Vol. 23 No. 2 (2026)

Articles

• Margin- and Vocabulary-Aware Adaptive Retrieval for Industrial Technical Question Answering: A Controlled Pilot

  Lily Qian, Caroline Wu

  1-8

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• ACG-RR: Confidence-Gated Failure Detection and Grouped Route Repair for Data Center Fabrics

  Isabel Martin, Lucas Roberts, Zara Zhou

  9-15

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• Frozen-Reference Graph Context for Inductive Network-Flow Anomaly Detection

  Violet Ghosh, Samuel Green

  16-23

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• Adaptive Conservation-Consistent Multi-Agent Policy Optimization for Tail-Risk-Aware Inventory Networks

  Andre Kim, Lana Foster, Hannah Lopez, Jade Ross

  24-29

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• Safe-ARCS: Risk-Budget Shielding for Hierarchical Reinforcement Learning in Automated Cybersecurity Incident Response

  Asha Singh, Benjamin Zhang, Caroline Young

  30-37

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• Intent-Preserving Neuro-Symbolic Repair for Safe LLM-Driven Financial Transactions

  Sophie Henderson, Caroline Ross, Nikhil Diaz

  38-44

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• Loss-Responsive Dual-Memory Graph Models for Fraud Drift: A Controlled Temporal Stress Test

  Adrian Phillips, Liam Lam, Diego Baker

  45-51

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• Application of Big Data Technology to Campus Network Security Risk Assessment and Analysis

  Shurui Zhang, Hao Li

  52-55

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• Hardware-Aware Adaptive Quantization for Low-Latency Edge AI Inference: Measurement-Guided Layer Selection

  Hannah Whitfield, Oliver Bennett, Rebecca Lloyd

  56-62

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• Dynamic Resource Scheduling for Real-Time Multimodal Inference on Heterogeneous Edge Devices -- A Trace-Calibrated Study of Deadline-Aware Audio–Visual Scheduling

  Aisling O'Connor

  63-69

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