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MIRE: A medical information enhanced framework for long-tail medical dialogue synthesis 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 305, 页码: 15
作者:  Lv, Bo;  Tang, Chen;  Liu, Nayu;  Yu, Guoxin;  Liu, Xin;  Zhang, Riyan;  Yu, Yue
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Long-tail medical dialogue synthetic  Large language models (LLMs)  Synthetic data generation  External medical knowledge  Style transfer  
KnowFlow: Empowering decision-making on networks with knowledge-streamlined agent 期刊论文
NEURAL NETWORKS, 2026, 卷号: 196, 页码: 11
作者:  Zheng, Xiaohan;  Wei, Lanning;  Zhao, Huan;  Yao, Quanming
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Neural architecture search  Knowledge base  LLM-based agents  Automated machine learning  
Online recommendation in non-stationary environments based on knowledge graph enhancement and time-varying reward mechanism 期刊论文
APPLIED INTELLIGENCE, 2026, 卷号: 56, 期号: 3, 页码: 22
作者:  Li, Jiaxin;  Fang, Jinyun
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Online recommendation system  Contextual Multi-Armed bandits (CMAB)  Time-Varying reward mechanism (TV-RM)  Knowledge graph (KG)  Thompson sampling (TS)  
Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文
NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12
作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
Leveraging face-prior knowledge for general face representation learning 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 8
作者:  Sun, Haomiao;  He, Mingjie;  Shan, Shiguang;  Han, Hu
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Face analysis  General face representation learning  Multi-level face-prior knowledge  Auxiliary tasks  
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11929-11945
作者:  Xiang, Xiang;  Ma, Jing;  Wu, Dongrui;  Zeng, Zhigang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Data models  Adaptation models  Cloud computing  Training  Predictive models  Image edge detection  Generators  Computational modeling  Servers  Model compression  Cloud-to-edge model compression  knowledge distillation  generative adversarial network  test-time adaptation  
Low-redundancy distillation for continual learning 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 167, 页码: 12
作者:  Liu, Ruiqi;  Diao, Boyu;  Huang, Libo;  An, Zijia;  Liu, Hangda;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：50/0  |  提交时间：2025/12/03
Continual learning  Lifelong learning  Catastrophic forgetting  Knowledge distillation  Experience replay  
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization  
Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation 期刊论文
ADVANCED ENGINEERING INFORMATICS, 2025, 卷号: 68, 页码: 28
作者:  Wang, Peng;  Hu, Qinyou;  Mei, Qiang;  Wang, Shaohua;  Yang, Yang;  Guo, Da;  Liu, Xiaotong;  Hu, Wenlong;  Chen, Jihong
收藏  |  浏览/下载：28/0  |  提交时间：2025/12/03
Spatiotemporal knowledge graph  Intelligent berth allocation  Multi-agent LLMs  Port logistics  Yangtze River Delta  
Peak-controlled logits poisoning attack in federated distillation 期刊论文
DISCOVER COMPUTING, 2025, 卷号: 28, 期号: 1, 页码: 18
作者:  Tang, Yuhan;  Wu, Zhiyuan;  Gao, Bo;  Wen, Tian;  Wang, Yuwei;  Sun, Sheng
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Federated learning  Knowledge distillation  Knowledge transfer  Poisoning attack  Misleading attack