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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：4/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
DCHF_T: A multi-dimensional adaptive compression approach for transformer-based models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 656, 页码: 12
作者:  Yan, Yaoyao;  Wang, Da;  Ye, Jing;  Yu, Hui;  Lu, Dianjie;  Zhang, Yuang;  Xu, Weizhi;  Liu, Fang'ai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression  
The interplay between tissue-resident microbiome and host proteins by integrated multi-omics during progression of colorectal adenoma to carcinoma 期刊论文
IMETA, 2025, 页码: 37
作者:  Wu, Di;  Wang, An-Jun;  Bu, De-Chao;  Sun, Yan-Yan;  Li, Chen-Hao;  Hong, Yue-Mei;  Zhang, Shan;  Chen, Shi-Yang;  Zhou, Jin-An;  Zhang, Tian-Yi;  Yu, Min-Hao;  Ma, Yong-Jing;  Wang, Xiu-Li;  Xu, Jia;  He, Wei;  Heeschen, Christopher;  Chen, Jian-Feng;  Mao, Wen-Jun;  Ding, Hui;  Wu, Wen-Juan;  Zhao, Yi;  Wang, Hui;  Liu, Ning-Ning
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
colorectal cancer  metagenomics  microbiota-host interaction  proteomics  tissue-resident microbiome  
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：10/0  |  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：4/0  |  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  
Enhanced Dual-Pattern Matching With Vision-Language Representation for Out-of-Distribution Detection 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 11, 页码: 9673-9687
作者:  Xiang, Xiang;  Xu, Zhuo;  Zhang, Zihan;  Zeng, Zhigang;  Chen, Xilin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Visualization  Adaptation models  Training  Data models  Computational modeling  Feature extraction  Pattern matching  Tuning  Robustness  Data mining  OOD detection  vision-language models  
A Resource-Virtualized and Hardware-Aware Quantum Compilation Framework for Real Quantum Computing Processors 期刊论文
RESEARCH, 2025, 卷号: 8, 页码: 13
作者:  Xu, Hong-Ze;  Chai, Xu-Dan;  Hu, Meng-Jun;  Wang, Zheng-An;  Feng, Yu-Long;  Chen, Yu;  Zhang, Xinpeng;  Wang, Jingbo;  Zhuang, Wei-Feng;  Jin, Yu-Xin;  Jin, Yirong;  Yu, Haifeng;  Fan, Heng;  Liu, Dong E.
收藏  |  浏览/下载：7/0  |  提交时间：2025/12/03
Bcgn: BLIP-based cross-modal grasping network for language-conditioned robotic grasping 期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 6, 页码: 12
作者:  Xu, Kai;  Wang, Lichun;  Li, Shuang;  Xin, Jianjia;  Yin, Baocai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Robotic grasp  Language-conditioned grasping  Grasping dataset  Cross-modal fusion  
LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20
作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
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：4/0  |  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)