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    Chapter and Conference Paper

    Deployment and Comparison of Large Language Models Based on Virtual Cluster

    [Objective] Currently, large language model (LLM) is one of research highlights in the field of natural language processing. This paper selected some open-source LLMs for deployment and comparison from the perspe...

    Kai Li, Rongqiang Cao, Meng Wan, **aoguang Wang, Zongguo Wang in Artificial Intelligence (2024)

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    Chapter and Conference Paper

    Updates and Experiences of VenusAI Platform

    [Objective] This paper presents an overview introduction of the VenusAI platform, focusing on its technical updates and sharing the experiences gained since its deployment. The objective is to highlight the platf...

    Meng Wan, Rongqiang Cao, Kai Li, **aoguang Wang, Zongguo Wang in Artificial Intelligence (2024)

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    Chapter

    Conclusion and Future Directions

    In previous chapters, we have presented our observations and results on mobile data dynamics in heterogeneous wireless networks, from four aspects: the cause, description, governing rule, and impact, respectiv...

    Jie Wang, Wenye Wang, **aogang Wang in Encountering Mobile Data Dynamics in Heter… (2024)

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    Chapter

    Digital Twins Technologies

    This chapter of “Digital Twin Technologies in Transportation Infrastructure Management” focuses on Digital Twin technologies and their various aspects. The chapter begins by discussing the different types of D...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter

    Digital Twin in TIM

    This chapter of “Digital Twin Technologies in Transportation Infrastructure Management” focuses on the use of digital twin technology in TIM. The chapter begins with an introduction to digital twin in TIM, inc...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter

    Digital Twins in Operation and Maintenance(O&P)

    This chapter of “Digital Twin Technologies in Transportation Infrastructure Management” focuses on the role of Digital Twins in the operation and maintenance of transportation infrastructure. The chapter start...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter and Conference Paper

    RDBlab: An Artificial Simulation System for RDBMSs

    With the development of cloud database, the simulation system of RDBMSs become increasing important for avoiding database failures. For example, a simulation system could hypothetically collect the database kn...

    Yu Yan, Hongzhi Wang, Junfang Huang, Jian Geng, Zixuan Wang in Web and Big Data (2024)

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    Chapter

    Introduction to Digital Twin Technologies in Transportation Infrastructure Management (TIM)

    This chapter of “Digital Twin Technologies in Transportation Infrastructure Management” provides an introduction to the concept of Digital Twin in the context of Infrastructure Management. The chapter begins b...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter

    Transportation Infrastructure Management

    This chapter of “Digital Twin Technologies in Transportation Infrastructure Management” explores Transportation Infrastructure Management (TIM) in detail. The chapter begins by providing an overview of the var...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter

    Digital Twins in Design and Construction

    Digital twins are gaining attention in the construction industry, as they offer several benefits such as reducing risks, improving quality, and enhancing productivity. This chapter explores the application of ...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter and Conference Paper

    Prediction and Analysis of Multiple Causes of Mental Health Problems Based on Machine Learning

    To prevent other types of mental health problems from being misclassified as depression, as well as to remedy the problem of inadequate resources for mental health consultations. This study first analyzes the ...

    Shengli Deng, Fan Wang, Yunna Cai, Haowei Wang, Zhenyu Wang in Wisdom, Well-Being, Win-Win (2024)

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    Chapter

    Future Digital Twin in Infrastructure Management

    In this chapter, “Future Digital Twin in Infrastructure Management,” discusses the advancements and potential future developments of digital twin technology in the field of infrastructure management. The chapt...

    Wenjuan Wang, Qasim Zaheer, Shi Qiu in Digital Twin Technologies in Transportatio… (2024)

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    Chapter and Conference Paper

    Strict Differentially Private Support Vector Machines with Dimensionality Reduction

    With the widespread data collection and processing, privacy-preserving machine learning has become increasingly important in addressing privacy risks related to individuals. Support vector machine (SVM) is one...

    Teng Wang, Shuanggen Liu, Jiangguo Liang in Artificial Intelligence Security and Priva… (2024)

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    Chapter and Conference Paper

    A Robust Detection and Correction Framework for GNN-Based Vertical Federated Learning

    Graph Neural Network based Vertical Federated Learning (GVFL) facilitates data collaboration while preserving data privacy by learning GNN-based node representations from participants holding different dimensi...

    Zhicheng Yang, **aoliang Fan, Zheng Wang in Pattern Recognition and Computer Vision (2024)

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    Chapter and Conference Paper

    Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion

    Magnetic resonance (MR) images collected in 2D scanning protocols typically have large inter-slice spacing, resulting in high in-plane resolution but reduced through-plane resolution. Super-resolution techniqu...

    **n Wang, Zhenrong Shen, Zhiyun Song, Sheng Wang in Machine Learning in Medical Imaging (2024)

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    Chapter and Conference Paper

    A Novel Point Cloud Completion Method Based on Height Map and Dual-Mask Images

    The height information of flotation foam is crucial in the titanium flotation. Foam height is embedded within foam point clouds. We are the first to introduce point cloud data in flotation analysis. Addressing...

    Yifan Lu, **aoqi Chen, Jianfu Ma, Meixia Fu in Artificial Intelligence in China (2024)

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    Chapter and Conference Paper

    Enhanced Motor Imagery Based Brain-Computer Interface via Vibration Stimulation and Robotic Glove for Post-Stroke Rehabilitation

    Motor imagery based brain-computer interface (MI-BCI) has been extensively researched as a potential intervention to enhance motor function for post-stroke patients. However, the difficulties in performing ima...

    Jianqiang Su, Jiaxing Wang, Weiqun Wang, Yihan Wang in Neural Information Processing (2024)

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    Chapter and Conference Paper

    Multi-level Temporal Information Sharing Transformer-Based Feature Reuse Network for Cardiac MRI Reconstruction

    The accurate reconstruction of accelerated Magnetic Resonance Imaging (MRI) brings significant clinical benefits, including improved diagnostic accuracy and reduced examination costs. Traditional cardiac MRI r...

    Guangming Wang, Jun Lyu, Fanwen Wang in Statistical Atlases and Computational Mode… (2024)

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    Chapter and Conference Paper

    Weakly Supervised Method for Domain Adaptation in Instance Segmentation

    The domain adaptation of an instance segmentation model has gained much attention. However, manual annotation is tedious and self-training contains too much pseudolabel noise. Inspired by weakly supervised met...

    Jie Sun, Yan Tian, Jialei Wang, Zhaocheng Xu, Hao Wang in Advances in Computer Graphics (2024)

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    Chapter and Conference Paper

    Triplet Learning for Chest X-Ray Image Search in Automated COVID-19 Analysis

    Chest radiology images such as CT scans and X-ray images have been extensively employed in computer-assisted analysis of COVID-19, utilizing various learning-based techniques. As a trending topic, image retrie...

    Linmin Wang, Qianqian Wang, **aochuan Wang in Machine Learning in Medical Imaging (2024)

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