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BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:  Wu, Donglei;  Yang, Weihao;  Zou, Xiangyu;  Feng, Hao;  Tao, Dingwen;  Li, Shiyi;  Xia, Wen;  Fang, Binxing
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Indexes  Costs  Computational modeling  Distance learning  Computer aided instruction  Training  Tensors  Distributed learning  communication compression  random sampling  neural network  
Predicting transcriptional responses to novel chemical perturbations using deep generative model for drug discovery 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 19
作者:  Qi, Xiaoning;  Zhao, Lianhe;  Tian, Chenyu;  Li, Yueyue;  Chen, Zhen-Lin;  Huo, Peipei;  Chen, Runsheng;  Liu, Xiaodong;  Wan, Baoping;  Yang, Shengyong;  Zhao, Yi
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
MGCoT : Multi-Grained Contextual Transformer for table-based text generation 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 250, 页码: 10
作者:  Mo, Xianjie;  Xiang, Yang;  Pan, Youcheng;  Hou, Yongshuai;  Luo, Ping
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Multi-grained contexts  Transformer  Abstractive table question answering  Table-to-text generation  
Benchmarking spatial clustering methods with spatially resolved transcriptomics data 期刊论文
NATURE METHODS, 2024, 页码: 25
作者:  Yuan, Zhiyuan;  Zhao, Fangyuan;  Lin, Senlin;  Zhao, Yu;  Yao, Jianhua;  Cui, Yan;  Zhang, Xiao-Yong;  Zhao, Yi
收藏  |  浏览/下载：14/0  |  提交时间：2024/05/20
MarkerDetector: A method for robust fiducial marker detection in electron micrographs using wavelet-based template 期刊论文
JOURNAL OF STRUCTURAL BIOLOGY, 2024, 卷号: 216, 期号: 1, 页码: 13
作者:  Hou, Gaoxin;  Yang, Zhidong;  Zang, Dawei;  Fernandez, Jose-Jesus;  Zhang, Fa;  Han, Renmin
收藏  |  浏览/下载：13/0  |  提交时间：2024/05/20
Electron microscopy  Wavelet transform  Template matching  Fiducial marker detection  
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023, 页码: 20
作者:  Zhu, Xiaofei;  Liu, Yidan;  Chen, Zhuo;  Chen, Xu;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
Argument mining  Argument pair extraction  Transformer  Graph convolutional network  
Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 6, 页码: 22
作者:  Zhang, Weigang;  Qi, Zhaobo;  Wang, Shuhui;  Su, Chi;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/04
Event recognition  temporal concept receptive field  dynamic convolution  
CNIM-GCN: Consensus Neighbor Interaction-based Multi-channel Graph Convolutional Networks 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 226, 页码: 11
作者:  Zhu, Xiaofei;  Li, Chenghong;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：19/0  |  提交时间：2023/12/04
Network representation learning  Deep learning  Graph convolutional networks  Node classification  
A combination predicting methodology based on T-LSTNet_Markov for short-term wind power prediction 期刊论文
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023, 页码: 23
作者:  Wang, Yongsheng;  Wu, Yuhao;  Xu, Hao;  Chen, Zhen;  Gao, Jing;  Xu, ZhiWei;  Li, Leixiao
收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04
Wind power forecast  T-LSTNet_markov model  Deep learning  Time series analysis  
Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：29/0  |  提交时间：2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning