Junbo Ma

24 papers A* 7Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
A noise-resistant graph neural network by semi-supervised contrastive learning.
Inf. Sci.
Zhengyu Lu, Junbo Ma, Zongqian Wu, Bo Zhou, Xiaofeng Zhu
2024 J jnl
Graph augmentation for node-level few-shot learning.
Knowl. Based Syst.
Zongqian Wu, Peng Zhou, Junbo Ma, Jilian Zhang, Guoqin Yuan, Xiaofeng Zhu
2024 A* conf
Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems.
AAAI
Jiayang Su, Junbo Ma, Songyang Tong, Enze Xu, Minghan Chen
2024 A* conf
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining.
IJCAI
Junbo Ma, Caixuan Luo, Jia Hou, Kai Zhao
2024 A* conf
Simple Contrastive Multi-View Clustering with Data-Level Fusion.
IJCAI
Caixuan Luo, Jie Xu, Yazhou Ren, Junbo Ma, Xiaofeng Zhu
2023 J jnl
Dynamic graph convolutional networks by semi-supervised contrastive learning.
Pattern Recognit.
Guolin Zhang, Zehui Hu, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu
2023 J jnl
Multi-scale graph classification with shared graph neural network.
World Wide Web (WWW)
Peng Zhou, Zongqian Wu, Guoqiu Wen, Kun Tang, Junbo Ma
2023 A* conf
Multi-teacher Self-training for Semi-supervised Node Classification with Noisy Labels.
ACM Multimedia
Yujing Liu, Zongqian Wu, Zhengyu Lu, Guoqiu Wen, Junbo Ma, Guangquan Lu, Xiaofeng Zhu
2023 — conf
Path Integration Enhanced Graph Attention Network.
ADMA (4)
Hui Wang, Peng Zhou, Junbo Ma
2023 A* conf
Totally Dynamic Hypergraph Neural Networks.
IJCAI
Peng Zhou, Zongqian Wu, Xiangxiang Zeng, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu
2022 A* conf
Information Augmentation for Few-shot Node Classification.
IJCAI
Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu
2022 J jnl
Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer's Disease analysis.
Inf. Fusion
Yonghua Zhu, Junbo Ma, Changan Yuan, Xiaofeng Zhu
2022 J jnl
Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold.
Inf. Process. Manag.
Junbo Ma, Jilian Zhang, Zeyu Wang
2021 — conf
3D Nucleus Instance Segmentation for Whole-Brain Microscopy Images.
IPMI
Junbo Ma, Oleh Krupa, Madison Rose Glass, Carolyn M. McCormick, David Borland, Minjeong Kim, Jason L. Stein, Guorong Wu
2021 — conf
Adaptive Cross-stitch Graph Convolutional Networks.
MMAsia
Zehui Hu, Zidong Su, Yangding Li, Junbo Ma
2021 J jnl
Brain functional connectivity analysis based on multi-graph fusion.
Medical Image Anal.
Jiangzhang Gan, Zi-Wen Peng, Xiaofeng Zhu, Rongyao Hu, Junbo Ma, Guorong Wu
2021 J jnl
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification.
IEEE Trans. Medical Imaging
Rongyao Hu, Zi-Wen Peng, Xiaofeng Zhu, Jiangzhang Gan, Yonghua Zhu, Junbo Ma, Guorong Wu
2021 J jnl
Robust multi-view continuous subspace clustering.
Pattern Recognit. Lett.
Junbo Ma, Ruili Wang, Wanting Ji, Jiawei Zhao, Ming Zong, Andrew Gilman
2020 — conf
Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis.
MICCAI (7)
Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu
2020 — conf
Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold.
MICCAI (7)
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2020 A* conf
Multi-graph Fusion for Functional Neuroimaging Biomarker Detection.
IJCAI
Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Zi-Wen Peng, Guorong Wu
2019 J jnl
Dictionary-based active learning for sound event classification.
Multim. Tools Appl.
Wanting Ji, Ruili Wang, Junbo Ma
2019 J jnl
Relational recurrent neural networks for polyphonic sound event detection.
Multim. Tools Appl.
Junbo Ma, Ruili Wang, Wanting Ji, Hao Zheng, En Zhu, Jianping Yin
2018 — conf
SU-IDS: A Semi-supervised and Unsupervised Framework for Network Intrusion Detection.
ICCCS (3)
Erxue Min, Jun Long, Qiang Liu, Jianjing Cui, Zhiping Cai, Junbo Ma