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Junbo Ma

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2020 – today

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2024
[j11]
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Zhengyu Lu, Junbo Ma, Zongqian Wu, Bo Zhou, Xiaofeng Zhu:
A noise-resistant graph neural network by semi-supervised contrastive learning. Inf. Sci. 658: 120001 (2024)
[j10]
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Zongqian Wu, Peng Zhou, Junbo Ma, Jilian Zhang, Guoqin Yuan, Xiaofeng Zhu:
Graph augmentation for node-level few-shot learning. Knowl. Based Syst. 297: 111872 (2024)
[c13]
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  - conf/aaai/SuMTXC24
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Jiayang Su, Junbo Ma, Songyang Tong, Enze Xu, Minghan Chen:
Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems. AAAI 2024: 15100-15107
[c12]
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Junbo Ma, Caixuan Luo, Jia Hou, Kai Zhao:
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining. IJCAI 2024: 1164-1172
[c11]
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  - conf/ijcai/Luo00M024
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Caixuan Luo, Jie Xu, Yazhou Ren, Junbo Ma, Xiaofeng Zhu:
Simple Contrastive Multi-View Clustering with Data-Level Fusion. IJCAI 2024: 4697-4705
2023
[j9]
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  - journals/pr/ZhangHWMZ23
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Guolin Zhang, Zehui Hu, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu:
Dynamic graph convolutional networks by semi-supervised contrastive learning. Pattern Recognit. 139: 109486 (2023)
[j8]
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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): 949-966 (2023)
[c10]
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  - conf/adma/WangZM23
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Hui Wang, Peng Zhou, Junbo Ma:
Path Integration Enhanced Graph Attention Network. ADMA (4) 2023: 312-324
[c9]
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  - conf/ijcai/ZhouWZWM023
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Peng Zhou, Zongqian Wu, Xiangxiang Zeng, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu:
Totally Dynamic Hypergraph Neural Networks. IJCAI 2023: 2476-2483
[c8]
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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: 2946-2954
2022
[j7]
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  - journals/inffus/ZhuMYZ22
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Yonghua Zhu, Junbo Ma, Changan Yuan, Xiaofeng Zhu:
Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer's Disease analysis. Inf. Fusion 77: 53-61 (2022)
[j6]
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Junbo Ma, Jilian Zhang, Zeyu Wang:
Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold. Inf. Process. Manag. 59(4): 102965 (2022)
[c7]
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  - conf/ijcai/WuZWWMC022
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Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu:
Information Augmentation for Few-shot Node Classification. IJCAI 2022: 3601-3607
2021
[j5]
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  - journals/mia/GanPZHMW21
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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: 102057 (2021)
[j4]
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  - journals/prl/MaWJZZG21
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Junbo Ma, Ruili Wang, Wanting Ji, Jiawei Zhao, Ming Zong, Andrew Gilman:
Robust multi-view continuous subspace clustering. Pattern Recognit. Lett. 150: 306-312 (2021)
[j3]
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  - journals/tmi/HuPZGZMW21
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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): 3843-3855 (2021)
[c6]
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  - conf/ipmi/MaKGMBKS021
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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: 504-516
[c5]
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  - conf/mmasia/HuSLM21
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Zehui Hu, Zidong Su, Yangding Li, Junbo Ma:
Adaptive Cross-stitch Graph Convolutional Networks. MMAsia 2021: 75:1-75:7
2020
[c4]
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  - conf/ijcai/Gan0HZMP020
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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: 580-586
[c3]
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  - conf/miccai/ChenHCMKLW20
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Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu:
Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold. MICCAI (7) 2020: 367-376
[c2]
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  - conf/miccai/MaZYCW20
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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: 387-396

2010 – 2019

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2019
[j2]
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  - journals/mta/JiWM19
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Wanting Ji, Ruili Wang, Junbo Ma:
Dictionary-based active learning for sound event classification. Multim. Tools Appl. 78(3): 3831-3842 (2019)
[j1]
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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): 29509-29527 (2019)
2018
[c1]
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  - conf/icccsec/MinL0CCM18
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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: 322-334

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