CMLAI.netChun-Ming LaiChun-Ming Lai Email
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PROFILE

Chun-Ming Lai賴俊鳴

Associate Professor, Department of Computer Science, Tunghai University

I teach in the Department of Computer Science at Tunghai University, lead the Secure Social Computing Laboratory, and contribute to international exchange and collaboration.

My research focuses on social media security, data mining, and AI applications. I also enjoy bringing these topics into the classroom, professional training, and everyday conversations.

Ph.D. in Computer Science, UC Davis (2019) · B.S. in Computer Science, National Taiwan University (2011)

About me Google Scholar ↗KnowInfo on YouTube ↗
Chun-Ming Lai wearing a shirt, photographed in a hallway
Chun-Ming LaiTunghai faculty profile ↗
Secure Social Computing LaboratoryComputer Science · Tunghai UniversityRead more

01 / ABOUT

About me

I am interested in how information spreads on social platforms, suspicious accounts, and user behavior, as well as how research can address practical problems in industry. Alongside research and teaching, I contribute to IT education through industry partnerships and public courses.

03

YouTube & Podcast

On KnowInfo, I discuss education, studying abroad, and career choices.

Watch KnowInfo ↗

Current roles

  • Department of Computer Science, Tunghai UniversityAssociate Professor · Since February 2024
  • Office of International Relations, Tunghai UniversityDeputy Chief International Officer & Head of International Cooperation · Since February 2026
  • Secure Social Computing LaboratorySocial media security, data mining, and applied AI

Education

  • University of California, DavisPh.D. in Computer Science · 2019
  • University of California, DavisM.S. in Computer Science · 2017
  • National Taiwan UniversityB.S. in Computer Science · 2011
Other professional roles & experience
  • Director, Education and Research Center, Taiwan E-Transformation Cybersecurity Analysis and Management Association (since February 2025)
  • Board member, International Information Security Talent Development and Promotion Association (2026–2029)
  • Visiting Scholar, ICTU, Vietnam (2024, 2025)
  • Consultant, National Institute of Cyber Security (June 2022–June 2023)
  • Deputy Secretary General, Chinese Cryptology and Information Security Association (September 2021–June 2024)
  • Completed law credit programs at Tunghai University and Chinese Culture University (2025–2026)
Official Tunghai faculty profile
Credentials & continuing educationMaster’s thesis supervisionContact

02 / TALKS & TRAINING

Talks & professional training

I contribute to training for government agencies, civil servants, and industry professionals, and share perspectives on AI, cybersecurity, and data applications with universities, healthcare institutions, and professional communities.

Administration for Cyber Security, Ministry of Digital Affairs

Cybersecurity Crises and Risk Trends

Professional cybersecurity training · Commissioned course

December 18 & 26, 2024View past activities
Central Taiwan Training Center, National Academy of Civil Service

Information Security & Practical AI

Basic training for civil servants

2023–2026 · Teaching recordView past activities
Training Center, National Fire Agency, Ministry of the Interior

Practical AI

Police officer promotion training

August 11, 2026View past activities
Industry Talent Investment Program, Ministry of Labor

Practical Cybersecurity and AI

Government-subsidized training · Co-taught

2026.07–08Course announcement

Talks, conferences & travels

2008–2026

101 cities / areas · 24 countries / regions

Natural Earth

Thai Nguyen, Vietnam

Vietnam
  • Talks & teaching
    Discrete Math

    Thai Nguyen University of Information and Communication Technology

    Teaching details ↗
  • Talks & teaching
    Data Structure and Social Media Security

    Thai Nguyen University of Information and Communication Technology

    Teaching details ↗

Past talks & training

From 2017 · Browse by year

Public activities, teaching engagements, and invitations, organized by year. Select a year to see the individual events.

2026Taichung Health Bureau, Changhua Environmental Protection Bureau, National Fire Agency Training Center and others

  • Health Bureau, Taichung City Government

    Cybersecurity Crises and Risk Trends

    AI Applications and AI Security

    Invitation record

  • Environmental Protection Bureau, Changhua County

    AI Training

    Invited training instructor

    Invitation record

  • Training Center, National Fire Agency, Ministry of the Interior

    Practical AI

    Police officer promotion training · Two classes

    Invitation record

  • Industry Talent Investment Program, Ministry of Labor

    Practical Cybersecurity and AI

    Government-subsidized training · Co-taught

    Event information

  • Industry Talent Investment Program, Ministry of Labor

    Practical Cybersecurity and AI

    Government-subsidized training · Co-taught

    Event information

  • Industry Talent Investment Program, Ministry of Labor

    Practical Cybersecurity and AI

    Government-subsidized training · Co-taught

    Event information

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for Level 3 local government and offshore island special examinations

    Invitation record

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for Level 3 local government and offshore island special examinations

    Invitation record

  • Taiwan E-Transformation Cybersecurity Analysis and Management Association

    Understanding Cybersecurity: AI Tools, Legal Requirements, and Defensive Thinking

    Cybersecurity Forensics Training — Series I: Introductory Course

    Event information

  • Central Taiwan Training Center, National Academy of Civil Service

    Practical AI

    Basic training for the Junior Civil Service Examination · Two classes

    Invitation record
2025National Academy of Civil Service Central Taiwan Training Center, JUST AI R&D Center, Ministry of Labor training programs, and others

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for the Senior Civil Service Examination, Level 3 · Two classes

    Invitation record

  • JUST AI R&D Center, Jinwen University of Science and Technology

    Invited talk

    World Perspectives and Understanding China Symposium

    Event information

  • Central Taiwan Training Center, National Academy of Civil Service

    Practical AI

    Basic training for Level 3 special examinations for persons with disabilities and veterans · Two classes

    Invitation record

  • Industry Talent Investment Program, Ministry of Labor

    Practical Applications of AI and Cybersecurity in Industry

    Government-subsidized training · Course period

    Invitation record

  • JUST AI R&D Center, Jinwen University of Science and Technology

    Data Analysis and Decision-Making in the AI Era

    Invited presentation and discussion

    Invitation record

  • National University of Tainan

    Invited talk

    Invited lecture

  • National Cheng Kung University Hospital

    Introduction to Cybersecurity

    Hospital staff training

  • Thai Nguyen University of Information and Communication Technology

    Discrete Math

    Overseas teaching

    Event information

  • Ministry of Education MOOC Platform

    Generative AI Tools and AI Image Generation

    Open online course · Co-taught

    Event information
2024Administration for Cyber Security, National Academy of Civil Service Central Taiwan Training Center, National Defense University, and others

  • Administration for Cyber Security, Ministry of Digital Affairs

    Cybersecurity Crises and Risk Trends

    Professional cybersecurity training

    Invitation record

  • Administration for Cyber Security, Ministry of Digital Affairs

    Cybersecurity Crises and Risk Trends

    Professional cybersecurity training

    Invitation record

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for the Senior Civil Service Examination, Level 3 · Two classes

    Invitation record

  • Chung Cheng Institute of Technology, National Defense University

    Information and Electronic Superiority Forum

    33rd National Defense Science and Technology Conference · Forum speaker

    Event information

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for Level 3 local government special examinations · Two classes

    Invitation record

  • Taichung Training Center, Chunghwa Telecom Training Institute

    Introduction to Information Security

    Basic training for Level 5 local government special examinations

    Invitation record

  • National Taichung University of Education

    Introduction to Information Security

    Basic training for the Elementary Civil Service Examination

    Invitation record

  • Central Taiwan Training Center, National Academy of Civil Service

    Introduction to Information Security

    Basic training for the Junior Civil Service Examination · Two classes

    Invitation record

  • Thai Nguyen University of Information and Communication Technology

    Data Structure and Social Media Security

    Overseas teaching

    Event information

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for the Senior Civil Service Examination, Level 3 · Two classes

    Invitation record

  • Central Taiwan Training Center, National Academy of Civil Service

    Introduction to Information Security

    Basic training for the Junior Civil Service Examination · Two classes

    Invitation record
2023National Academy of Civil Service Central Taiwan Training Center, National Chung Cheng University, National Taipei University of Technology, and others

  • Central Taiwan Training Center, National Academy of Civil Service

    Information Security

    Basic training for the Senior Civil Service Examination, Level 3 · Two classes

    Invitation record

  • Graduate Institute of Advanced Manufacturing Systems, National Chung Cheng University

    Invited talk

    Guest lecture delivered in English

  • National Taipei University of Technology

    Seminar Discussion

    Invited seminar presentation

    Invitation record

  • National Taichung University of Education

    Information Security

    Basic training for Level 3 local government special examinations

    Invitation record

  • Nan Kuang High School

    Invited talk

    Invited lecture

  • National Cheng Kung University Hospital

    Invited talk

    Hospital staff training

2022National Chung Hsing University, Tunghai University, Taichung Veterans General Hospital, and others

  • Department of Computer Science and Engineering, National Chung Hsing University

    What Social Media Data Can Teach Us

    Invited talk

  • Department of Industrial Engineering and Enterprise Information, Tunghai University

    Cybersecurity Regulations, Technologies, and Trends

    Invited talk

    Event information

  • Center for Geriatrics and Gerontology, Taichung Veterans General Hospital; Therapeutic Environment Management and Research Center, Tunghai University

    Applications of IoT and Social Media Data in Healthcare

    Symposium on Smart Care for Older Adults

    Event information

  • Department of Computer Science and Information Engineering, National Chung Cheng University

    When Online Computational Data Meets Offline Real World Events

    Invited talk

2021Feng Chia University and IORG

  • Department of Information Engineering and Computer Science, Feng Chia University

    When Online Computational Data Meets Offline Real World Events

    Graduate research seminar

    Event information

  • IORG

    Defending Against Information Manipulation through Scientific Research

    2021 Democracy Defense Forum: Research on Chinese Influence Operations in Taiwan · Panelist

    Event information
2020Feng Chia University

  • Feng Chia University

    Systematic AI and Cyber Security

    Invited talk for the hacking club

    Event information
2019National Yunlin University of Science and Technology and National Defense University

  • Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology

    Security Challenges in Online Social Media

    Invited talk

    Event information

  • Chung Cheng Institute of Technology, National Defense University

    Security Challenges in Online Social Media

    Invited talk

    Event information
2017National Taiwan Normal University

  • Department of Computer Science and Information Engineering, National Taiwan Normal University

    Attacking Strategies Analysis on Social Media

    Invited talk

    Invitation record
Other past short courses
  • Technical Service Center, National Information and Communication Security Taskforce, Executive YuanCybersecurity Competency Training
  • Youth Industry Skills Program, Ministry of LaborCloud computing course · Organized by Tunghai University
  • Aerospace Industrial Development CorporationAI Talent Development Program
  • Changhua Christian HospitalTalent Development Program
  • Taichung Municipal Wen-Hua Senior High SchoolCybersecurity Capture-the-Flag Training

Past short courses; organization names reflect the records at the time.

Upcoming talks & courses

Upcoming

  • Extension Education, Tunghai University

    Compliance Requirements under the Regulations on Classification of Cyber Security Responsibility Levels

    2026 continuing education for accounting supervisors at securities issuers, securities firms, and stock exchanges

    Event information

  • Industry Talent Investment Program, Ministry of Labor

    AI, Cloud, and Cybersecurity: Practical Digital Defense and Applications

    Government-subsidized training

    Event information

Dates and course arrangements are subject to the organizer’s latest announcement.

Invite me to speak or teach

AI applications, cybersecurity, cloud computing, and data. Please email the intended audience, topic, proposed date, and duration.

Discuss an invitation

03 / PUBLICATIONS

Publications

Google Scholar ORCID

JJournal articles19

J19

Certiguard: a fine-tuned LLM for mastering security certification exams

Chun-Ming Lai, Lien-Jung Chang, Chun-Chieh Chang, Yi-Chao Wu. International Journal of Information Security 25(5), 153. 2026.

Publication / record
J18

Texture-aware object detection and virtual coordinates positioning system by deep learning

Yi-Chao Wu, Yu-Jie Chen, Chun-Ming Lai. Journal of the Chinese Institute of Engineers. 2026.

Publication / record
J17

Business optimization of quantitative analytics for trade-off between cost and system availability in cloud logistics

Yi-Ju Chiang, Chun-Ming Lai, Fuu-Cheng Jiang. Journal of Cloud Computing 15, 108. 2026.

Publication / record
J16

MedViTNet: A Hybrid Deep Learning Framework for Accurate Classification of Ocular Diseases Using Medical Eye Images

Sufyan Danish, Muhammad Fayaz, Muhammad Ayyaz Akbar Khan, Asmat Noreen, Amirmohammad Montazeri, Chun-Ming Lai, Hyeonjoon Moon. Electronics 15(14), 3020. 2026.

Publication / record
J15

Exploring the impact of persona-based large language models on user experience in educational settings

Chia-Chi Wang, Feng-Chi Liu, Jingnan Xie, Chun-Ming Lai, Ching-Sheng Lin. Education and Information Technologies. 2026.

Publication / record
J14

FactualRAG: a RAG-Powered framework for LLM fact-checking via IFCN-Accredited sources

Lien-Jung Chang, Chun-Ming Lai. Journal of Intelligent Information Systems 64, 1687–1718. 2026.

Publication / record
J13

AegisGuard: A Context-Aware Framework for Semantic Vulnerability Detection and Risk Stratification

Pin-Chieh Huang, Ching-Hao Mao, Chun-Ming Lai. IEEE Access 14, 26538–26551. 2026.

Publication / record
J12

Leveraging Intra- and Inter-References in vulnerability detection using Multi-Agent collaboration based on LLMs

Chung-Nan Tsai, Jingnan Xie, Chun-Ming Lai, Ching-Sheng Lin. Cluster Computing 28(15), 1004. 2025.

Publication / record
J11

Tracking of Disinformation Sources: Examining Pages and URLs

Chun-Ming Lai, Yi-Hua Guo. IEEE Transactions on Computational Social Systems 11(5), 6242–6253. 2024.

Publication / record
J10

Increased intraoperative vein ligation in microsurgical varicocelectomy is associated with pain improvement

Wei-Chun Huang, Chi-Ping Huang, Chun-Ming Lai, Fang-Yu Ku, Hsu-Ning Hsu, Chao-Tung Yang, Yun-Yi Wang, Chun-Yo Laih. Medicine 102(38), e35170. 2023.

Publication / record
J9

Maintaining Secure Level on Symmetric Encryption under Quantum Attack

Hung-Jr Shiu, Chao-Tung Yang, Yun-Ru Tsai, Wei-Chung Lin, Chun-Ming Lai. Applied Sciences 13(11), 6734. 2023.

Publication / record
J8

An online and highly-scalable streaming platform for filtering trolls with transfer learning

Chun-Ming Lai, Ting-Wei Chang, Chao-Tung Yang. The Journal of Supercomputing 79(15), 16664–16687. 2023.

Publication / record
J7

QSOFA and SOFA scores are valuable tools for predicting postoperative sepsis resulting from ureteroscopic lithotripsy (URSL)

Chun-Yo Laih, Po-Jen Hsiao, Po-Fan Hsieh, Yu-De Wang, Chun-Ming Lai, Chao-Tung Yang, Chu-Hsing Lin, Chi-Ping Huang. Medicine 101(50), e31765. 2022.

Publication / record
J6

Do open data impact citizens’ behavior? Assessing face mask panic buying behaviors during the Covid-19 pandemic

Yuya Shibuya, Chun-Ming Lai, Andrea Hamm, Soichiro Takagi, Yoshihide Sekimoto. Scientific Reports 12, 17607. 2022.

Publication / record
J5

A Positive Fluid Balance in the First Week Was Associated With Increased Long-Term Mortality in Critically Ill Patients: A Retrospective Cohort Study

Tsai-Jung Wang, Kai-Chih Pai, Chun-Te Huang, Li-Ting Wong, Minn-Shyan Wang, Chun-Ming Lai, Cheng-Hsu Chen, Chieh-Liang Wu, Wen-Cheng Chao. Frontiers in Medicine 9, 727103. 2022.

Publication / record
J4

Fake News Classification Based on Content Level Features

Chun-Ming Lai, Mei-Hua Chen, Endah Kristiani, Vinod Kumar Verma, Chao-Tung Yang. Applied Sciences 12(3), 1116. 2022.

Publication / record
J3

Entropy-Based Time Window Features Extraction for Machine Learning to Predict Acute Kidney Injury in ICU

Chun-Te Huang, Rong-Ching Chang, Yi-Lu Tsai, Kai-Chih Pai, Tsai-Jung Wang, Chia-Tien Hsu, Cheng-Hsu Chen, Chien-Chung Huang, Min-Shian Wang, Lun-Chi Chen, Ruey-Kai Sheu, Chieh-Liang Wu, Chun-Ming Lai. Applied Sciences 11(14), 6364. 2021.

Publication / record
J2

Quantifiable Interactivity of Malicious URLs and the Social Media Ecosystem

Chun-Ming Lai, Hung-Jr Shiu, Jon Chapman. Electronics 9(12), 2020. 2020.

Publication / record
J1

A retroperitoneal cavernous hemangioma arising from the gonadal vein: A case report

Chun-Yo Laih, Po-Fan Hsieh, Guang-Heng Chen, Han Chang, Wei-Ching Lin, Chun-Ming Lai, Chao-Hsiang Chang. Medicine 99(38), e22325. 2020.

Publication / record

CInternational conferences23

C23

Analyzing the Relationship Between Generative AI Prompts and Personality Traits Using Natural Language Processing

Tsai-Chen Yang, Yun-Chen Yang, Chun-Ming Lai. International Conference on Intelligent Media and Sustainable Technology Management (IMSTM 2026). 2026.

Listed in author CV

C22

Action-Centric Vulnerability Remediation under Operational Constraints: Overlap-Aware Optimization with LLM-Assisted Calibration

Pin-Chieh Huang, Chun-Ming Lai. 5th International Workshop on Designing and Measuring Security in Systems with AI (DeMeSSAI), co-located with IEEE EuroS&P 2026. 2026.

Poster presentation

Publication / record
C21

The Great Recall : Temporal Stance Dynamics, Community Evolution, and the Emergence of Echo-Chamber-like Structures on YouTube in Taiwan

Lien-Jung Chang, Chun-Ming Lai, Hiu-Ching Hung. Italian Conference on Computational Social Science (CS2Italy 2026). 2026.

Accepted abstract; oral presentation listed

Publication / record
C20

OptiAstra: A Risk-Aware Framework for Automated Vulnerability Remediation through Patch Value Analysis and LLM-Guided Actions

Pin-Chieh Huang, Chun-Ming Lai. 12th International Conference on Information Systems Security and Privacy (ICISSP 2026), Abstracts Track. 2026.

Conference abstract; poster

Publication / record
C19

EduDungeon: A Gamified Approach to Information Security Awareness

Pin-Chieh Huang, Chun-Ming Lai, Hua-Sheng Tseng, Che-Yi Li. Security and Information Technologies with AI, Internet Computing and Big-data Applications: Proceedings of SITAIBA 2025, 159–171. 2026.

Published proceedings chapter

Conference 2025 · Published 2026

Publication / record
C18

Political Advertising in Taiwan’s 2024 Election: A Comparative Analysis of Audience Targeting and Issue Prioritization

Lien-Jung Chang, Chun-Ming Lai. 11th International Conference on Computational Social Science (IC2S2 2025). 2025.

Oral presentation

C17

FactualRAG: A RAG-Powered Open-Source Framework for LLM Fact-Checking via IFCN Search Engines

Lien-Jung Chang, Chun-Ming Lai. 11th International Conference on Computational Social Science (IC2S2 2025). 2025.

Poster presentation

C16

Russo-Ukrainian War on Facebook: A Temporal and Spatial Study Based on BERTopic modeling

Kai-Yi Tan, Chun-Ming Lai, Yin-Jie Foo, Yuya Shibuya. International Conference on Security and Information Technologies with AI, Internet Computing and Big-data Applications (SITAIBA 2023). 2023.

Oral presentation

Publication / record
C15

ONLINE SOCIAL COMMUNITY SUB-LOCATION CLASSIFICATION

Jiarui Wang, Xiaoyun Wang, Chun-Ming Lai, S. Felix Wu. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2023). 2023.

Conference contribution

Publication / record
C14

ONLINE SENTIMENT AND REACTIONS TO POSTS ON FACEBOOK: LEADING INDICATORS FOR STATE-LEVEL COVID-19 CONFIRMED CASES

Rong-Ching Chang, Chun-Ming Lai, Chu-Hsing Lin, Kai-Chih Pai. AI for Public Health Workshop at ICLR 2021. 2021.

Conference contribution

Publication / record
C13

Dataset of Propaganda Techniques of the State-Sponsored Information Operation of the People’s Republic of China

Rong-Ching Chang, Chun-Ming Lai, Kai-Lai Chang, Chu-Hsing Lin. Second International MIS2 Workshop: Misinformation and Misbehavior Mining on the Web, collocated with ACM KDD 2021. 2021.

Conference contribution

Publication / record
C12

Pandemic Response and Crisis Informatics: An Imperative for Public Health Messaging

Chun-Ming Lai, Yi-Chen Liu, Rong-Ching Chang, Jon W. Chapman, Chu-Hsing Lin. 2020 International Computer Symposium (ICS). 2020.

Conference contribution

Publication / record
C11

Novel Reversible Acoustic Steganography Based on Carrier Orthogonality

Hung-Jr Shiu, Fang-Yie Leu, Chun-Ming Lai, Yu-Chun Huang. Information Security Applications (WISA 2020), Lecture Notes in Computer Science 12583, 112–123. 2020.

Conference contribution

Publication / record
C10

China Medical University Hospital – Post Ureteral Lithotripsy Sepsis Evaluation Score (CMUH-PULSE score) is a brand new tool to precise predict postoperative sepsis rate resulting from ureteroscopic lithotripsy (URSL)

Laih C.Y., Lai C.M., Hsiao P.J., Huang C.P., Chen W.C., Chou C.L., Chang C.H.. 34th Annual EAU Congress (EAU19), Poster Tour PT256. 2019.

Conference abstract; poster

Publication / record
C9

Globalness Detection in Online Social Network

Yu-Cheng Lin, Chun-Ming Lai, S. Felix Wu, George A. Barnett. 2019 IEEE 13th International Conference on Semantic Computing (ICSC). 2019.

Conference contribution

Publication / record
C8

Multi-View Community Detection in Facebook Public Pages

Zhige Xin, Chun-Ming Lai, Jon W. Chapman, George Barnett, S. Felix Wu. New Trends in Computer Technologies and Applications (ICS 2018). 2019.

Published proceedings chapter

Conference 2018 · Published 2019

Publication / record
C7

Geo-location Identification of Facebook Pages

Yu-Cheng Lin, Chun-Ming Lai, Jon William Chapman, S. Felix Wu, George A. Barnett. 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). 2018.

Conference contribution

Publication / record
C6

Multiple Accounts Detection on Facebook Using Semi-Supervised Learning on Graphs

Xiaoyun Wang, Chun-Ming Lai, Yu-Cheng Lin, Cho-Jui Hsieh, S. Felix Wu, Hasan Cam. MILCOM 2018 – IEEE Military Communications Conference, Track 3: Cyber Security and Trusted Computing. 2018.

Conference contribution

Publication / record
C5

Profiling Facebook Public Page Graph

Yunfeng Hong, Yu-Cheng Lin, Chun-Ming Lai, S. Felix Wu, George Barnett. 2018 International Conference on Computing, Networking and Communications (ICNC). 2018.

Conference contribution

Publication / record
C4

Attacking Strategies and Temporal Analysis Involving Facebook Discussion Groups

Chun-Ming Lai, Xiaoyun Wang, Yunfeng Hong, Yu-Cheng Lin, S. Felix Wu, Patrick McDaniel, Hasan Cam. 13th International Conference on Network and Service Management (CNSM 2017), 1–9. 2017.

Published conference paper

Publication / record
C3

Defining and Detecting Environment Discrimination in Android Apps

Yunfeng Hong, Yongjian Hu, Chun-Ming Lai, S. Felix Wu, Iulian Neamtiu, Patrick McDaniel, Paul Yu, Hasan Cam, Gail-Joon Ahn. Security and Privacy in Communication Networks (SecureComm 2017). 2017.

Conference contribution

Publication / record
C2

Bandwagon Effect in Facebook Discussion Groups

Keith C. Wang, Chun-Ming Lai, Teng Wang, S. Felix Wu. Proceedings of the ASE BigData & SocialInformatics 2015 (ASE BD&SI '15). 2015.

Conference contribution

Publication / record
C1

Triaging Anomalies in Dynamic Graphs: Towards Reducing False Positives

Teng Wang, Chunsheng Victor Fang, Chun-Ming Lai, S. Felix Wu. 2015 IEEE International Conference on Smart City/SocialCom/SustainCom. 2015.

Conference contribution

Publication / record

DCDomestic publications9

DC9

Watercolor Mixing with a Robotic Arm and Computer Vision

陳建至, 賴俊鳴, 楊朝棟. TANET 2023. 2023.

Published

Publication / record
DC8

Tracking of Disinformation Sources Based on Online Social Media: Examining Pages and URLs with BFS Evolution

Yi-Hua Kuo, Chun-Ming Lai, Yu-Chen Dai, Hung-Yu Kao, Chao-Tung Yang. 第三十三屆全國資訊安全會議 (CISC 2023). 2023.

Published

Publication / record
DC7

Analysis of Consensus Algorithms for a Blockchain-Based Decentralized Social Platform

郭益華, 賴俊鳴. 第三十二屆全國資訊安全會議 (CISC 2022). 2022.

Published

Publication / record
DC6

An Algorithm for Extracting Narratives from Short Texts

藍若瑜, 蔡國裕, 賴俊鳴, 王銘宏. 第三十二屆全國資訊安全會議 (CISC 2022). 2022.

Published

Publication / record
DC5

Research on Suspicious Account Identification Using Anomaly Detection

陳彥翔, 賴俊鳴, 林祝興. 資訊安全通訊 28(4). 2022.

Published

Publication / record
DC4

Do You Trust Social Media? Who Decides What Online Information Says?

賴俊鳴. 清流雙月刊（法務部調查局）, 65–72. 2022.

Published

Publication / record
DC3

An Interactive Medical Data Extraction Tool for MIMIC-III Database: 28-Day Mortality Prediction for COPD Patients Admitted in ICU using XGBOOST

Frank Makowa, Chun-Ming Lai, Chun-Yo Laih, Pin-Kuei Fu, Chu-Hsing Lin. TANET 2021. 2021.

Published

Publication / record
DC2

Implementation and Application of LSTM for Political Party Stance Classification

江東諭, 胡創治, 賴俊鳴, 邱師儀, 楊朝棟. TANET 2021. 2021.

Published

Publication / record
DC1

Intelligent Assistance System for Medical Aids Based on an IoT Architecture

郭帛霖, 吳宗勳, 許子霆, 羅敦允, Chun-Ming Lai, Chao-Tung Yang. TANET 2021. 2021.

Published

Publication / record

PPatents3

P2

Acute Kidney Injury Predicting System and Method Thereof

Chieh-Liang Wu, Chun-Te Huang, Cheng-Hsu Chen, Tsai-Jung Wang, Kai-Chih Pai, Chun-Ming Lai, Min-Shian Wang, Ruey-Kai Sheu, Lun-Chi Chen, Yan-Nan Lin, Chien-Lun Liao, Ta-Chun Hung, Chien-Chung Huang, Chia-Tien Hsu, Shang-Feng Tsai. United States patent. 2024.

Granted US patent; original application publication retained

Original publication: US20230380742A1

Publication / record

04 / PROJECTS

Research projects

Through ongoing research and interdisciplinary collaboration, I explore practical questions in cybersecurity, trustworthy AI, and education.

National Science and Technology Council2024–2027

Multimodal Fact-Checking and Model Hallucinations

Combining large language models and containerization to study cross-national, multimodal fact-checking.

Principal InvestigatorProject information
Ministry of Education2025–2026

AI and Personalized Learning in Introductory Computer Science

Bringing large language models into introductory computer science to explore personalized learning in practice.

Principal InvestigatorProject information
National Science and Technology Council2025–2026

Security and Resilience of Low-Earth-Orbit Satellite Communications

Contributing to research on communication system security, anomalous behavior, and disinformation detection.

Co-Principal Investigator
Ministry of Science and Technology2021–2022

Social Media Security and Information Diffusion

Studying social media security through geolocation data and graph-based diffusion models.

Principal InvestigatorProject information
Research & teaching practice

05 / TEACHING

Courses & teaching

From computing foundations to AI, cloud computing, and cybersecurity, I connect learning with practical problems through courses, hands-on work, and talks.

TEACHING PRACTICE

Exploring how large language models can support
personalized learning in introductory computer science.

Teaching practice research
AI & DATA

AI & data

These include selected courses from past semesters. For current offerings, consult the Tunghai course catalog .

Teaching & mentoring achievements

2024

College of Engineering, Tunghai University
Distinguished Teaching Award

2024–2025 academic year

Tunghai University
University Outstanding Mentor Award

30th InnoServe Awards

Supervised team awarded
Third place, AI Tools Applications

06 / MASTER’S THESES

Master’s thesis supervision

Research grows through questions, experiments and collaboration. Explore theses, related publications and publicly recorded alumni destinations below.

Tunghai supervision records M = Master’s thesis · stable identifiers

2026

2025

2024

2022

Years are graduation years. Alumni destinations reflect previously published records and may not be current. Original thesis records take precedence over translated titles.

07 / INTERNATIONAL EXCHANGE

International exchange & academic service

I contribute to international exchange and collaboration at Tunghai, with an interest in how students explore different learning environments and develop cross-cultural experience.

Office of International Relations, Tunghai University · Deputy Chief International Officer & Head of International CooperationUniversity news
Academic service

Journal and conference reviewing, academic events, and student research supervision.

08 / YOUTUBE & PODCAST

Know info

From university and graduate studies to career choices,
I share observations from education, with an eye on AI and cybersecurity.

Watch on YouTube, or listen as a podcast.

Watch on YouTube

Listen as a podcast

Spotify Apple Podcasts SoundOn

09 / CREDENTIALS & LEARNING

Credentials & continuing education

Cybersecurity, AI, and cloud computing extend my professional work. Learning across disciplines also offers new ways to approach problems.

Professional credential · iPAS

Information Security Engineer

Intermediate-level competency certification

Valid through July 30, 2028
Professional credential · iPAS

AI Application Planner

AI applications and planning

Professional training · 2024

ISO/IEC 27001:2022

Information Security Management Systems Lead Auditor Course

Completed the course and passed the examination
Certification history · 2019

AWS Solutions Architect

Associate · Cloud architecture

Previously earned · Documented validity through 2022
Certification history · 2019

AWS Cloud Practitioner

Cloud fundamentals and services

Previously earned · Documented validity through 2022
Educational outreach · 2020

AWS Educate

Cloud Ambassador

Participation in cloud education outreach
More credentials & interdisciplinary learning
  • Microsoft Azure Fundamentals（AZ-900）
  • Microsoft Azure AI Fundamentals（AI-900）
  • Google Ads
  • WSET Level 2 Award in Wines and Spirits
  • Tour leader and tour guide licenses for Chinese and foreign-language tours
  • Law credit courses: civil law, criminal law, procedural law, administrative law, commercial law, and related subjects

GET IN TOUCH

Let’s connect.

For research collaborations, courses, and speaking invitations,
please get in touch by email.

Academic & university matterscmlai@go.thu.edu.tw ↗Speaking invitations · Professional training · General inquiriescmlaih@gmail.com ↗