publications | Yu-Zheng Lin

2026

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, and 7 more authors

arXiv preprint arXiv:2601.03645, 2026

2025

Autonomous Vehicle Security: Hybrid Threat Modeling Approach

Amal Yousseef, Yu-Zheng Lin, Shalaka Satam, and 5 more authors

IEEE Open Journal of Vehicular Technology, 2025

@article{yousseef2025autonomous,
  title = {Autonomous Vehicle Security: Hybrid Threat Modeling Approach},
  author = {Yousseef, Amal and Lin, Yu-Zheng and Satam, Shalaka and Latibari, Banafsheh Saber and Pacheco, Jesus and Salehi, Soheil and Hariri, Salim and Satam, Pratik},
  journal = {IEEE Open Journal of Vehicular Technology},
  year = {2025},
  publisher = {IEEE},
  doi = {10.1109/OJVT.2025.3580538},
}

HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion

Sujan Ghimire^*, Yu-Zheng Lin^*, Muntasir Mamun, and 10 more authors

ACM Transactions on Design Automation of Electronic Systems, 2025

*Authors contributed equally to this research.

DOI Bib

@article{10.1145/3737459,
  author = {Ghimire, Sujan and Lin, Yu-Zheng and Mamun, Muntasir and Chowdhury, Muhtasim Alam and Alemi, Farhad and Cai, Shuyu and Guo, Jinduo and Zhu, Mingyu and Li, Honghui and Saber Latibari, Banafsheh and Rafatirad, Setareh and Satam, Pratik and Salehi, Soheil},
  title = {HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion},
  year = {2025},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  issn = {1084-4309},
  url = {https://doi.org/10.1145/3737459},
  doi = {10.1145/3737459},
  journal = {ACM Transactions on Design Automation of Electronic Systems},
  note = {*Authors contributed equally to this research.},
}

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, and 6 more authors

arXiv preprint arXiv:2502.14080, 2025

Accepted by ASEE Annual Conference 2025

DOI Bib

@article{lin2025personalized,
  title = {Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development},
  author = {Lin, Yu-Zheng and Petal, Karan and Alhamadah, Ahmed H and Ghimire, Sujan and Redondo, Matthew William and Corona, David Rafael Vidal and Pacheco, Jesus and Salehi, Soheil and Satam, Pratik},
  journal = {arXiv preprint arXiv:2502.14080},
  doi = {10.48550/arXiv.2502.14080},
  note = {Accepted by ASEE Annual Conference 2025},
  year = {2025},
}

AI/ML based detection and categorization of covert communication in ipv6 network

Mohammad Wali Ur Rahman, Yu-Zheng Lin, Carter Weeks, and 5 more authors

arXiv preprint arXiv:2501.10627, 2025

Accepted by Springer Cybersecurity Journal

DOI Bib

@article{rahman2025ai,
  title = {AI/ML based detection and categorization of covert communication in ipv6 network},
  author = {Rahman, Mohammad Wali Ur and Lin, Yu-Zheng and Weeks, Carter and Ruddell, David and Gabriellini, Jeff and Hayes, Bill and Hariri, Salim and Ziegler Jr, Edward V},
  journal = {arXiv preprint arXiv:2501.10627},
  doi = {10.48550/arXiv.2501.10627},
  note = {Accepted by Springer Cybersecurity Journal},
  year = {2025},
}

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, and 8 more authors

arXiv preprint arXiv:2509.00647, 2025

Accepted by IEEE International Conference on Data Mining (ICDM) 2025 Workshop - LLM4Sec

DOI Bib

@article{lin2025llm,
  title = {LLM-HyPZ: Hardware Vulnerability Discovery using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement},
  author = {Lin, Yu-Zheng and Ghimire, Sujan and Nandimandalam, Abhiram and Camacho, Jonah Michael and Tripathi, Unnati and Macwan, Rony and Shao, Sicong and Rafatirad, Setareh and Yasaei, Rozhin and Satam, Pratik and others},
  journal = {arXiv preprint arXiv:2509.00647},
  doi = {10.48550/arXiv.2509.00647},
  note = {Accepted by IEEE International Conference on Data Mining (ICDM) 2025 Workshop - LLM4Sec},
  year = {2025},
}

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

Gaurangi Raul, Yu-Zheng Lin, Karan Patel, and 6 more authors

arXiv preprint arXiv:2509.00646, 2025

Accepted by IEEE Frontiers in Education 2025

DOI Bib

@article{raul2025rag,
  title = {RAG-PRISM: A Personalized, Rapid, and Immersive Skill Mastery Framework with Adaptive Retrieval-Augmented Tutoring},
  author = {Raul, Gaurangi and Lin, Yu-Zheng and Patel, Karan and Shih, Bono Po-Jen and Redondo, Matthew W and Latibari, Banafsheh Saber and Pacheco, Jesus and Salehi, Soheil and Satam, Pratik},
  journal = {arXiv preprint arXiv:2509.00646},
  doi = {10.48550/arXiv.2509.00646},
  note = {Accepted by IEEE Frontiers in Education 2025},
  year = {2025},
}

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

Karan Patel, Yu-Zheng Lin, Gaurangi Raul, and 6 more authors

arXiv preprint arXiv:2509.02998, 2025

Accepted by IEEE Frontiers in Education 2025

DOI Bib

@article{patel2025integrating,
  title = {Integrating Generative AI into Cybersecurity Education: A Study of OCR and Multimodal LLM-assisted Instruction},
  author = {Patel, Karan and Lin, Yu-Zheng and Raul, Gaurangi and Shih, Bono Po-Jen and Redondo, Matthew W and Latibari, Banafsheh Saber and Pacheco, Jesus and Salehi, Soheil and Satam, Pratik},
  journal = {arXiv preprint arXiv:2509.02998},
  doi = {10.48550/arXiv.2509.02998},
  note = {Accepted by IEEE Frontiers in Education 2025},
  year = {2025},
}

2024

Photogrammetry for digital twinning industry 4.0 (i4) systems

Ahmed Alhamadah, Muntasir Mamun, Henry Harms, and 5 more authors

In 2024 IEEE/ACS 21st International Conference on Computer Systems and Applications (AICCSA), 2024

Bib

@inproceedings{alhamadah2024photogrammetry,
  title = {Photogrammetry for digital twinning industry 4.0 (i4) systems},
  author = {Alhamadah, Ahmed and Mamun, Muntasir and Harms, Henry and Redondo, Mathew and Lin, Yu-Zheng and Pacheco, Jesus and Salehi, Soheil and Satam, Pratik},
  booktitle = {2024 IEEE/ACS 21st International Conference on Computer Systems and Applications (AICCSA)},
  pages = {1--6},
  year = {2024},
  organization = {IEEE},
}

IEEE CNS’24

Explainable Autonomic Cybersecurity System for Smart Power Grid

Chengjun Zhang, Wenda Shao, Xianglong Wang, and 5 more authors

In 2024 IEEE Conference on Communications and Network Security (CNS), 2024

Bib

@inproceedings{zhang2024explainable,
  title = {Explainable Autonomic Cybersecurity System for Smart Power Grid},
  author = {Zhang, Chengjun and Shao, Wenda and Wang, Xianglong and Cao, Yinzhi and Alhamadah, Ahmed Hussain J and Lin, Yu-Zheng and Satam, Pratik and Watkins, Lanier},
  booktitle = {2024 IEEE Conference on Communications and Network Security (CNS)},
  pages = {1--6},
  year = {2024},
  organization = {IEEE}
}

Interactive Framework for Cybersecurity Education and Future Workforce Development

Sujan Ghimire, Muhtasim Alam Chowdhury, Ryan Tsang, and 8 more authors

In 2024 IEEE Frontiers in Education Conference (FIE), 2024

Bib

@inproceedings{ghimire2024interactive,
  title = {Interactive Framework for Cybersecurity Education and Future Workforce Development},
  author = {Ghimire, Sujan and Chowdhury, Muhtasim Alam and Tsang, Ryan and Yarnell, Richard and Heckert, Emma and Carpenter, Jaeden and Lin, Yu-Zheng and Mamun, Muntasir and DeMara, Ronald F and Rafatirad, Setareh and others},
  booktitle = {2024 IEEE Frontiers in Education Conference (FIE)},
  pages = {1--7},
  year = {2024},
  organization = {IEEE},
}

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

Yu-Zheng Lin, Karan Patel, Ahmed Hussain J Alhamadach, and 7 more authors

arXiv preprint arXiv:2411.14433, 2024

Book Chapter, In Generative AI in Higher Education Assessment - Theory, Practice, and Ethical Implications, Springer. (Accepted and in press)

DOI Bib

@article{lin2024prism,
  title = {PRISM: A Personalized, Rapid, and Immersive Skill Mastery framework for personalizing experiential learning through Generative AI},
  author = {Lin, Yu-Zheng and Patel, Karan and Alhamadach, Ahmed Hussain J and Shih, Bono Po-Jen and Redondo, Matthew William and Corona, David Rafael Vidal and Latibari, Banafsheh Saber and Pacheco, Jesus and Salehi, Soheil and Satam, Pratik},
  year = {2024},
  journal = {arXiv preprint arXiv:2411.14433},
  doi = {10.48550/arXiv.2411.14433},
  note = {Book Chapter, In Generative AI in Higher Education Assessment - Theory, Practice, and Ethical Implications, Springer. (Accepted and in press)},
}

DDD-GenDT: Dynamic data-driven generative digital twin framework

Yu-Zheng Lin, Qinxuan Shi, Zhanglong Yang, and 5 more authors

arXiv preprint arXiv:2501.00051, 2024

Accepted by IEEE Transactions on Artificial Intelligence

DOI Bib

@article{lin2024ddd,
  title = {DDD-GenDT: Dynamic data-driven generative digital twin framework},
  author = {Lin, Yu-Zheng and Shi, Qinxuan and Yang, Zhanglong and Latibari, Banafsheh Saber and Satam, Shalaka and Shao, Sicong and Salehi, Soheil and Satam, Pratik},
  journal = {arXiv preprint arXiv:2501.00051},
  doi = {10.48550/arXiv.2501.00051},
  year = {2024},
  note = {Accepted by IEEE Transactions on Artificial Intelligence},
}

2023

DT4I4-secure: Digital twin framework for industry 4.0 systems security

Yu-Zheng Lin, Sicong Shao, Md Habibor Rahman, and 2 more authors

In 2023 IEEE 14th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), 2023

DOI Bib

@inproceedings{lin2023dt4i4,
  title = {DT4I4-secure: Digital twin framework for industry 4.0 systems security},
  author = {Lin, Yu-Zheng and Shao, Sicong and Rahman, Md Habibor and Shafae, Mohammed and Satam, Pratik},
  booktitle = {2023 IEEE 14th Annual Ubiquitous Computing, Electronics \& Mobile Communication Conference (UEMCON)},
  pages = {0200--0209},
  year = {2023},
  organization = {IEEE},
  doi = {10.1109/UEMCON59035.2023.10316090}
}

2020

Discussion and improvement of a blade-type XBPM with coupling suppression by compensating calibration coefficients

J-Y Chuang, Y-Z Lin, Y-M Hsiao, and 8 more authors

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2020

DOI Bib HTML

@article{chuang2020discussion,
  title = {Discussion and improvement of a blade-type XBPM with coupling suppression by compensating calibration coefficients},
  author = {Chuang, J-Y and Lin, Y-Z and Hsiao, Y-M and Liu, Y-C and Shu, D and Kuan, C-K and Wu, H and Sheng, I-C and Cheng, Y-T and Shueh, C and others},
  journal = {Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment},
  volume = {953},
  pages = {163174},
  year = {2020},
  publisher = {Elsevier},
  doi = {10.1016/j.nima.2020.163174},
}

Status of the TPS Vacuum Control System

Yi-Chen Yang, YZ Lin, JY Chuang, and 2 more authors

In 17th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS’19), New York, NY, USA, 05-11 October, 2020

Bib

@inproceedings{yang2020status,
  title = {Status of the TPS Vacuum Control System},
  author = {Yang, Yi-Chen and Lin, YZ and Chuang, JY and Chan, CK and Chang, CC},
  booktitle = {17th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS'19), New York, NY, USA, 05-11 October},
  pages = {1485--1487},
  year = {2020},
  organization = {JACOW Publishing, Geneva, Switzerland},
}

2019

Vacuum Control System for the Taiwan Photon Source

Yi-Chen Yang, JY Chuang, YM Hsiao, and 3 more authors

Proc. PCaPAC’18, 2019

Bib

@article{yang2019vacuum,
  title = {Vacuum Control System for the Taiwan Photon Source},
  author = {Yang, Yi-Chen and Chuang, JY and Hsiao, YM and Lin, YZ and Chan, CK and Chang, CC},
  journal = {Proc. PCaPAC'18},
  pages = {63--65},
  year = {2019},
}

2018

Development of a task-oriented chatbot application for monitoring Taiwan photon source front-end system

Yu-Zheng Lin, Jyun-Yan Chuang, I-Ching Sheng, and 5 more authors

In Proceedings of the 12th International Workshop on Emerging Technologies and Scientific Facilities Controls, PCaPAC, 2018

DOI Bib

@inproceedings{lin2018development,
  title = {Development of a task-oriented chatbot application for monitoring Taiwan photon source front-end system},
  author = {Lin, Yu-Zheng and Chuang, Jyun-Yan and Sheng, I-Ching and Cheng, Yu Tsun and Chang, Chin-Chun and Yang, Yi-Chen and Hsueh, Hsin-Pai and Huang, Chih-Hsien},
  booktitle = {Proceedings of the 12th International Workshop on Emerging Technologies and Scientific Facilities Controls, PCaPAC},
  doi = {10.18429/JACoW-PCAPAC2018-FRCA2},
  pages = {228--229},
  year = {2018},
}

Vibration Measurements in the TPS Vacuum System

Yi-Chen Yang, CC Liang, CS Chen, and 5 more authors

In 9th Int. Particle Accelerator Conf.(IPAC’18), Vancouver, BC, Canada, 2018

Bib

@inproceedings{yang2018vibration,
  title = {Vibration Measurements in the TPS Vacuum System},
  author = {Yang, Yi-Chen and Liang, CC and Chen, CS and Chung, JY and Chan, CK and Chang, CC and Hsiao, YM and Lin, Yu Zheng},
  booktitle = {9th Int. Particle Accelerator Conf.(IPAC'18), Vancouver, BC, Canada},
  pages = {3772--3774},
  year = {2018},
  organization = {JACOW Publishing, Geneva, Switzerland},
}

2017

The construction of coherence microscope for extreme ultraviolet mask defect inspection in synchrotron facility

Jyun-Yan Chuang, Yu-Zheng Lin, Wei-Cheng Chen, and 1 more author

In 2017 IEEE/SICE International Symposium on System Integration (SII), 2017

Bib

@inproceedings{chuang2017construction,
  title = {The construction of coherence microscope for extreme ultraviolet mask defect inspection in synchrotron facility},
  author = {Chuang, Jyun-Yan and Lin, Yu-Zheng and Chen, Wei-Cheng and Lin, Chang-Sheng},
  booktitle = {2017 IEEE/SICE International Symposium on System Integration (SII)},
  pages = {440--443},
  year = {2017},
  organization = {IEEE},
}

IPAC’17

Development and Construction of Safety and Control Systems for the TPS Front End Interlock

Jyun-Yan Chuang, CK Kuan, IC Sheng, and 5 more authors

In 8th Int. Particle Accelerator Conf.(IPAC’17), Copenhagen, Denmark, 2017

Bib

@inproceedings{chuang2017development,
  title = {Development and Construction of Safety and Control Systems for the TPS Front End Interlock},
  author = {Chuang, Jyun-Yan and Kuan, CK and Sheng, IC and Lin, YZ and Hsiao, YM and Yang, YC and Chan, CK and Lin, CS},
  booktitle = {8th Int. Particle Accelerator Conf.(IPAC'17), Copenhagen, Denmark},
  pages = {1947--1950},
  year = {2017},
  organization = {JACOW, Geneva, Switzerland}
}

Beam stability diagnostics with X-ray beam position monitor in the Taiwan Photon Source

Chih-Hsien Huang, PC Chiu, CY Wu, and 8 more authors

In Proceedings of the 6th International Beam Instrumentation Conference (IBIC’17), 2017

Bib

@inproceedings{huang2017beam,
  title = {Beam stability diagnostics with X-ray beam position monitor in the Taiwan Photon Source},
  author = {Huang, Chih-Hsien and Chiu, PC and Wu, CY and Lin, YZ and Hsiao, Yuan-Ming and Chuang, JY and Cheng, YS and Liao, CY and Kuan, CK and Hu, KH and others},
  booktitle = {Proceedings of the 6th International Beam Instrumentation Conference (IBIC’17)},
  pages = {217--220},
  year = {2017},
}

2016

Heliostat for Natural Light Illumination System

Yu-Zheng Lin, Yu-Ting Fu, Kai-Chun Chan, and 3 more authors

In Proceedings of the 2nd International Conference on Electrical Engineering and Computer Science, Taipei City, Taiwan, 2016

Bib HTML

@inproceedings{lin2016heliostat,
  title = {Heliostat for Natural Light Illumination System},
  author = {Lin, Yu-Zheng and Fu, Yu-Ting and Chan, Kai-Chun and Lin, Chia-Ming and Chen, Hhi-Chi and Whang, AJW},
  booktitle = {Proceedings of the 2nd International Conference on Electrical Engineering and Computer Science, Taipei City, Taiwan},
  pages = {28--29},
  year = {2016},
}