Junbo Ma

According to our database, Junbo Ma authored at least 21 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A noise-resistant graph neural network by semi-supervised contrastive learning.

Zhengyu Lu, Junbo Ma, Zongqian Wu, Bo Zhou, Xiaofeng Zhu

Inf. Sci., February, 2024

Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems.

Jiayang Su, Junbo Ma, Songyang Tong, Enze Xu, Minghan Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Dynamic graph convolutional networks by semi-supervised contrastive learning.

Guolin Zhang, Zehui Hu, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu

Pattern Recognit., July, 2023

Multi-scale graph classification with shared graph neural network.

Peng Zhou, Zongqian Wu, Guoqiu Wen, Kun Tang, Junbo Ma

World Wide Web (WWW), May, 2023

Multi-teacher Self-training for Semi-supervised Node Classification with Noisy Labels.

Yujing Liu, Zongqian Wu, Zhengyu Lu, Guoqiu Wen, Junbo Ma, Guangquan Lu, Xiaofeng Zhu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Totally Dynamic Hypergraph Neural Networks.

Peng Zhou, Zongqian Wu, Xiangxiang Zeng, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Path Integration Enhanced Graph Attention Network.

Hui Wang, Peng Zhou, Junbo Ma

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold.

Junbo Ma, Jilian Zhang, Zeyu Wang

Inf. Process. Manag., 2022

Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer's Disease analysis.

Yonghua Zhu, Junbo Ma, Changan Yuan, Xiaofeng Zhu

Inf. Fusion, 2022

Information Augmentation for Few-shot Node Classification.

Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification.

Rongyao Hu, Zi-Wen Peng, Xiaofeng Zhu, Jiangzhang Gan, Yonghua Zhu, Junbo Ma, Guorong Wu

IEEE Trans. Medical Imaging, 2021

Robust multi-view continuous subspace clustering.

Junbo Ma, Ruili Wang, Wanting Ji, Jiawei Zhao, Ming Zong, Andrew Gilman

Pattern Recognit. Lett., 2021

Brain functional connectivity analysis based on multi-graph fusion.

Jiangzhang Gan, Zi-Wen Peng, Xiaofeng Zhu, Rongyao Hu, Junbo Ma, Guorong Wu

Medical Image Anal., 2021

Adaptive Cross-stitch Graph Convolutional Networks.

Zehui Hu, Zidong Su, Yangding Li, Junbo Ma

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

3D Nucleus Instance Segmentation for Whole-Brain Microscopy Images.

Junbo Ma, Oleh Krupa, Madison Rose Glass, Carolyn M. McCormick, David Borland, Minjeong Kim, Jason L. Stein, Guorong Wu

Proceedings of the Information Processing in Medical Imaging, 2021

2020

Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis.

Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold.

Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Multi-graph Fusion for Functional Neuroimaging Biomarker Detection.

Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Zi-Wen Peng, Guorong Wu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Relational recurrent neural networks for polyphonic sound event detection.

Junbo Ma, Ruili Wang, Wanting Ji, Hao Zheng, En Zhu, Jianping Yin

Multim. Tools Appl., 2019

Dictionary-based active learning for sound event classification.

Wanting Ji, Ruili Wang, Junbo Ma

Multim. Tools Appl., 2019

2018

SU-IDS: A Semi-supervised and Unsupervised Framework for Network Intrusion Detection.

Erxue Min, Jun Long, Qiang Liu, Jianjing Cui, Zhiping Cai, Junbo Ma

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018