Junbo Ma

Sun Yat-sen University — China

Computer Science · Physical Sciences

11h-index547citations36works2.22yr avg
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Research Topics

Advanced Graph Neural Networks(9), Functional Brain Connectivity Studies(8), Dementia and Cognitive Impairment Research(4), Face and Expression Recognition(3), Advanced Clustering Algorithms Research(3)

Publications36 total

Brain functional connectivity analysis based on multi-graph fusion
UNC Libraries·2024Open Access
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification
UNC Libraries·2024Open Access
Omni-Dimensional State Space Model-driven SAM for Pixel-level Anomaly Detection
2024
Graph augmentation for node-level few-shot learning
Knowledge-Based Systems·2024· 3 cited
Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 10 citedOpen Access
Path optimization research for in-vehicle navigation systems
2024
A noise-resistant graph neural network by semi-supervised contrastive learning
Information Sciences·2023· 17 cited
Multi-teacher Self-training for Semi-supervised Node Classification with Noisy Labels
2023· 8 cited
One-Step Clustering with Adaptively Local Kernels and a Neighborhood Kernel
UNC Libraries·2023Open Access
One-Step Clustering with Adaptively Local Kernels and a Neighborhood Kernel
Mathematics·2023Open Access
Totally Dynamic Hypergraph Neural Networks
2023· 16 citedOpen Access
Dynamic graph convolutional networks by semi-supervised contrastive learning
Pattern Recognition·2023· 33 cited
Path Integration Enhanced Graph Attention Network
Lecture notes in computer science·2023
Large Margin Training for Long Short-Term Memory Neural Networks in Neural Language Modeling
2022 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI)·2022· 1 cited
Information Augmentation for Few-shot Node Classification
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022· 9 citedOpen Access
Multi-scale graph classification with shared graph neural network
World Wide Web·2022· 9 cited
Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold
Information Processing & Management·2022· 17 cited
Adaptive Cross-stitch Graph Convolutional Networks
2021· 5 cited
Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer’s Disease analysis
Information Fusion·2021· 166 cited
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification
IEEE Transactions on Medical Imaging·2021· 54 citedOpen Access
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Frequent Co-authors

Xiaofeng Zhu(11), Guorong Wu(7), Zongqian Wu(6), Jiangzhang Gan(5), Rongyao Hu(5), Guoqiu Wen(5), Ziwen Peng(4), Yonghua Zhu(3), Minjeong Kim(3), Wanting Ji(3), Ruili Wang(3), Defu Yang(2), Zehui Hu(2), Zhengyu Lu(2), Jilian Zhang(2), Jiazhou Chen(2), Peng Zhou(2), Cuiling Chen(2), Zhijun Hu(2), Hongbin Xiao(2)