Search Results - "Tian, Zhiyi"

Comparing Models of Frailty: The Health and Retirement Study by Cigolle, Christine T., Ofstedal, Mary Beth, Tian, Zhiyi, Blaum, Caroline S.

“…OBJECTIVES: To operationalize and compare three models of frailty, each representing a distinct theoretical view of frailty: as deficiencies in function…”
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Geriatric conditions and disability : The health and retirement study by CIGOLLE, Christine T, LANGA, Kenneth M, KABETO, Mohammed U, ZHIYI TIAN, BLAUM, Caroline S

“…Geriatric conditions, such as incontinence and falling, are not part of the traditional disease model of medicine and may be overlooked in the care of older…”
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A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework by Liu, Jiayong, Tian, Zhiyi, Zheng, Rongfeng, Liu, Liang

“…The popularity of encryption method brings a great challenge to malware traffic identification. Traditional classes defined by expert experience are usually…”
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Two-layer detection framework with a high accuracy and efficiency for a malware family over the TLS protocol by Zheng, Rongfeng, Liu, Jiayong, Liu, Liang, Liao, Shan, Li, Kai, Wei, Jihong, Li, Li, Tian, Zhiyi

“…The transport layer security (TLS) protocol is widely adopted by apps as well as malware. With the geometric growth of TLS traffic, accurate and efficient…”
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Personalized Federated Learning for Heterogeneous Residential Load Forecasting by Qu, Xiaodong, Guan, Chengcheng, Xie, Gang, Tian, Zhiyi, Sood, Keshav, Sun, Chaoli, Cui, Lei

“…Accurate load forecasting is critical for electricity production, transmission, and maintenance. Deep learning (DL) model has replaced other classical models…”
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No-shows to primary care appointments: subsequent acute care utilization among diabetic patients by Nuti, Lynn A, Lawley, Mark, Turkcan, Ayten, Tian, Zhiyi, Zhang, Lingsong, Chang, Karen, Willis, Deanna R, Sands, Laura P

“…Patients who no-show to primary care appointments interrupt clinicians' efforts to provide continuity of care. Prior literature reveals no-shows among diabetic…”
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Geriatric Conditions Develop in Middle-Aged Adults with Diabetes by Cigolle, Christine T., Lee, Pearl G., Langa, Kenneth M., Lee, Yuo-Yu, Tian, Zhiyi, Blaum, Caroline S.

“…ABSTRACT BACKGROUND Geriatric conditions, collections of symptoms common in older adults and not necessarily associated with a specific disease, increase in…”
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Cross-Sectional Survey of Factors Contributing to COVID-19 Testing Hesitancy Among US Adults at Risk of Severe Outcomes from COVID-19 by Assaf, Annlouise R., Sidhu, Gurinder S., Soni, Apurv, Cappelleri, Joseph C., Draica, Florin, Herbert, Carly, Arham, Iqra, Bader, Mehnaz, Jimenez, Camille, Bois, Michael, Silvester, Eliza, Meservey, Jessica, Eng, Valerie, Nelson, Megan, Cai, Yong, Nangarlia, Aakansha, Tian, Zhiyi, Liu, Yanping, Watt, Stephen

“…Introduction The United States Centers for Disease Control and Prevention (CDC) advises testing individuals for COVID-19 after exposure or if they display…”
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Clustering High-Dimensional Noisy Categorical Data by Tian, Zhiyi, Xu, Jiaming, Tang, Jen

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CRCGAN: Toward robust feature extraction in finger vein recognition by Zhang, Zhongxia, Zhou, Zhengchun, Tian, Zhiyi, Yu, Shui

“…Deep convolutional neural networks (CNNs) have produced remarkable outcomes in finger vein recognition. However, these networks often overfit label…”
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Semantic Communications Toward Graph Data by Zhang, Chenhan, Tian, Zhiyi, Wang, Weiqi, Yu, Shui

“…In the development of communication systems, semantic communications (SemCom) represents a pivotal shift from conventional methods, underscoring the primacy of…”
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An Asynchronous Multi-Task Semantic Communication Method by Tian, Zhiyi, Vo, Hiep, Zhang, Chenhan, Min, Geyong, Yu, Shui

“…Semantic communication has sparked great interest, due to the rising demands of emerging applications on high communication capacity and low latency. The…”
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ROSE: A Receiver-Oriented Semantic Communication Framework by Tian, Zhiyi, Zhang, Chenhan, Wang, Weiqi, Bogucka, Hanna, Yu, Shui

“…Semantic communication (SemCom) is an emerging paradigm focusing on the meaning of transmitted symbols for effective communications. Existing SemCom methods…”
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Machine Unlearning via Representation Forgetting With Parameter Self-Sharing by Wang, Weiqi, Zhang, Chenhan, Tian, Zhiyi, Yu, Shui

“…Machine unlearning enables data owners to remove the contribution of their specified samples from trained models. However, existing methods fail to strike an…”
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Forgetting and Remembering Are Both You Need: Balanced Graph Structure Unlearning by Zhang, Chenhan, Wang, Weiqi, Tian, Zhiyi, Yu, Shui

“…In light of the growing emphasis on the right to be forgotten of graph data, machine unlearning has been extended to unlearn the graph structures' knowledge…”
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Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks by Dou, Jie, Xie, Gang, Tian, Zhiyi, Cui, Lei, Yu, Shui

“…Wearable IoT devices are easily compromised by malware due to their security vulnerabilities. The bots infected by malware may continue to infect healthy…”
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Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS by Tan, Shuaishuai, Zhong, Xiaoxiong, Tian, Zhiyi, Dong, Qingkuan

“…Machine learning based network intrusion system (NIDS) is known to be vulnerable to evasions. Attackers conceal intrusion activities to make them undetected…”
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The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers by Tian, Zhiyi, Cui, Lei, Zhang, Chenhan, Tan, Shuaishuai, Yu, Shui, Tian, Yonghong

“…Model inversion attacks can reconstruct the training samples of victim deep learning models. The existing efforts heavily rely on auxiliary information of the…”
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Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients by McComb, Sara, Tian, Zhiyi, Sands, Laura, Turkcan, Ayten, Zhang, Lingsong, Frazier, Shree, Lawley, Mark

“…Patients scheduled for primary care appointments often cancel or no show. For diabetic patients, nonattendance can affect continuity of care and result in…”
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Construct New Graphs Using Information Bottleneck Against Property Inference Attacks by Zhang, Chenhan, Tian, Zhiyi, Yu, James J.Q., Yu, Shui

“…Graphs provide a unique representation of real- world data. However, recent studies found that inference attacks can extract private property information of…”
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