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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：11/0  |  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：12/0  |  提交时间：2025/12/03
Face analysis  General face representation learning  Multi-level face-prior knowledge  Auxiliary tasks  
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：33/0  |  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：15/0  |  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：17/0  |  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：13/0  |  提交时间：2025/12/03
Federated learning  Knowledge distillation  Knowledge transfer  Poisoning attack  Misleading attack  
DMutDE: Dual-View Mutual Distillation Framework for Knowledge Graph Embeddings 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14
作者:  Liu, Ruizhou;  Wu, Zhe;  Wu, Yiling;  Cao, Zongsheng;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：16/0  |  提交时间：2025/12/03
Training  Data models  Predictive models  Cognition  Knowledge graphs  Electronic mail  Translation  Semantics  Noise  Costs  Knowledge distillation (KD)  knowledge graph (KG)  knowledge graph embedding (KGE)  
Exploiting user comments for early detection of fake news prior to users' commenting 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2025, 卷号: 19, 期号: 10, 页码: 13
作者:  Nan, Qiong;  Sheng, Qiang;  Cao, Juan;  Zhu, Yongchun;  Wang, Danding;  Yang, Guang;  Li, Jintao
收藏  |  浏览/下载：36/0  |  提交时间：2025/06/25
fake news detection  knowledge distillation  early detection  
Cell-GraphCompass: modeling single cells with graph structure foundation model 期刊论文
NATIONAL SCIENCE REVIEW, 2025, 卷号: 12, 期号: 10, 页码: 14
作者:  Fang, Chen;  Cui, Wentao;  Hu, Zhilong;  Liu, Wenhao;  Chen, Shubai;  Chang, Shaole;  Long, Qingqing;  Li, Cong;  Liu, Yana;  Jiang, Haiping;  Wang, Pengfei;  Pan, Jia;  Hu, Guoping;  Liu, Guole;  Meng, Zhen;  Zhou, Yuanchun;  Chen, Linghui;  Feng, Guihai;  Li, Xin
收藏  |  浏览/下载：11/0  |  提交时间：2025/12/03
single-cell  transcriptomics  foundation model  pre-training  graph neural network  knowledge embedding  
Efficient knowledge graph to text powered by LLGM: linear latent graph model 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2025, 卷号: 11, 期号: 8, 页码: 22
作者:  Zhao, Xiaokang;  Zheng, Yao;  Shan, Yubo;  Li, Jingyuan;  Zhang, Kun;  Wang, Yuanzhuo
收藏  |  浏览/下载：13/0  |  提交时间：2025/12/03
Knowledge graph to text generation  Linear attention  Low rank compression  Fourier network