetics

Haoranyue Shen, Longjin Zheng, Rilliot Mershell (Author)
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Generative AI-Enhanced Surrogate Modeling for Fast Dynamic Analysis of Smart Laminated Structures with Viscoelastic Damping

Pankaj A. Banerjee, Sean A. Peters (Author)
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Intelligent Edge-Assisted Network Slice Orchestration for Ultra-Reliable Low-Latency Communications in 5G Networks

Zhouzou Cheng, Hudson Sims, Kaijin Hao, Roy Reynolds (Author)
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Personalized Prompt Learning for User-Centric Conversational AI Systems

Otis C. Hunt, Steven M. Fernandez (Author)
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Text-to-Person Retrieval with Disentangled Identity and Apparel Representations in Multimodal Vision Systems

Deepak Ganerjee, Leif Barner, Karan Batra (Author)
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SafeDrive-DigitalTwin: Digital Twin-Based Risk Prediction and Scenario Generation with Unified World Models for Autonomous Vehicles

Chetan M. Tripathi, Xavier Woods, Yuanzhang Tan (Author)
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Self-Supervised Hierarchical Motion Learning for Egocentric Activity Recognition in Long Videos

Claudio Smith (Author)
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Federated DeepSeek-Assisted Traffic Prediction and Anomaly Detection in Edge-Enabled Mobile Networks

Meaish Tandon (Author)
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Green AI-Based Network Traffic Optimization Using Large Language Models and Digital Twin Wireless Networks

Lars Gregory (Author)
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Knowledge-Augmented Spatial–Temporal Traffic Forecasting for Autonomous Network Management in 6G Systems

Reid Lindgren, Wayne Ferguson, Blake Murray (Author)
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Foundation Model-Assisted Structural State Estimation for Smart Composite Laminates under Uncertain Environments

Jesse C. Young, Siyuanran Xia, Kabir D. Ghosh (Author)
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Multimodal Prompt Insertion Strategies for Vision-Language Foundation Models

Sanil Bheatia, Kreaishna Shetty, Mahesh Mistry (Author)
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Reinforcement Learning Enabled Design of Electronic-State Engineering Strategies for Sustainable Oxygen Evolution Catalysis

Kekang Duan, Jack Battler, Bastian Ceaster, Erthur Wignir (Author)
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