多模态数据融合理论及应用研究
61876046
2018
F0603.机器学习
朱晓峰
面上项目
教授
广西师范大学
62万元
多模态;多视图;跨模态
2019-01-01到2022-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | One-step Multi-view Spectral Clustering | 期刊论文 | Xiaofeng Zhu;Shichao Zhang;Wei He;Rongyao Hu;Cong Lei;Pengfei Zhu |
| 2 | Reverse Graph Learning for Graph Neural Network | 期刊论文 | Liang Peng;Rongyao Hu;Fei Kong;Jiangzhang Gan;Yujie Mo;Xiaoshuang Shi;Xiaofeng Zhu |
| 3 | Adaptive reverse graph learning for robust subspace learning | 期刊论文 | Yuan Changan;Zhong Zhi;Lei Cong;Zhu Xiaofeng;Hu Rongyao |
| 4 | 广西科学技术奖一等奖 2020 | 奖励 | 张师超;朱晓峰 |
| 5 | 四川省教学成果一等奖 | 奖励 | 申恒涛;周益民;张庆琳;陈文宇;李青;田玲;杨阳;宋井宽;戴波;朱晓峰 |
| 6 | Information Augmentation for Few-shot Node Classification | 会议论文 | Zongqian Wu;Peng Zhou;Guoqiu Wen;Yingying Wan;Junbo Ma;Debo Cheng;Xiaofeng Zhu |
| 7 | Prediction of Mild Cognitive Impairment Conversion Using Auxiliary Information | 会议论文 | Xiaofeng Zhu |
| 8 | Spectral clustering via half-quadratic optimization | 期刊论文 | Zhu Xiaofeng;Gan Jiangzhang;Lu Guangquan;Li Jiaye;Zhang Shichao |
| 9 | Self-weighted Multi-view Fuzzy Clustering | 期刊论文 | Xiaofeng Zhu;Shichao Zhang;Yonghua Zhu;Wei Zheng;Yang Yang |
| 10 | Complementary Graph Representation Learning for Functional Neuroimaging Identification | 会议论文 | Rongyao Hu;Liang Peng;Jiangzhang Gan;Xiaoshuang Shi;Xiaofeng Zhu |
| 11 | Multi-view Unsupervised Graph Representation Learning | 会议论文 | Jiangzhang Gan;Rongyao Hu;Mengmeng Zhan;Yujie Mo;Yingying Wan;Xiaofeng Zhu |
| 12 | Robust SVM with adaptive graph learning | 期刊论文 | Hu Rongyao;Zhu Xiaofeng;Zhu Yonghua;Gan Jiangzhang |
| 13 | Sparse Graph Connectivity for Image Segmentation | 期刊论文 | Zhu Xiaofeng;Zhang Shichao;Zhang Jilian;Li Yonggang;Lu Guangquan;Yang Yang |
| 14 | Heterogeneous data fusion for predicting mild cognitive impairment conversion | 期刊论文 | Heng Tao Shen;Xiaofeng Zhu;Zheng Zhang;Shui-Hua Wang;Yi Chen;Xing Xu;Jie Shao |
| 15 | Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer’s Disease analysis | 期刊论文 | Yonghua Zhu;Junbo Ma;Changan Yuan;Xiaofeng Zhu |
| 16 | Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks | 期刊论文 | Zhu Xiaofeng;Li Hongming;Shen Heng Tao;Zhang Zheng;Ji Yanli;Fan Yong |
| 17 | Robust self-tuning multi-view clustering | 期刊论文 | Changan Yuan;Yonghua Zhu;Zhi Zhong;Wei Zheng;Xiaofeng Zhu |
| 18 | 爱思唯尔2020中国高被引学者 | 奖励 | 朱晓峰 |
| 19 | Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity | 会议论文 | Jie Xu;Chao Li;Yazhou Ren;Liang Peng;Yujie Mo;Xiaoshuang Shi;Xiaofeng Zhu |
| 20 | Multi-scale Graph Fusion for Co-saliency Detection | 会议论文 | Rongyao Hu;Zhenyun Deng;Xiaofeng Zhu |
| 21 | Simple Self-supervised Multiplex Graph Representation Learning | 会议论文 | Yujie Mo;Yuhuan Chen;Liang Peng;Xiaoshuang Shi;Xiaofeng Zhu |
| 22 | Dual-Graph Learning Convolutional Networks for Interpretable Alzheimer's Disease Diagnosis | 会议论文 | Tingsong Xiao;Lu Zeng;Xiaoshuang Shi;Xiaofeng Zhu;Guorong Wu |
| 23 | Low-rank dimensionality reduction for multi-modality neurodegenerative disease identification | 期刊论文 | Xiaofeng Zhu;Heung-Il Suk;Dinggang Shen |
| 24 | Efficient Utilization of Missing Data in Cost-Sensitive Learning | 期刊论文 | Zhu Xiaofeng;Yang Jianye;Zhang Chengyuan;Zhang Shichao |
| 25 | 全球高被引科学家2021 | 奖励 | Xiaofeng Zhu |
| 26 | Group sparse reduced rank regression for neuroimaging genetic study | 期刊论文 | Xiaofeng Zhu;Heung-Il Suk;Dinggang Shen |
| 27 | Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data | 期刊论文 | Shen Heng Tao;Zhu Yonghua;Zheng Wei;Zhu Xiaofeng |
| 28 | 爱思唯尔 2021 中国高被引学者 | 奖励 | 朱晓峰 |
| 29 | 全球高被引科学家2019 | 奖励 | Xiaofeng Zhu |
| 30 | 全球高被引科学家2020 | 奖励 | Xiaofeng Zhu |
| 31 | Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification | 期刊论文 | Rongyao Hu;Ziwen Peng;Xiaofeng Zhu;Jiangzhang Gan;Yonghua Zhu;Junbo Ma;Guorong Wu |
| 32 | Brain functional connectivity analysis based on multi-graph fusion | 期刊论文 | Gan Jiangzhang;Peng Ziwen;Zhu Xiaofeng;Hu Rongyao;Ma Junbo;Wu Guorong |
| 33 | Unsupervised Spectral Feature Selection with Dynamic Hyper-graph Learning | 期刊论文 | Xiaofeng Zhu;Shichao Zhang;Yonghua Zhu;Pengfei Zhu;Yue Gao |
| 34 | Multigraph Fusion for Dynamic Graph Convolutional Network | 期刊论文 | Jiangzhang Gan;Rongyao Hu;Yujie Mo;Zhao Kang;Liang Peng;Yonghua Zhu;Xiaofeng Zhu |
| 35 | Spectral rotation for deep one-step clustering | 期刊论文 | Zhu Xiaofeng;Zhu Yonghua;Zheng Wei |
| 36 | Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data | 期刊论文 | Rongyao Hu;Jiangzhang Gan;Xiaofeng Zhu;Tong Liu;Xiaoshuang Shi |
| 37 | FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction | 期刊论文 | Peng Liang;Wang Nan;Dvornek Nicha;Zhu Xiaofeng;Li Xiaoxiao |
| 38 | 一种用于3D打印机的浆料挤出喷头及控制装置 | 专利 | 朱晓峰;刘星毅;熊宾;农国才;刘星鹏 |
| 39 | Robust and Discriminative Brain Genome Association Study | 会议论文 | Xiaofeng Zhu;Dinggang Shen |
| 40 | Initialization-similarity clustering algorithm | 期刊论文 | Tong Liu;Jingting Zhu;Jukai Zhou;YongXin Zhu;Xiaofeng Zhu |
| 41 | Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan | 期刊论文 | Xiaofeng Zhu;Bin Song;Feng Shi;Yanbo Chen;Rongyao Hu;Jiangzhang Gan;Wenhai Zhang;Man Li;Liye Wang;Yaozong Gao;Fei Shan;Dinggang Shen |
| 42 | GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis | 期刊论文 | Liang Peng;Nan Wang;Jie Xu;Xiaofeng Zhu;Xiaoxiao Li |
| 43 | Multi-level Feature Learning for Contrastive Multi-view Clustering | 会议论文 | Jie Xu;Huayi Tang;Yazhou Ren;Liang Peng;Xiaofeng Zhu;Lifang He |
| 44 | Multi-graph Fusion for Functional Neuroimaging Biomarker Detection | 会议论文 | Jiangzhang Gan;Xiaofeng Zhu;Rongyao Hu;Yonghua Zhu;Junbo Ma;Ziwen Peng;Guorong Wu |
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