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AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I

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论文数32
被引数
期刊论文 32
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Large Language Models Imitate Logical Reasoning, but at What Cost?大型语言模型模仿逻辑推理，但代价是什么？
deleteAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
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deleteMcGinness, Lachlan; Baumgartner, Peter
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Predicting Graph Structure via Adapted Flux Balance Analysis通过适应性流量平衡分析预测图结构
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deleteKandanaarachchi, Sevvandi; Xu, Ziqi; Westerlund, Stefan; Sanderson, Conrad
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MultiRAG: An Agentic Multi-Modal and Multi-Source Retrieval-Augmented Generation Framework for Scientific ResearchMultiRAG：一个用于科学研究的代理式多模态和多源检索增强生成框架
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deleteHuang, Ziqiu; Li, Xiang; Yang, Wenli; Bai, Quan; Green, David; McMahon, Clive
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Proactive Air Quality Forecasting and Health Alert System for Melbourne墨尔本主动空气质量预报与健康警报系统
deleteAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
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deleteGia-Hung Nguyen Le; Gia-Bao Pham Hoang; Tan-Phat Vo; Thu Le; Nhu Nguyen
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MFiSP: A Multimodal Fire Spread Prediction FrameworkMFiSP：一种多模态火势蔓延预测框架
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deleteSathiyamoorthy, Alec; Zhou, Wenhao; Zhou, Xiangmin; Li, Xiaodong; Gondal, Iqbal
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Signal Beneath the Surface: A Deep Learning Pipeline for Marine Acoustic Intelligence水下信号：一种用于海洋声学情报的深度学习流水线
deleteAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
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deletePanteli, Eirini; Santos, Paulo E.; Humphrey, Nabil
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Guardrails, Not Guesswork: A Framework for Trustworthy AI Adoption护栏，而非猜测：一个值得信赖的AI采纳框架
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deleteVaidya, Sahaj
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On Explaining Proxy Discrimination and Unfairness in Individual Decisions Made by AI Systems探究AI系统在个体决策中代理歧视与不公平性的解释
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deleteSonna, Belona; Grastien, Alban
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Analysis of Large Language Model Prompting and Generation Using Toulmin's Model使用图尔敏模型分析大型语言模型的提示与生成
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deleteDalzell, Geordie; Liu, Chen; Peng, Wei; Yu, Xinghuo
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Predicting Generalization Error Under Graph Distribution Shifts via Parameter Discrepancy with Accumulated Gradient通过累积梯度的参数差异预测图分布漂移下的泛化误差
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deleteLi, Jianbin; Song, Yiliao; Liu, Lingqiao
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Concept Control for LLM Safety Using Radial Basis Function Representations基于径向基函数表示的大语言模型安全概念控制
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deleteAmos, Mark; Song, Yang; Pagnucco, Maurice
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Assessing Algorithmic Fairness in Socioeconomic Predictions Using Australian Census Data利用澳大利亚人口普查数据评估社会经济预测中的算法公平性
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deleteUddin, Shahadat; Huang, Yajie; Fang, Shanshan; Lu, Haohui
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Categorization Architecture with Predictive Reasoning and Alignment for UNSPSC具有预测推理和对齐功能的UNSPSC分类架构
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deleteWang, Erli; Geeganage, Dakshi Kapugama; Kemp, Opec
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Graph-Based Integrated Gradients for Explaining Graph Neural Networks基于图的集成梯度方法用于解释图神经网络
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deleteSimpson, Lachlan; Millar, Kyle; Cheng, Adriel; Lim, Cheng-Chew; Chew, Hong Gunn
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RePrompt: Towards Robust Continual Test-Time Adaptation via Replay Prompt for CLIP通过重放提示实现鲁棒性持续测试时适应的CLIP
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deleteWang, Ran; Zuo, Hua; Chen, Ling; Huo, Huan; Lu, Jie
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Noise-Robust Topology Estimation of 2D Image Data via Neural Networks and Persistent Homology基于神经网络和持久同调的2D图像数据抗噪拓扑估计
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deletePeek, Dylan; Skerritt, Matthew P.; Chalup, Stephan
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TrustGuard: IoT Intrusion Detection with XAI-Driven Feature Refinement for Enhanced Multi-class Edge ClassificationTrustGuard：基于XAI驱动的特征精炼，用于增强多类别边缘分类的物联网入侵检测
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deleteDilini, Nimesha; Sun, Nan; Miao, Sky; Moustafa, Nour
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Evaluating Large Language Models for Real-World Engineering Tasks评估大型语言模型在真实工程任务中的应用
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deleteHeesch, Rene; Eilermann, Sebastian; Windmann, Alexander; Diedrich, Alexander; Niggemann, Oliver
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Requirements-Based Explainability for Multi-agent Systems
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deleteRodriguez, Sebastian; Thangarajah, John; Winikoff, Michael
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Do They Understand Them? An Updated Evaluation on Nonbinary Pronoun Handling in Large Language Models他们理解这些吗？大型语言模型中非二元代词处理的最新评估
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deleteTang, Xushuo; Ding, Yi; Yang, Zhengyi; Chen, Yin; Gu, Yongrui; Yang, Wenke; Ju, Mingchen; Cao, Xin; Liu, Yongfei; Zhang, Wenjie
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