activity
20232026
most citedPersonalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development

9 citations · 29 across the 10 of their papers we have counts for

collaborators

11 papers

cs.CR2026

Federated Cybersecurity Testbed as a Service (FCTaaS): A framework to federate cybersecurity testbeds

Josh Dean, Yu-Zheng Lin, John Paul Martin Encinas +9

Rapid technological change is reshaping society through emerging domains such as autonomous vehicles and smart manufacturing, creating new research challenges in system design, ope…

cs.MA2026

Exploring Silicon-Based Societies: An Early Study of the Moltbook Agent Community

Yu-Zheng Lin, Bono Po-Jen Shih, Hsuan-Ying Alessandra Chien +6

The rapid emergence of autonomous large language model agents has given rise to persistent, large-scale agent ecosystems whose collective behavior cannot be adequately understood t…

cs.CL2026

LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight

Yu-Zheng Lin, Bono Po-Jen Shih, John Paul Martin Encinas +7

Emotional coordination is a core property of human interaction that shapes how relational meaning is constructed in real time. While text-based affect inference has become increasi…

cs.CY2025

Integrating Generative AI into Cybersecurity Education: A Study of OCR and Multimodal LLM-assisted Instruction

Karan Patel, Yu-Zheng Lin, Gaurangi Raul +6

This full paper describes an LLM-assisted instruction integrated with a virtual cybersecurity lab platform. The digital transformation of Fourth Industrial Revolution (4IR) systems…

cs.CR2025

LLM-HyPZ: Hardware Vulnerability Discovery using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement

Yu-Zheng Lin, Sujan Ghimire, Abhiram Nandimandalam +8

The rapid growth of hardware vulnerabilities has created an urgent need for systematic and scalable analysis methods. Unlike software flaws, which are often patchable post-deployme…

cs.CY2025

RAG-PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework with Adaptive Retrieval-Augmented Tutoring

Gaurangi Raul, Yu-Zheng Lin, Karan Patel +6

The rapid digital transformation of Fourth Industrial Revolution (4IR) systems is reshaping workforce needs, widening skill gaps, especially for older workers. With growing emphasi…

cs.CY2025★ 9 cited

Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development

Yu-Zheng Lin, Karan Petal, Ahmed H Alhamadah +6

The Fourth Industrial Revolution (4IR) technologies, such as cloud computing, machine learning, and AI, have improved productivity but introduced challenges in workforce training a…

cs.LG2025

DDD-GenDT: Dynamic Data-driven Generative Digital Twin Framework

Yu-Zheng Lin, Qinxuan Shi, Zhanglong Yang +5

Digital twin (DT) technology enables real-time simulation, prediction, and optimization of physical systems, but practical deployment faces challenges from high data requirements,…

cs.CY2024★ 3 cited

PRISM: A Personalized, Rapid, and Immersive Skill Mastery framework for personalizing experiential learning through Generative AI

Yu-Zheng Lin, Karan Patel, Ahmed Hussain J Alhamadah +7

The rise of generative AI (gen-AI) is transforming industries, particularly in education and workforce training. This chapter introduces PRISM (Personalized, Rapid, and Immersive S…

cs.CV2024★ 9 cited

Photogrammetry for Digital Twinning Industry 4.0 (I4) Systems

Ahmed Alhamadah, Muntasir Mamun, Henry Harms +5

The onset of Industry 4.0 is rapidly transforming the manufacturing world through the integration of cloud computing, machine learning (ML), artificial intelligence (AI), and unive…

cs.CR2023★ 8 cited

HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion

Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury +11

The escalating complexity of modern computing frameworks has resulted in a surge in the cybersecurity vulnerabilities reported to the National Vulnerability Database (NVD) by pract…