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Juvenile Diversion Programs In Minnesota Counties And Their Effect On Arrest Rates, Victoria Floden May 2024

Juvenile Diversion Programs In Minnesota Counties And Their Effect On Arrest Rates, Victoria Floden

Political Science Theses and Capstones

The rise of juvenile diversion programs in Minnesota has sparked widespread discussion, especially as the nation addresses its concerns about overcrowded jails and prisons stemming from past "tough-on-crime" policies. Minnesota has responded by creating alternative pathways for juvenile offenders, aiming to keep them out of the traditional justice system while still holding them responsible for their actions. However, research and existing literature are unclear as to which of these diversion programs help reduce juvenile arrest rates. Different factors in each case could provide insight into which programs are most effective. I seek to explain why certain Minnesota counties have been …


Curriculum Response To An Evolving Society: An Analysis Of Family And Consumer Sciences Education At Murray State University From 1928 To 2023, Lauren Ervin May 2024

Curriculum Response To An Evolving Society: An Analysis Of Family And Consumer Sciences Education At Murray State University From 1928 To 2023, Lauren Ervin

Honors College Theses

This research aims to identify and explore the changes in the family and consumer sciences (FCS) education program at Murray State University from 1928, when the major was first offered, until 2023. The following questions were answered:

  • What are the notable changes in Murray State University's FCS education program, involving curriculum, from 1928 to 2023?

  • What are the notable themes, topics, and changes to the overarching FCS field from 1928 to 2023?

  • How have the events in society and the FCS field influenced the FCS Education program at Murray State University?

The researcher noted the changes in the Murray State …


Getting The Dunce Cap: Examining The Effects Of Authority And Rejection On Self-Esteem, Chloe Whitfield May 2024

Getting The Dunce Cap: Examining The Effects Of Authority And Rejection On Self-Esteem, Chloe Whitfield

Honors College Theses

Social rejection has been defined as any instance in which an individual is excluded socially or fails to maintain a social relationship (Jiang & Ngai, 2020). To describe the tendency to worry about, anticipate, and overreact to social rejection, the term rejection sensitive was coined (Feldman & Downey, 1994). The present study was specifically interested in rejection sensitivity and its various influences on behavior and self-esteem, especially in an instance of receiving rejection from a person of academic authority (i.e., a professor). The study was also interested in identifying recurring personality traits in rejection-sensitive individuals. After completing an online pre-test …


Obscured To Outspoken: Buchi Emecheta, Chimamanda Ngozi Adichie, And Akwaeke Emezi As Case Studies In Nigerian Feminism, Ava Chuppe May 2024

Obscured To Outspoken: Buchi Emecheta, Chimamanda Ngozi Adichie, And Akwaeke Emezi As Case Studies In Nigerian Feminism, Ava Chuppe

Honors College Theses

Though about two decades separate their ascents to global renown, Buchi Emecheta and Chimamanda Ngozi Adichie represent two figureheads of the women’s literary tradition in Nigeria. While Adichie has embraced the “feminist” label to describe her work, Emecheta has proven more reluctant, divulging issues with the Western variety of the movement—namely, its deconstruction of the family. Nevertheless, Emecheta and Adichie engage with issues such as maternity, familial turmoil, and political unrest in the contexts of colonial and postcolonial Nigeria, respectively. In doing so, both writers demonstrate the unique manifestations of patriarchy brought about by colonial rule. In Emecheta’s novel The …


The Experiences Of Postsecondary Students With Disabilities Utilizing One Stop Student Services: A Grounded Theory Approach, Ivan Noe May 2024

The Experiences Of Postsecondary Students With Disabilities Utilizing One Stop Student Services: A Grounded Theory Approach, Ivan Noe

Education (PhD) Dissertations

The number of students with disabilities attending postsecondary institutions of higher education continues to rise. With it, it is necessary to understand better how they experience their institution beyond curricular spaces. Presently, there exists a gap in the knowledge of how these students experience co-curricular support, including assistance with enrollment services through one stops. This study sought to understand the multiple ways in which this population of students experiences the one stop at one of three four-year public research universities in California. This qualitative research study utilized the constructivist grounded theory methodology and methods to aid in the emergence of …


Influences Of Cultural Capital And Internationalization On Global Competence: Evidence From China’S Higher Vocational Education, Yiying Teng May 2024

Influences Of Cultural Capital And Internationalization On Global Competence: Evidence From China’S Higher Vocational Education, Yiying Teng

Education (PhD) Dissertations

The purpose of the study was to explore global competence-based pedagogy in higher education. Under the umbrella of cultural capital theory and internationalization framework, a systematic literature review analyzed and synthesized 26 empirical studies pertaining to global competence education in postsecondary education from 2013 to 2022. The review revealed a research gap highlighting the lack of exploration into global competence pedagogy among students in higher vocational education. To address this gap, the present study focused on a sample of 1,504 participants recruited from a Chinese vocational university situated on the eastern coast of China, encompassing both 3-year college students and …


Carl Schmitt’S Loneliness And Hannah Arendt’S Action, J. Lynne Nelson May 2024

Carl Schmitt’S Loneliness And Hannah Arendt’S Action, J. Lynne Nelson

Philosophy Honors Theses

No abstract provided.


Scholarship As Fun, Thomas Schultz May 2024

Scholarship As Fun, Thomas Schultz

Dalhousie Law Journal

One theme that traverses much of Pierre Schlag’s work is a sense of profound humanity—the idea that thinking and writing about the law can and should be a deeply, genuinely human activity—an activity for which we can, and should, break up many of the barriers that stand between us, between who we really are, and what we think and write. It is an activity for which we should put aside our pretences and insecurities and the attached formalisms and exaggerations behind which we so often hide, and which in the end constrain our humanity so much, as they take on …


Un Ésprit Sérieux, Pierre Schlag May 2024

Un Ésprit Sérieux, Pierre Schlag

Dalhousie Law Journal

It was a sunny day when we all met in a classroom at McGill University The gathering went on all day and at the end someone proposed writing up the discussion as essays. Hence, this collection.

I’d like to take a moment of gratitude to express heartfelt thanks to all the participants. And especially to Vincent Forray and Jean d’Aspremont for organizing the event, and to Genevieve Renard Painter and Liam McHugh-Russell for bringing this collection over the finish line. I don’t know whether the intellectual generosity of the participants was because of Canada, or Montreal, or McGill, or the …


Royston Public Library Receives National Grant To Make The Library More Accessible To Patrons With Disabilities, Maggie West, Darcy Calia May 2024

Royston Public Library Receives National Grant To Make The Library More Accessible To Patrons With Disabilities, Maggie West, Darcy Calia

Georgia Library Quarterly

The Royston Public Library has been awarded a prestigious $10,000 grant as part of the Libraries Transforming Communities: Accessible Small and Rural Communities initiative, spearheaded by the American Library Association (ALA). This grant aims to enhance accessibility and community engagement for individuals with disabilities in small and rural libraries. The Royston Library plans to host community conversations to gain direct patron input into the best use of these funds. Ideas include utilizing the grant to develop tailored programs, including Sensory Storytime sessions and Quieter Storytime sessions with interactive elements. Furthermore, the library could improve physical accessibility by enhancing the garden …


News Briefs Spring 2024, Georgia Library Quarterly May 2024

News Briefs Spring 2024, Georgia Library Quarterly

Georgia Library Quarterly

No abstract provided.


Coffins And Conditioner, Mackenzie Scott May 2024

Coffins And Conditioner, Mackenzie Scott

Graduate Thesis Collection

Coffins and Conditioner is part one of a modern fantasy story follows a latine, nonbinary hairdresser named Mura Saiz whose entire clientele consists of supernatural entities like werewolves, vampires, and fae. When a fight breaks out in their salon and catches the attention of a new surveillance program meant to destroy those very same supernatural entities, Mura realizes that they must give up their own peace of mind and physical safety to protect their clients. During their journey, Mura must learn how to juggle the secrets they keep within the salon with their now-suspicious chosen family while also making time …


Lived Musical Experiences Of Autistic Adults, Anetta Fortner May 2024

Lived Musical Experiences Of Autistic Adults, Anetta Fortner

Graduate Thesis Collection

This research set out to explore the relationship between autistic individuals and music. Current research on autism and music education focuses primarily on the accounts of teachers, parents, and other stakeholders, and does not center autistic voices. The following research questions guided this study: (1) What can we learn from autistic adults, specifically those still involved in music, about their lifelong experiences in music and music education? (2) What insight can we gain from these experiences to create more inclusive environments for autistic individuals? To answer these questions, autistic adults who self-identified as still involved in music completed a short …


Length Of Time Differences Between Genders In Factors Of Movement From Suicidal Ideation To Suicidal Action, Carina Anderson May 2024

Length Of Time Differences Between Genders In Factors Of Movement From Suicidal Ideation To Suicidal Action, Carina Anderson

Doctor of Psychology (PsyD)

While women are more likely to take suicidal action, men are more likely to die of it. This difference has been partially, but not completely explained by the methods of suicide generally chosen by men and women. While this and other factors have been explored, there is no conclusive answer for the difference in death rates. Research suggests that men and women make decisions differently, and if these differences contribute to variations in their movement from suicidal ideation to suicidal action, we might expect to see these differences reflected in the amount of time it takes men and women to …


Foxo1 Inhibitor, As1842856, Induces Cell Cycle Arrest And Reverses Anticancer Drug-Induced Cytotoxicity In Osteosarcoma Cells, Antanay Hall May 2024

Foxo1 Inhibitor, As1842856, Induces Cell Cycle Arrest And Reverses Anticancer Drug-Induced Cytotoxicity In Osteosarcoma Cells, Antanay Hall

Theses (2016-Present)

Forkhead box class O (FOXO)-1 transcription factor controls cell proliferation, apoptosis, oxidative stress, and other cellular activities; FOXO1 has also been implicated in cell cycle regulation. This research project aims to determine the contribution of FOXO1 to cell cycle regulation and response to anticancer drug treatment in osteosarcoma. Osteosarcoma is the most common bone cancer, with most cases occurring in people younger than 30 years old. The study explores the impact of FOXO1 inhibitor AS1842856 on the cytotoxic effects of anticancer drugs in CCHOSD, Hos, and LM7 osteosarcoma (OGS) cell lines. Following chemical inhibition of FOXO1 and anticancer drug treatment, …


Evaluation Of Wogonin And Chrysin In Alleviating Mycophenolate-Induced Diarrhea And Its Pharmacokinetics Profile, Abasifreke Sunday Benson May 2024

Evaluation Of Wogonin And Chrysin In Alleviating Mycophenolate-Induced Diarrhea And Its Pharmacokinetics Profile, Abasifreke Sunday Benson

Theses (2016-Present)

Medication-induced diarrhea is a common adverse effect experienced by patients taking immunosuppressant medications used in Organ transplants. However, Mycophenolate mofetil (MMF) is the first-line drug to prevent organ transplant rejection. (Van Gelder & Hesselink, 2015) . MMF’s mechanism of action involves inhibition of inosine-5'-monophosphate dehydrogenase. It is used for the treatment and management of a variety of autoimmune diseases as well as to prevent organ rejection in patients with bone marrow and solid organ transplants; however, over 50% of its adverse effects have been reported to be diarrhea. (Arslan et al., 2007; Farooqi et al., 2020). However, few options exist …


Reconstructing The Narrative Of Slavery In The United States: Acknowledging The Complex Exploitation Of Forced, Free, And Semi-Free Labor Beyond Race And Ethnicity And The Several Communities Who Endured Systemic Labor Exploitation And Injustice In The United States, Amma Terrece Sims May 2024

Reconstructing The Narrative Of Slavery In The United States: Acknowledging The Complex Exploitation Of Forced, Free, And Semi-Free Labor Beyond Race And Ethnicity And The Several Communities Who Endured Systemic Labor Exploitation And Injustice In The United States, Amma Terrece Sims

Theses (2016-Present)

This thesis explores the deconstruction and modernization of the narrative surrounding slavery in the United States by recognizing the multifaceted exploitation of labor beyond racial limitations. Through an assessment of representations and historical instances of forced, free, and semi-free labor in the United States, this study explores various forms of systemic subjugation and discrimination endured by diverse communities of immigrants. Specific consideration is given to examples such as indentured servitude of the colonial era and the experiences of “new immigrants” of the industrial period in challenging the established racial paradigm correlated with slavery. The experiences of specific European ethnic sub- …


"As Long As You're South Of The Canadian Border—You're South!": The Rise Of Black Power In North Omaha, Nebraska, William Odell Burney May 2024

"As Long As You're South Of The Canadian Border—You're South!": The Rise Of Black Power In North Omaha, Nebraska, William Odell Burney

Theses (2016-Present)

The objective of this master’s thesis is to configure a socio-historic narrative in such a way that it clearly illustrates how and why much of North Omaha’s Black American collective transitioned from a mundane migratory movement to that of the Black Panther Party. To wholly comprehend the essence and relevance of Black Power one must understand its lesser-known evolution in locales such as Omaha, Nebraska, in the Midwest. Hopefully, this research will enhance a pre-existing trove that other historians may pull from to consider similarities and juxtapositions of causal dynamics that underpinned Black Power in different regions of the United …


Communication And Marketing In Historically Black Colleges And Universities (Hbcu) Sports, Philip Reynaldo King May 2024

Communication And Marketing In Historically Black Colleges And Universities (Hbcu) Sports, Philip Reynaldo King

Theses (2016-Present)

This study's objectives are to evaluate the impact that communication and marketing efforts have on the attendance and revenue of HBCU sporting events; identify and explain potential challenges and obstacles to effective marketing and communication initiatives; analyze the effectiveness of current communication and marketing efforts; and examine and identify strategies for improving communication and marketing efforts in HBCU sporting events. The current state of communication and marketing in HBCU athletics will be analyzed through an analysis of the existing body of literature. Best practices will be identified, and the research will investigate strategies to optimize communication and marketing efforts in …


Faculty Beliefs Toward Academic Accommodations For Prelicensure Nursing Students With Disabilities, Connie Harris May 2024

Faculty Beliefs Toward Academic Accommodations For Prelicensure Nursing Students With Disabilities, Connie Harris

Dissertations

The purpose of this study was to explore nurse educators’ beliefs using the conceptual framework of the theory of planned behavior to investigate faculty behavioral, normative, and control beliefs toward providing academic accommodations for prelicensure nursing students with disabilities. The theory of planned behavior served as the study’s framework to guide data collection and analysis. Semi-structured interviews from 13 study participants representing all regions of the United States were conducted. Nurse educators described their experiences providing academic accommodations to students with physical, sensory, learning, emotional/mental health, and medical disabilities in clinical, lab, and didactic learning environments. Data analysis employed the …


Evaluating Effective Communication Of Baccalaureate Nursing Students, Christine Brockway May 2024

Evaluating Effective Communication Of Baccalaureate Nursing Students, Christine Brockway

Dissertations

Brockway, Christine. Evaluating Effective Communication of Baccalaureate Nursing Students. Published Doctor of Philosophy dissertation, University of Northern Colorado, 2024. The purpose of this mixed methods study was to determine how communication evaluation by clinical faculty compared in a clinical setting versus a simulation setting for Bachelor of Science in Nursing (BSN) students. Fifty (50) BSN students from three different schools of nursing were scored using the Interprofessional Situation, Background, Assessment, Recommendation Nurse to Physician Rubric in both clinical and simulation settings by seven nursing faculty. Scoring for each student occurred in both settings during one semester. Following the evaluation, students …


Population Pharmacokinetic Analysis Of Atomoxetine And Its Metabolites In Children And Adolescents With Attention-Deficit/Hyperactivity Disorder., Shen Cheng, Mahmoud Al-Kofahi, J Steven Leeder, Jacob T. Brown May 2024

Population Pharmacokinetic Analysis Of Atomoxetine And Its Metabolites In Children And Adolescents With Attention-Deficit/Hyperactivity Disorder., Shen Cheng, Mahmoud Al-Kofahi, J Steven Leeder, Jacob T. Brown

Manuscripts, Articles, Book Chapters and Other Papers

Atomoxetine (ATX) is a non-stimulant used to treat attention-deficit/hyperactivity disorder (ADHD) and systemic exposure is highly variable due to polymorphic cytochrome P450 2D6 (CYP2D6) activity. The objective of this study was to characterize the time course of ATX and metabolites (4-hydroxyatomoxetine (4-OH); N-desmethylatomoxetine (NDA); and 2-carboxymethylatomoxetine (2-COOH)) exposure following oral ATX dosing in children with ADHD to support individualized dosing. A nonlinear mixed-effect modeling approach was used to analyze ATX, 4-OH, and NDA plasma and urine, and 2-COOH urine profiles obtained over 24-72 hours from children with ADHD (n = 23) following a single oral ATX dose. Demographics and CYP2D6 …


Approach For Defining Human Adenovirus Infection And Disease For Central Review Adjudication In Clinical Studies., Brian T. Fisher, Jesse Blumenstock, Craig L K Boge, Sydney Shuster, Alix E. Seif, Michael Green, Marian G. Michaels, Jessie L. Alexander, Monica I. Ardura, Tamara P. Miller, Diego R. Hijano, William J. Muller, Jennifer E. Schuster, Abby M. Green, Daniel E. Dulek, Adriana E. Kajon, Lara Danziger-Isakov May 2024

Approach For Defining Human Adenovirus Infection And Disease For Central Review Adjudication In Clinical Studies., Brian T. Fisher, Jesse Blumenstock, Craig L K Boge, Sydney Shuster, Alix E. Seif, Michael Green, Marian G. Michaels, Jessie L. Alexander, Monica I. Ardura, Tamara P. Miller, Diego R. Hijano, William J. Muller, Jennifer E. Schuster, Abby M. Green, Daniel E. Dulek, Adriana E. Kajon, Lara Danziger-Isakov

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Pediatric allogeneic hematopoietic cell transplant (allo-HCT) recipients are at risk for morbidity and mortality from human adenovirus (HAdV). HAdV can be detected in an asymptomatic state, referred to as infection or with signs or symptoms of illness, referred to as disease. Standardized case definitions are needed to distinguish infection from disease and allow for consistent reporting in both observational cohort studies and therapeutic clinical trials.

METHODS: A working group of experts in virology, transplant infectious disease, and HCT was assembled to develop HAdV infection and disease definitions with the degree of certainty (i.e., possible, probable, and proven). Definitions were …


Availability And Utilization Of Endoscopic Retrograde Cholangiopancreatography At Children's Hospitals., Sagar J. Pathak, Thomas M. Attard, Matthew Hall, Mustafa Arain, Melvin B. Heyman, Emily R. Perito May 2024

Availability And Utilization Of Endoscopic Retrograde Cholangiopancreatography At Children's Hospitals., Sagar J. Pathak, Thomas M. Attard, Matthew Hall, Mustafa Arain, Melvin B. Heyman, Emily R. Perito

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: No study has explored whether availability of endoscopic retrograde cholangiopancreatography (ERCP) is adequate and equitable across US children's hospitals. We hypothesized that ERCP availability and utilization differs by geography and patient factors.

METHODS: Healthcare encounter data from 2009 to 2019 on children with pancreatic and biliary diseases from the Pediatric Health Information System were analyzed. ERCP availability was defined as treatment at a hospital that performed pediatric ERCP during the year of service.

RESULTS: From 2009 to 2019, 37,946 children (88,420 encounters) had a potential pancreatic or biliary indication for ERCP; 7066 ERCPs were performed. The commonest pancreatic diagnoses …


Impact Of Water Combined Wet Ball Milling Extraction And Functional Evaluation Of Dietary Fiber From Papaya (Carica Papaya L), Guihun Jiang, Kashif Ameer, Karna Ramachandraiah, Xiaoyu Feng May 2024

Impact Of Water Combined Wet Ball Milling Extraction And Functional Evaluation Of Dietary Fiber From Papaya (Carica Papaya L), Guihun Jiang, Kashif Ameer, Karna Ramachandraiah, Xiaoyu Feng

School of Medicine Faculty Publications

This study evaluates the structural, physicochemical, functional and rheological properties of papaya dietary fibers (DFs) extracted by alkaline, water and combination of water/wet ball milling. The particle size of DF subjected to water/wet ball milling (WB-DF) was considerably reduced compared to DF extracted by water (W-DF) or alkaline (AL-DF) methods. WB-DF in comparison AL-DF increased the water holding capacity (WHC) by 4.1 folds, oil holding capacity (OHC) by 1.7 folds and water swelling capacity (WSC) by 2.6 folds. WB-DF also improved the cholesterol adsorption capacity (CAC), glucose adsorption (GAC), nitrite-ion adsorption capacity (NIAC) and antioxidant activity. The FT-IR spectra displayed …


Proliferative Verrucous Leukoplakia Progressing To Squamous Cell Carcinoma: A Case Report, Magdalena Orlowska Dds, Felipe Nör Dds, Ms, Phd, Robert Eber Dds, Ms, Stephanie Munz Dds, David Tindle Dds, Ms May 2024

Proliferative Verrucous Leukoplakia Progressing To Squamous Cell Carcinoma: A Case Report, Magdalena Orlowska Dds, Felipe Nör Dds, Ms, Phd, Robert Eber Dds, Ms, Stephanie Munz Dds, David Tindle Dds, Ms

The Journal of the Michigan Dental Association

Proliferative verrucous leukoplakia (PVL) is an uncommon type of oral leukoplakia characterized by white patches featuring verrucoid areas. It is a condition of idiopathic origin, displaying a strong tendency to transform into squamous cell carcinoma, verrucous carcinoma, or the newly described particulate carcinoma. PVL is more commonly found in elderly women who have had leukoplakic lesions for many years. Although PVL may be found virtually anywhere in the oral cavity, the buccal mucosa, gingiva, and tongue are the most common sites. In this case, we describe a lesion of this nature found in an elderly male patient. PVL is difficult …


Non-Vacuous Generalization Bounds For Adversarial Risk In Stochastic Neural Networks, Mustafa Waleed, Liznerski Philipp, Antoine Ledent, Wagner Dennis, Wang Puyu, Kloft Marius May 2024

Non-Vacuous Generalization Bounds For Adversarial Risk In Stochastic Neural Networks, Mustafa Waleed, Liznerski Philipp, Antoine Ledent, Wagner Dennis, Wang Puyu, Kloft Marius

Research Collection School Of Computing and Information Systems

Adversarial examples are manipulated samples used to deceive machine learning models, posing a serious threat in safety-critical applications. Existing safety certificates for machine learning models are limited to individual input examples, failing to capture generalization to unseen data. To address this limitation, we propose novel generalization bounds based on the PAC-Bayesian and randomized smoothing frameworks, providing certificates that predict the model’s performance and robustness on unseen test samples based solely on the training data. We present an effective procedure to train and compute the first non-vacuous generalization bounds for neural networks in adversarial settings. Experimental results on the widely recognized …


Enabling Roll-Up And Drill-Down Operations In News Exploration With Knowledge Graphs For Due Diligence And Risk Management, Sha Wang, Yuchen Li, Hanhua Xiao, Zhifeng Bao, Yanfei Dong May 2024

Enabling Roll-Up And Drill-Down Operations In News Exploration With Knowledge Graphs For Due Diligence And Risk Management, Sha Wang, Yuchen Li, Hanhua Xiao, Zhifeng Bao, Yanfei Dong

Research Collection School Of Computing and Information Systems

Efficient news exploration is crucial in real-world applications, particularly within the financial sector, where numerous control and risk assessment tasks rely on the analysis of public news reports. The current processes in this domain predominantly rely on manual efforts, often involving keyword-based searches and the compilation of extensive keyword lists. In this paper, we introduce NCEXPLORER, a framework designed with OLAP-like operations to enhance the news exploration experience. NCEXPLORER empowers users to use roll-up operations for a broader content overview and drill-down operations for detailed insights. These operations are achieved through integration with external knowledge graphs (KGs), encompassing both fact-based …


Attribute-Hiding Fuzzy Encryption For Privacy-Preserving Data Evaluation, Zhenhua Chen, Luqi Huang, Guomin Yang, Willy Susilo, Xingbing Fu, Xingxing Jia May 2024

Attribute-Hiding Fuzzy Encryption For Privacy-Preserving Data Evaluation, Zhenhua Chen, Luqi Huang, Guomin Yang, Willy Susilo, Xingbing Fu, Xingxing Jia

Research Collection School Of Computing and Information Systems

Privacy-preserving data evaluation is one of the prominent research topics in the big data era. In many data evaluation applications that involve sensitive information, such as the medical records of patients in a medical system, protecting data privacy during the data evaluation process has become an essential requirement. Aiming at solving this problem, numerous fuzzy encryption systems for different similarity metrics have been proposed in literature. Unfortunately, the existing fuzzy encryption systems either fail to achieve attribute-hiding or achieve it, but are impractical. In this paper, we propose a new fuzzy encryption scheme for privacy-preserving data evaluation based on overlap …


Lecture-Style Tutorial: Towards Graph Foundation Models, Chuan Shi, Cheng Yang, Yuan Fang, Lichao Sun, Philip Yu May 2024

Lecture-Style Tutorial: Towards Graph Foundation Models, Chuan Shi, Cheng Yang, Yuan Fang, Lichao Sun, Philip Yu

Research Collection School Of Computing and Information Systems

Emerging as fundamental building blocks for diverse artificial intelligence applications, foundation models have achieved notable success across natural language processing and many other domains. Concurrently, graph machine learning has gradually evolved from shallow methods to deep models to leverage the abundant graph-structured data that constitute an important pillar in the data ecosystem for artificial intelligence. Naturally, the emergence and homogenization capabilities of foundation models have piqued the interest of graph machine learning researchers. This has sparked discussions about developing a next-generation graph learning paradigm, one that is pre-trained on broad graph data and can be adapted to a wide range …