Vol. 3 No. 1 (2026): Frontiers in Artificial Intelligence Research

Published: 2026-01-31

Articles

Toward Evasion-Resistant LLM Attribution with Multi-Scale Watermarking and Cryptographic Verification

Pieter Janssen, Elisa Conti (Author)

72-82
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Graph Neural Networks for Timing Optimization in Advanced Node Placement

Jiahao Liu, Pengfei Wu, Robert Klein (Author)

83-94
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Learning to Place Macros and Synthesize Power Grids Through Multi Agent Coordination

Ziyang Chen (Author)

95-105
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A Workflow Restructuring Method for Aircraft Maintenance with AR Guidance and Version-Consistent Configuration Management

Daniel Morrison, Sophie Reynolds, Liam Fraser (Author)

106-112
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Research on Interface Design Optimization of Online Learning Platforms for Universities Based on Cognitive Load Theory

Zhiqun Ren, Ahmadrashidi Bin Hasan (Author)

113-116
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Quantifying the Interplay Between Panic Propagation and Misinformation on Social Media Using Large Language Models

Chen Xie (Author)

1-8
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SecHOT-GNC: Security-Oriented Hardware- and OT-Aware Graph Neural Clustering for Attack-Chain Community Detection in Industrial Fiber Manufacturing Systems

Liang Zhang, Fu Wang (Author)

9-24
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Security-Constrained Graph Neural Clustering for Industrial Manufacturing Systems under OT and Hardware Constraints

Fu Wang, Liang Zhang (Author)

25-35
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Theoretical Mechanisms of How AI-Enabled Driver Assistance Systems Influence Consumers’Automobile Choice Behavior

Yanqing Zhou, Bowen Shi (Author)

36-45
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Optimization of Adaptive Prompt Engineering for Large Language Models via Bayesian Inference in Low-Resource Settings

Arthur J. Williams, Katherine L. McDough, Thomas S. Halloway (Author)

46-53
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Integrating Symbolic Reasoning into Neural Networks: A Neuro-Symbolic Logic Programming Approach for Enhanced Explainability

Arthur Hamilton, Claire Vance, Eleanor P. Wright (Author)

54-62
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Enhancing Domain-Specific Language Models with Knowledge Graph Injection and Graph Attention Networks

Jean Dupont, Marie Laurent, Michael Reynolds (Author)

63-71
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