2025-12-13-9_articles_updated
Published:
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: FIDDLE：一种从串联质谱预测化学式深度学习方法
英文标题: FIDDLE: a deep learning method for chemical formulas prediction from tandem mass spectra
链接: https://www.nature.com/articles/s41467-025-66060-9
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: SIMBA-GNN：微生物组预测的机制图学习
英文标题: SIMBA-GNN: mechanistic graph learning for microbiome prediction
链接: https://www.nature.com/articles/s41540-025-00631-w
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 基于粘蛋白表型深度学习框架预测肠上皮化生-癌变进展
英文标题: Mucin phenotype-based deep learning framework for intestinal metaplasia-carcinogenesis progression prediction
链接: https://www.nature.com/articles/s41698-025-01224-w
期刊: AAAS: Science Advances: Table of Contents
标题: 光谱指纹诊断：同质系统中生物标志物模式的独立空间分析
英文标题: Spectral fingerprint diagnosis: Spatially independent analysis of biomarker patterns in homogeneous systems
链接: https://www.science.org/doi/abs/10.1126/sciadv.aea8943?af=R
期刊: cs.LG updates on arXiv.org
标题: 《大规模分布式机器学习的隐私保护云架构》
英文标题: A Privacy-Preserving Cloud Architecture for Distributed Machine Learning at Scale
链接: https://arxiv.org/abs/2512.10341
期刊: cs.LG updates on arXiv.org
标题: 神经网络尺度定律的算子起源：深度学习的广义光谱传输动力学
英文标题: The Operator Origins of Neural Scaling Laws: A Generalized Spectral Transport Dynamics of Deep Learning
链接: https://arxiv.org/abs/2512.10427
期刊: cs.LG updates on arXiv.org
标题: 从实验室到现实：深度学习模型和大型语言模型在漏洞检测中的实用评估
英文标题: From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection
链接: https://arxiv.org/abs/2512.10485
期刊: cs.LG updates on arXiv.org
标题: 使用多模态机器学习在二元交流中的欺骗检测：一项针对瑞典队列的研究
英文标题: Deception Detection in Dyadic Exchanges Using Multimodal Machine Learning: A Study on a Swedish Cohort
链接: https://arxiv.org/abs/2506.21429
期刊: cs.LG updates on arXiv.org
标题: 机器学习在cvc5中的量词选择应用
英文标题: Machine Learning for Quantifier Selection in cvc5
链接: https://arxiv.org/abs/2408.14338