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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  
Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 15
作者:  Mao, Jiayi;  Zheng, Hanle;  Yin, Huifeng;  Fan, Hanxiao;  Mei, Lingrui;  Guo, Hao;  Li, Yao;  Wu, Jibin;  Pei, Jing;  Deng, Lei
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Brain-inspired neural networks  Dendritic heterogeneity LIM neurons  Adaptive dendritic plasticity  Multi-timescale feature extraction  
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：22/0  |  提交时间：2025/12/03
Knowledge graph to text generation  Linear attention  Low rank compression  Fourier network  
Edge-centric optimization: a novel strategy for minimizing information loss in graph-to-text generation (vol 11, 74, 2025) 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2025, 卷号: 11, 期号: 5, 页码: 1
作者:  Zheng, Yao;  Li, Jingyuan;  Cen, Jianhe;  Sun, Shiqi;  Yin, Dahu;  Wang, Yuanzhuo
收藏  |  浏览/下载：28/0  |  提交时间：2025/06/25
Edge-centric optimization: a novel strategy for minimizing information loss in graph-to-text generation 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2025, 卷号: 11, 期号: 1, 页码: 19
作者:  Yao, Zheng;  Li, Jingyuan;  Cen, Jianhe;  Sun, Shiqi;  Yin, Dahu;  Wang, Yuanzhuo
收藏  |  浏览/下载：32/0  |  提交时间：2025/06/25
Graph-generated text  Knowledge representation  Knowledge graphs  Graph theory  Edge-aware attention  
GeneCompass: deciphering universal gene regulatory mechanisms with a knowledge-informed cross-species foundation model 期刊论文
CELL RESEARCH, 2024, 页码: 16
作者:  Yang, Xiaodong;  Liu, Guole;  Feng, Guihai;  Bu, Dechao;  Wang, Pengfei;  Jiang, Jie;  Chen, Shubai;  Yang, Qinmeng;  Miao, Hefan;  Zhang, Yiyang;  Man, Zhenpeng;  Liang, Zhongming;  Wang, Zichen;  Li, Yaning;  Li, Zheng;  Liu, Yana;  Tian, Yao;  Liu, Wenhao;  Li, Cong;  Li, Ao;  Dong, Jingxi;  Hu, Zhilong;  Fang, Chen;  Cui, Lina;  Deng, Zixu;  Jiang, Haiping;  Cui, Wentao;  Zhang, Jiahao;  Yang, Zhaohui;  Li, Handong;  He, Xingjian;  Zhong, Liqun;  Zhou, Jiaheng;  Wang, Zijian;  Long, Qingqing;  Xu, Ping;  Wang, Hongmei;  Meng, Zhen;  Wang, Xuezhi;  Wang, Yangang;  Wang, Yong;  Zhang, Shihua;  Guo, Jingtao;  Zhao, Yi;  Zhou, Yuanchun;  Li, Fei;  Liu, Jing;  Chen, Yiqiang;  Yang, Ge;  Li, Xin
收藏  |  浏览/下载：68/0  |  提交时间：2024/12/06
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1174-1188
作者:  Li, Xiaqing;  Guo, Qi;  Zhang, Guangyan;  Ye, Siwei;  He, Guanhua;  Yao, Yiheng;  Zhang, Rui;  Hao, Yifan;  Du, Zidong;  Zheng, Weimin
收藏  |  浏览/下载：80/0  |  提交时间：2024/12/06
Deep learning  distributed hyper-parameter tuning (HPT) system  parallel computing  
Adversarial Medical Image With Hierarchical Feature Hiding 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1296-1307
作者:  Yao, Qingsong;  He, Zecheng;  Li, Yuexiang;  Lin, Yi;  Ma, Kai;  Zheng, Yefeng;  Zhou, S. Kevin
收藏  |  浏览/下载：55/0  |  提交时间：2024/12/06
Security in machine learning  adversarial attacks and defense  
Development of a multiple convolutional neural network-facilitated diagnostic screening program for immunofluorescence images of IgA nephropathy and idiopathic membranous nephropathy 期刊论文
CLINICAL KIDNEY JOURNAL, 2023, 页码: 11
作者:  Xia, Peng;  Lv, Zhilong;  Wen, Yubing;  Zhang, Baichuan;  Zhao, Xuesong;  Zhang, Boyao;  Wang, Ying;  Cui, Haoyuan;  Wang, Chuanpeng;  Zheng, Hua;  Qin, Yan;  Sun, Lijun;  Ye, Nan;  Cheng, Hong;  Yao, Li;  Zhou, Hua;  Zhen, Junhui;  Hu, Zhao;  Zhu, Weiguo;  Zhang, Fa;  Li, Xuemei;  Ren, Fei;  Chen, Limeng
收藏  |  浏览/下载：103/0  |  提交时间：2023/12/04
convolutional neural network  idiopathic membranous nephropathy  IgA nephropathy  immunofluorescence  
Does Thermal Really Always Matter for RGB-T Salient Object Detection? 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 6971-6982
作者:  Cong, Runmin;  Zhang, Kepu;  Zhang, Chen;  Zheng, Feng;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载：60/0  |  提交时间：2024/05/20
Task analysis  Decoding  Semantics  Object detection  Location awareness  Lighting  Feature extraction  RGB-T images  salient object detection  global illumination estimation  semantic constraint provider  localization and complementation