Frontiers in Artificial Intelligence Research

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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