Junbo Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 22

Top Topics

Network Intrusion Detection

Partially Labeled

Top Venues

Multim. Tools Appl.

Inf. Process. Manag.

Publications

Jiayang Su, Junbo Ma, Songyang Tong, Enze Xu, Minghan Chen
Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems. AAAI (2024)
Zhengyu Lu, Junbo Ma, Zongqian Wu, Bo Zhou, Xiaofeng Zhu
A noise-resistant graph neural network by semi-supervised contrastive learning. Inf. Sci. 658 (2024)
Zongqian Wu, Peng Zhou, Junbo Ma, Jilian Zhang, Guoqin Yuan, Xiaofeng Zhu
Graph augmentation for node-level few-shot learning. Knowl. Based Syst. 297 (2024)
Peng Zhou, Zongqian Wu, Xiangxiang Zeng, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu
Totally Dynamic Hypergraph Neural Networks. IJCAI (2023)
Peng Zhou, Zongqian Wu, Guoqiu Wen, Kun Tang, Junbo Ma
Multi-scale graph classification with shared graph neural network. World Wide Web (WWW) 26 (3) (2023)
Hui Wang, Peng Zhou, Junbo Ma
Path Integration Enhanced Graph Attention Network. ADMA (4) (2023)
Yujing Liu, Zongqian Wu, Zhengyu Lu, Guoqiu Wen, Junbo Ma, Guangquan Lu, Xiaofeng Zhu
Multi-teacher Self-training for Semi-supervised Node Classification with Noisy Labels. ACM Multimedia (2023)
Guolin Zhang, Zehui Hu, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu
Dynamic graph convolutional networks by semi-supervised contrastive learning. Pattern Recognit. 139 (2023)
Yonghua Zhu, Junbo Ma, Changan Yuan, Xiaofeng Zhu
Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer's Disease analysis. Inf. Fusion 77 (2022)
Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu
Information Augmentation for Few-shot Node Classification. IJCAI (2022)
Junbo Ma, Jilian Zhang, Zeyu Wang
Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold. Inf. Process. Manag. 59 (4) (2022)
Rongyao Hu, Zi-Wen Peng, Xiaofeng Zhu, Jiangzhang Gan, Yonghua Zhu, Junbo Ma, Guorong Wu
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification. IEEE Trans. Medical Imaging 40 (12) (2021)
Zehui Hu, Zidong Su, Yangding Li, Junbo Ma
Adaptive Cross-stitch Graph Convolutional Networks. MMAsia (2021)
Junbo Ma, Oleh Krupa, Madison Rose Glass, Carolyn M. McCormick, David Borland, Minjeong Kim, Jason L. Stein, Guorong Wu
3D Nucleus Instance Segmentation for Whole-Brain Microscopy Images. IPMI (2021)
Junbo Ma, Ruili Wang, Wanting Ji, Jiawei Zhao, Ming Zong, Andrew Gilman
Robust multi-view continuous subspace clustering. Pattern Recognit. Lett. 150 (2021)
Jiangzhang Gan, Zi-Wen Peng, Xiaofeng Zhu, Rongyao Hu, Junbo Ma, Guorong Wu
Brain functional connectivity analysis based on multi-graph fusion. Medical Image Anal. 71 (2021)
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul Laurienti, Guorong Wu
Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold. MICCAI (7) (2020)
Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Zi-Wen Peng, Guorong Wu
Multi-graph Fusion for Functional Neuroimaging Biomarker Detection. IJCAI (2020)
Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu
Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis. MICCAI (7) (2020)
Wanting Ji, Ruili Wang, Junbo Ma
Dictionary-based active learning for sound event classification. Multim. Tools Appl. 78 (3) (2019)
Junbo Ma, Ruili Wang, Wanting Ji, Hao Zheng, En Zhu, Jianping Yin
Relational recurrent neural networks for polyphonic sound event detection. Multim. Tools Appl. 78 (20) (2019)
Erxue Min, Jun Long, Qiang Liu, Jianjing Cui, Zhiping Cai, Junbo Ma
SU-IDS: A Semi-supervised and Unsupervised Framework for Network Intrusion Detection. ICCCS (3) (2018)