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Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
Authors:  Wang BC(王必成);  Wang JP(王军平)
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Super Resolution Graph With Conditional Normalizing Flows for Temporal Link Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 3, 页码: 1311-1327
Authors:  Yin, Yanting;  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Yuan, Xiaojie
Favorite  |  View/Download:9/0  |  Submit date:2024/05/30
Noise measurement  Feature extraction  Task analysis  Superresolution  Data mining  Predictive models  Information processing  Temporal link prediction  dynamic graphs  super-resolution  conditional normalizing flow  
Parallel Dual-Branch Fusion Network for Epileptic Seizure Prediction 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 176, 页码: 108565
Authors:  Hongcheng, Ma;  Yajing, Wu;  Yongqiang, Tang;  Rui, Chen;  Tao, Xu;  Wensheng, Zhang
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Learning the long-tail distribution in latent space for Weighted Link Prediction via conditional Invertible Neural Networks 期刊论文
Knowledge-Based Systems, 2024, 卷号: 294, 期号: 21, 页码: 111714
Authors:  Yajing, Wu;  Chenyang, Zhang;  Yongqiang, Tang;  Xuebing, Yang;  Yanting, Yin;  Wensheng Zhang
Adobe PDF(2160Kb)  |  Favorite  |  View/Download:25/8  |  Submit date:2024/05/30
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings 期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
Authors:  Rui, Chuang;  Sun, Zhengya;  Zhang, Wensheng;  Liu, Anan;  Wei, Zhiqiang
Adobe PDF(14474Kb)  |  Favorite  |  View/Download:11/3  |  Submit date:2024/05/28
El Niño-Southern Oscillation (ENSO)  deep learning for ENSO prediction  self-attention ConvLSTM  temporal embeddings  spring prediction barrier  
PmcaNet: Pyramid multiscale channel attention network for electron microscopy image segmentation 期刊论文
Journal of Intelligent & Fuzzy Systems, 2024, 卷号: 46, 期号: 2, 页码: 4895-4907
Authors:  Gao, Kaihan;  Ju, Yiwei;  Li, Shuai;  Yang, Xuebing;  Zhang, Wensheng;  Li, Guoqing
Adobe PDF(1371Kb)  |  Favorite  |  View/Download:13/2  |  Submit date:2024/05/28
Electron microscopy  Image segmentation  Convolutional neural network  Multiscale feature pyramid  
Graph-guided deep hashing networks for similar patient retrieval 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 169, 页码: 107865
Authors:  Gu, Yifan;  Yang, Xuebing;  Sun, Mengxuan;  Wang, Chutong;  Yang, Hongyu;  Yang, Chao;  Wang, Jinwei;  Kong, Guilan;  Lv, Jicheng;  Zhang, Wensheng
Adobe PDF(1325Kb)  |  Favorite  |  View/Download:12/3  |  Submit date:2024/05/28
Similar patient retrieval  Deep hashing  Graph neural networks  Patient representation learning  Electronic health records  
Dynamic adaptive multi-objective optimization algorithm based on type detection 期刊论文
INFORMATION SCIENCES, 2024, 卷号: 654, 页码: 16
Authors:  Cai, Xingjuan;  Wu, Linjie;  Zhao, Tianhao;  Wu, Di;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:65/0  |  Submit date:2024/02/22
Adaptive response strategy  Type detection  Dynamic multi-objective optimization  Transfer learning  
Multitasking bi-level evolutionary algorithm for data-intensive scientific workflows on clouds 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 238, 页码: 11
Authors:  Cai, Xingjuan;  Li, Mengxia;  Zhang, Yan;  Zhao, Tianhao;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:147/0  |  Submit date:2023/12/21
Evolutionary multitasking algorithms  Bi-level optimization  Data-intensive scientific workflow  Data placement  Task scheduling  
Dual feature enhanced video super-resolution network based on low-light scenarios 期刊论文
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2023, 卷号: 115, 页码: 8
Authors:  Zhang, Huan;  Cao, Yihao;  Cai, Jianghui;  Cai, Xingjuan;  Zhang, Wensheng
Favorite  |  View/Download:84/0  |  Submit date:2023/11/17
Video super-resolution (VSR)  Feature enhancement  Information re-fusion  Attention mechanism