zhangxiaobo
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Supervisor of Master's Candidates
- Master Tutor
- Education Level:PhD graduate
- Degree:Doctor of engineering
- Business Address:Southwest Jiaotong University, Xipu Campus, 999 Xi'an Road, Pidu District, Chengdu, Sichuan Province, China
- Academic Titles:Faculty Member, Department of Artificial Intelligence, School of Computer Science and Artificial Intelligence, Southwest Jiaotong University
- Alma Mater:Southwest Jiaotong University
- Supervisor of Master's Candidates
- School/Department:Southwest Jiaotong University
Contact Information
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- Research
Paper Publications
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- Xiaobo Zhang, Yuxin Zhou, Zhijie Lu, Donghai Zhai*, Haonan Luo, Tianrui Li, Yang Li, Multi-level Graph Neural Network with Sparsity Pooling for Recognizing Parkinson’s Disease, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023，31: 4459 - 4469.
- Xiaobo Zhang, Tao Wang, Xiaole Zhao*, Dengmin Wen, Donghai Zhai, Multitask-Guided Deep Clustering With Boundary Adaptation, IEEE Transactions on Neural Networks and Learning Systems, 2023:1–14.
- Xiaobo Zhang, Donghai Zhai*, Tianrui Li, Yuxin Zhou, Yang Lin, Image inpainting based on deep learning: A review, Information Fusion, 2022, 90: 74-94.
- Xiaobo Zhang, Yan Yang, Donghai Zhai*, Tianrui Li, Jielei Chu, Hao Wang, Local2Global: Unsupervised Multi-view Deep Graph Representation Learning with Nearest Neighbor Constraint, Knowledge-Based Systems, 2021, 231: 107439.
- Xiaobo Zhang, Zhimin Li, Qian Zhang*, Zegang Yin, Zhijie Lu, Yang Li, A new weakly supervised deep neural network for recognizing Alzheimer’s disease, Computers in Biology and Medicine, 2023, 163:107079
Patents
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Published Books
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Research Projects
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- The project of China Railway Eryuan Engineering Group Co., Ltd. focuses on the research of intelligent image algorithm for foreign object intrusion and perimeter intrusion in rail transit based on intelligent visual analysis
- Supported by the Fundamental Research Funds for the Central Universities, this project focuses on the research of intelligent screening for Parkinson's disease based on multimodal medical big data
- Key project of Sichuan Provincial Key Laboratory of Data Recovery, research on a novel GAN network based on generating adversarial magnetic resonance images
- Provincial Science and Technology Achievement Transfer and Transformation Demonstration Project - Sub project, Rail Transit Driving Environment Safety Monitoring and Early Warning System
- Key Research and Development Plan (Key) Project of Sichuan Province - Sub project, Research on Safety Prevention and Emergency Rescue of Mining Disaster Risks in Key Fault Zones in Panxi Region