Recent Works

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Sorted by most recent date added to the index first, which may not be the same as publication date order.

2025 journal article

Exploring Function Granularity for Serverless Machine Learning Application with GPU Sharing

ACM SIGMETRICS Performance Evaluation Review.

topics (OpenAlex): Cloud Computing and Resource Management; Data Stream Mining Techniques; IoT and Edge/Fog Computing
Source: ORCID
Added: July 1, 2025

2025 journal article

A Comprehensive Study of OOP-Related Bugs in C Compilers

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 51(6), 1762–1782.

co-author countries: China 🇨🇳 Singapore 🇸🇬
author keywords: Computer bugs; C plus plus languages; Testing; Taxonomy; Codes; Encapsulation; Sun; Standards; Optimization; Guidelines; C plus plus OOP features; compiler testing; taxonomy; empirical study
topics (OpenAlex): Advanced Malware Detection Techniques; Parallel Computing and Optimization Techniques; Software Testing and Debugging Techniques
Source: Web Of Science
Added: June 30, 2025

2025 journal article

Is Hyper-Parameter Optimization Different for Software Analytics?

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 51(6), 1629–1644.

By: R. Yedida n & T. Menzies n

author keywords: Artificial intelligence; Optimization; Standards; Prediction algorithms; Software; Codes; Training; Data mining; Surfaces; Software engineering; Software analytics; smoothness; hyper-parameter optimization
topics (OpenAlex): Software Engineering Research
Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 30, 2025

2025 article

Knowledge and Opportunities for Managing Plant-Parasitic Nematodes Using Decision Intelligence

Roberts, D. L., Gorny, A., Jones, D. S., Kudenov, M. W., Pratt, L., Malcolm, N., & Williams, C. (2025, June 18). PHYTOFRONTIERS.

By: D. Roberts n, A. Gorny n, D. Jones n, M. Kudenov n, L. Pratt, N. Malcolm, C. Williams n

author keywords: data science; decision; decision intelligence; modelling; nematodes
topics (OpenAlex): Statistical Methods and Applications; Technology Adoption and User Behaviour
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 30, 2025

2025 journal article

mmSkin: An Over-Gauze Wound Assessment System Using Radio Frequency Technologies

IEEE INTERNET OF THINGS JOURNAL, 12(13), 23773–23787.

By: X. Zhang*, Z. Li*, Y. Cheng*, C. Xu n, C. Huang*, E. Zhang*, Y. Zhan*, W. Bo*, J. Xia*, W. Xu*

author keywords: Wounds; Millimeter wave communication; Moisture; Skin; Imaging; Accuracy; Sensors; Indexes; Correlation; Training; Millimeter-wave (mmWave) sensor; over-gauze; wound assessment
topics (OpenAlex): Gait Recognition and Analysis; Fire Detection and Safety Systems; Biometric Identification and Security
Source: Web Of Science
Added: June 30, 2025

2025 journal article

mmHand: Toward Pixel-Level-Accuracy Hand Localization Using a Single Commodity mmWave Device

IEEE INTERNET OF THINGS JOURNAL, 12(12), 20800–20814.

co-author countries: China 🇨🇳
author keywords: Millimeter wave communication; Hands; Location awareness; Sensors; Antenna arrays; Feature extraction; Cameras; Point cloud compression; Internet of Things; Image sensors; mmWave sensor; hand localization; cross-modality
topics (OpenAlex): Gaze Tracking and Assistive Technology; Wireless Body Area Networks; Indoor and Outdoor Localization Technologies
Source: Web Of Science
Added: June 23, 2025

2025 journal article

Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security

IEEE WIRELESS COMMUNICATIONS, 32(3), 98–105.

By: Z. Zhang n, M. Fang*, D. Chen*, X. Yang* & Y. Liu n

author keywords: 6G mobile communication; Adaptive systems; Decision making; Real-time systems; Security; Reliability; Forecasting; Vehicle dynamics; Optimization; Digital twins; Artificial intelligence
topics (OpenAlex): Advanced Research in Systems and Signal Processing; Digital Transformation in Industry; Advanced Data Processing Techniques
Sources: Web Of Science, NC State University Libraries
Added: June 16, 2025

2025 article

T-Tex: Timed Threaded Execution for Real-time Security and Safety

PROCEEDINGS OF THE 16TH ANNUAL ACM/IEEE INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SYSTEMS, ICCPS 2025.

By: S. Mittal n & F. Mueller n

topics (OpenAlex): Real-Time Systems Scheduling; Parallel Computing and Optimization Techniques; Embedded Systems Design Techniques
Source: Web Of Science
Added: June 16, 2025

2025 article

Through-dressing Wound Monitoring Based on The mmWave Sensor

PROCEEDINGS OF THE 2025 THE 3RD INTERNATIONAL WORKSHOP ON HUMAN-CENTERED SENSING, MODELING, AND INTELLIGENT SYSTEMS, HUMANSYS 2025, pp. 41–46.

topics (OpenAlex): IoT-based Smart Home Systems; Fire Detection and Safety Systems; Food Supply Chain Traceability
Source: Web Of Science
Added: June 16, 2025

2025 article

Wireless Sensing of Gait for Neurodegenerative Disease Assessment: A Scoping Review

PROCEEDINGS OF THE 2025 THE 3RD INTERNATIONAL WORKSHOP ON HUMAN-CENTERED SENSING, MODELING, AND INTELLIGENT SYSTEMS, HUMANSYS 2025, pp. 58–63.

By: P. Wu*, Y. Dong*, C. Xu n, M. Geil*, M. Akintomide, X. Zhang*, Z. Xie*

author keywords: Sensing; Neurodegeneration; Dementia; Biomarker; Phenotyping
topics (OpenAlex): Context-Aware Activity Recognition Systems; Balance, Gait, and Falls Prevention; Gait Recognition and Analysis
Source: Web Of Science
Added: June 16, 2025

2025 article

AutoViT: Achieving Real-Time Vision Transformers on Mobile via Latency-aware Coarse-to-Fine Search

Kong, Z., Xu, D., Li, Z., Dong, P., Tang, H., Wang, Y., & Mukherjee, S. (2025, May 26). INTERNATIONAL JOURNAL OF COMPUTER VISION.

By: Z. Kong, D. Xu*, Z. Li, P. Dong, H. Tang, Y. Wang, S. Mukherjee

author keywords: Vision Transformer; Neural Architecture Search; Efficient Inference; Mobile
topics (OpenAlex): Advanced Neural Network Applications; Advanced Image and Video Retrieval Techniques; Video Surveillance and Tracking Methods
Source: Web Of Science
Added: June 4, 2025

2025 article

12th International Computational Advances in Bio and Medical Sciences (ICCABS 2023)

Bansal, M. S., Chen, W., Khudyakov, Y., Mandoiu, I. I., Moussa, M. R., Patterson, M., … Zelikovsky, A. (2025, May 16). JOURNAL OF COMPUTATIONAL BIOLOGY.

topics (OpenAlex): Genetics, Bioinformatics, and Biomedical Research; Health, Environment, Cognitive Aging
Source: Web Of Science
Added: May 27, 2025

2025 article

Applying Large Language Models to Enhance Dialogue and Communication Analysis for Adaptive Team Training

Spain, R., Min, W., Kumaran, V., Pande, J., Saville, J., & Lester, J. (2025, May 14). INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, Vol. 5.

author keywords: Natural language processing; Large language models; Team communication analysis; Dialogue act recognition
topics (OpenAlex): Speech and dialogue systems; Topic Modeling; Team Dynamics and Performance
Sources: Web Of Science, NC State University Libraries
Added: May 27, 2025

2025 journal article

If you cannot Measure it, you cannot Secure it. A Case Study on Metrics for Informed Choice of Security Controls

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 92.

author keywords: Security controls; Adversarial techniques; NIST SP800-53; ATT&CK; TTPs
topics (OpenAlex): Information and Cyber Security; Advanced Malware Detection Techniques; Network Security and Intrusion Detection
Source: Web Of Science
Added: May 27, 2025

2025 article

Measuring upper-elementary students' understanding of AI concepts - a Rasch model analysis

Chakraburty, S., Glazewski, K. D., Hmelo-Silver, C. E., Svetina Valdivia, D., Ottenbreit-Leftwich, A., Mott, B., & Lester, J. (2025, April 30). INFORMATION AND LEARNING SCIENCES.

By: S. Chakraburty, K. Glazewski*, C. Hmelo-Silver, D. Svetina Valdivia, A. Ottenbreit-Leftwich, B. Mott*, J. Lester*

author keywords: Learning progressions; AI education; Upper-elementary; Assessments; Rasch model
topics (OpenAlex): Teaching and Learning Programming; Online Learning and Analytics; Educational Games and Gamification
Source: Web Of Science
Added: May 27, 2025

2025 journal article

Low-Cost Low-Power Failure-Tunable Memory for Differential Privacy

IEEE Transactions on Circuits and Systems II: Express Briefs.

topics (OpenAlex): Ferroelectric and Negative Capacitance Devices; Advanced Memory and Neural Computing; Semiconductor materials and devices
Source: ORCID
Added: May 22, 2025

2025 journal article

<i>Trusting Code in the Wild</i>: Exploring Contributor Reputation Measures to Review Dependencies in the Rust Ecosystem

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 51(4), 1319–1333.

author keywords: Reviews; Software; Supply chains; Codes; Ecosystems; Security; Social networking (online); Particle measurements; Atmospheric measurements; Collaboration; Open source security; software developer network; software measurement; software supply chain security
topics (OpenAlex): Political Influence and Corporate Strategies
Source: Web Of Science
Added: May 6, 2025

2025 journal article

Digital Twins and Testbeds for Supporting AI Research with Autonomous Vehicle Networks

IEEE COMMUNICATIONS MAGAZINE, 63(4), 56–62.

author keywords: Wireless networks; Virtual environments; Trajectory; Digital twins; Artificial intelligence; Optimization; Next generation networking; Testing; Autonomous vehicles; Performance evaluation
topics (OpenAlex): Digital Transformation in Industry; IoT and Edge/Fog Computing
Sources: Web Of Science, NC State University Libraries
Added: May 6, 2025

2025 article

Real-time per-pixel predistortion for head-tracked light field displays

Wu, T., Jajoo, A., Choi, H.-J., & Watson, B. (2025, April 23). JOURNAL OF THE SOCIETY FOR INFORMATION DISPLAY.

co-author countries: Korea (Republic of) 🇰🇷
author keywords: eye-tracking; integral imaging; light-field display; real-time ray tracing
topics (OpenAlex): Advanced Optical Imaging Technologies; CCD and CMOS Imaging Sensors; Advanced Optical Sensing Technologies
Source: Web Of Science
Added: May 6, 2025

2025 journal article

gHyPart: GPU-friendly End-to-End Hypergraph Partitioner

ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 22(1).

co-author countries: Hong Kong 🇭🇰
author keywords: Hypergraph partitioning; GPU; parallelization strategies
topics (OpenAlex): VLSI and FPGA Design Techniques; Graph Theory and Algorithms; Interconnection Networks and Systems
Source: Web Of Science
Added: May 6, 2025

2025 journal article

Exploring Graph Neural Backdoors in Vehicular Networks: Fundamentals, Methodologies, Applications, and Future Perspectives

IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY, 6, 1051–1071.

co-author countries: China 🇨🇳 Hong Kong 🇭🇰
author keywords: Graph neural networks; Training; Vehicle dynamics; Surveys; Roads; Data models; Predictive models; Optimization; Vehicle-to-everything; Vehicular and wireless technologies; Adversarial learning; backdoor applications; backdoor attacks; backdoor defenses; deep network security; graph neural networks; vehicular networks
topics (OpenAlex): Brain Tumor Detection and Classification; Advanced Graph Neural Networks; Neural Networks and Applications
Sources: ORCID, Web Of Science, NC State University Libraries
Added: May 1, 2025

2025 journal article

Estimating sampling and laboratory capacity for a simulated African swine fever outbreak in the United States

PREVENTIVE VETERINARY MEDICINE, 239.

By: J. Galvis n, M. Satici n, A. Sykes n, . Kathleen C. O'Hara, L. Rochette*, D. Roberts n, G. Machado n

author keywords: Disease surveillance; Sampler; Pigs; Response plan; Outbreak management; Foreign animal disease
MeSH headings : Animals; African Swine Fever / epidemiology; African Swine Fever / virology; African Swine Fever / diagnosis; Swine; Disease Outbreaks / veterinary; United States / epidemiology; Laboratories / statistics & numerical data; African Swine Fever Virus / isolation & purification; Specimen Handling / veterinary
topics (OpenAlex): Animal Disease Management and Epidemiology; Vector-Borne Animal Diseases; Viral gastroenteritis research and epidemiology
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: April 28, 2025

2025 article

A Pedagogical Framework for Developing Abstraction Skills

2024 WORKING GROUP REPORTS ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE WGR 2024, pp. 258–299.

co-author countries: Switzerland 🇨🇭 United Kingdom of Great Britain and Northern Ireland 🇬🇧 Italy 🇮🇹 Netherlands 🇳🇱 Sweden 🇸🇪
author keywords: abstraction; pedagogy; CS1 to CS3; educational frameworks; computational thinking; algorithmic thinking; inferences; abstraction skills; cognitive models; recursion; pointers; data structures; concurrency; game theory
topics (OpenAlex): Teaching and Learning Programming; Educational Games and Gamification; Mobile Learning in Education
Source: Web Of Science
Added: April 21, 2025

2025 article

Collaborative Game-based Learning Analytics: Predicting Learning Outcomes from Game-based Collaborative Problem Solving Behaviors

FIFTEENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, LAK 2025, pp. 429–438.

By: H. Acosta n, D. Hong*, S. Lee n, W. Min n, B. Mott n, C. Hmelo-Silver*, J. Lester n

author keywords: Collaborative Game-Based Learning; Collaborative Problem Solving; Trace Log Analysis; Explainable Machine Learning
topics (OpenAlex): Educational Games and Gamification; Innovative Teaching and Learning Methods; Online Learning and Analytics
Sources: Web Of Science, NC State University Libraries
Added: April 21, 2025

2025 article

Platform-based Adaptive Experimental Research in Education Lessons Learned from The Digital Learning Challenge

FIFTEENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, LAK 2025, pp. 13–23.

co-author countries: Canada 🇨🇦 Italy 🇮🇹
author keywords: adaptive experiments; posterior sampling; experimentation platforms; educational technology; human-computer interaction
topics (OpenAlex): Scientific Computing and Data Management; Online Learning and Analytics; Innovative Teaching and Learning Methods
Sources: Web Of Science, NC State University Libraries
Added: April 21, 2025

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