秦慧馨 (Hui-Hsin Chin)

Email: huihsinchin@gmail.com | Lab: 僑光科技大學 8922 實驗室

學歷 Education

2013 - 2019
工業工程與管理系 博士 (Ph.D.)
國立交通大學

經歷 Work Experience

2025/02 - 至今
副教授
僑光科技大學 資訊科技系
2024/08 - 至今
圖書館副館長
2023/08 - 2024/07
圖書館館長
2019/08 - 2025/01
助理教授
僑光科技大學 資訊科技系

期刊論文 Journal Papers

Foundation Model Based Mobility Management for 6G Mobile Network
S.-Y. Lien, Y.-H. Huang, C.-C. Tseng, Y. Cao, H.-H. Chin,D. J. Deng*
IEEE Internet of Things Journal. (Accepted) (DOI: 10.1109/JIOT.2026.3675014)
Forensic Analysis of ChatGPT Residues in Windows Volatile Memory: Risks and Enterprise Security Implications
H.-C. Chu, W.-H. Chen, H.-Y. Hsu, H.-H. Chin*
Journal of Internet Technology (Accepted) (通訊作者)
Private 5G and AIoT in Intelligent Healthcare: A Case Study of EECP Therapy
Y.-T. Cheng, J.-E. Huang, H.-H. Chin*
Mobile Networks and Applications, vol. 30, pp. 586-596, January 2026.(通訊作者)
Development Status of 5G Private Networks in Taiwan: Law and Practice
H.-H. Chin*, H.-C. Lin, Y.-C. Cheng, C.-Y. Tsai
Wireless Networks, vol. 30, pp. 6833-6850, Nov. 2024. (第一作者) (通訊作者)
A one-stage memetic algorithm for jointly detecting hierarchical and overlapping community structures in dynamic social networks
C.-C. Lin, H.-H. Chin*, Z.-Y. A. Chen, and J.-C. Wu
Wireless Networks, vol. 30, pp. 6739-6759, Nov. 2024. (通訊作者)
5G Metaverse in Education
J.-E. Huang, L.-W. Chang, H.-H. Chin*
Mobile Networks and Applications, vol. 29, pp. 947-960, June 2024. (通訊作者)
Distributed Flexible Job Shop Scheduling through Deploying Fog and Edge Computing in Smart Factories Using Dual Deep Q Networks
C.-C. Lin, Y.-C. Peng, Z.-Y. A. Chen, Y.-H. Fan, H.-H. Chin*
Mobile Networks and Applications, vol. 29, pp. 886-904, June 2024. (通訊作者)
Dynamic energy-efficient surveillance routing in uncertain group-based industrial wireless sensor networks
C, C. Lin, H.-H. Chin*, W. X. Lin, and K. W. Lu
Wireless Networks, Vol. 28, Issue 6, pp. 2597-2608, May. 2022. (通訊作者)
Machine Learning Based Prediction and Modeling in Healthcare Secured Internet of Things
C.E. Aitzaouiat, A. Latif, A. Benslimane, H.-H. Chin*
Mobile Networks and Applications, Vol. 27, Issue 1, pp. 84-95, Feb. 2022. (通訊作者)
Multi-Objective Wireless Sensor Network Deployment Problem with Coopera-tive Distance-Based Sensing Coverage
S. C. Wang, Han C. W. Hsiao, C. C. Lin*, H.-H. Chin
Mobile Networks and Applications, Vol. 27, Issue 1, pp. 3-14, Feb. 2022.
Balancing Latency and Cost in Software-Defined Vehicular Networks Using Ge-netic Algorithm
C. C. Lin*, H.-H. Chin,W. B. Chen
Journal of Network and Computer Applications, Vol. 116, pp. 35-41, Aug. 2018.
Adaptive Router Node Placement with Gateway Positions and QoS Constraints in Dynamic Wireless Mesh Networks
C. C. Lin*, T. H. Chen, H.-H. Chin
Journal of Network and Computer Applications, vol. 74, pp.149-164, Oct. 2016.
Dynamic Multiservice Load Balancing in Cloud-based Multimedia System
C. C. Lin, H.-H. Chin,D. J. Deng*
IEEE Systems Journal, Vol. 8, No. 1, pp. 225-234, Mar. 2014.
E-BEB: Enhanced Binary Exponential Backoff Algorithm for Multi-hop Wireless Ad-hoc Networks
H.-H. Chin, C. C. Lin, and D. J. Deng*
Wireless Personal Communications, Vol. 76, No. 2, pp. 193-207, May 2014. (第一作者)

會議論文 Conference Papers

Vision-Based Customized Area Personnel Detection for Tea Plantation Manage-ment
R. Han, L. Shu, S. Wang, S. Zang,H.-H. Chin, D.-J. Deng
The 23rd IEEE International Conference on Industrial Informatics (IEEE INDIN 2025), Kunming, China, July 12-15, 2025.
Brief Analysis of False Data Injection Attacks Based on Two Data Modalities in IoTs-based SolarInsecticidal Lamps
Q. Su, L. Shu, Q. Zhao, X. Yang, Z. Jian, J. Fang,H.-H. Chin
The 22nd IEEE International Conference on Industrial Informatics (IEEE INDIN 2024), Beijing, China, August 17-20, 2024.
An Improved Meta Learning Approach for Optimizing Recipe Parameters for Semiconductor Process
Z.-Y. Chen, C.-C. Lin, K.-W. Lu,H.-H. Chin, D.-J. Deng
The 49th Annual Conference of the IEEE Industrial Electronics Society (IEEE IECON 2023), Singapore, October 16-19, 2023.
An AoI-Guaranteed Sensor Data Collection Strategy for RIS-assisted UAV Communication System
B. Yang, Y. Yu, J. Li, T. Xu, D.-J. Deng,H.-H. Chin,Y. Li
The 12th IEEE/CIC International Conference on Communications in China (IEEE ICCC 2023), Dalian, China, August 10-12, 2023.
5G Metaverse Campus Development: A Professional Skills Training System
J.-E. Huang,H.-H. Chin
Taiwan Academic Network and National Computer Symposium (TANET and NCS 2023), Taipei, Taiwan, November 1-3, 2023. (Best Paper Award)
Fuzzy Surveillance Routing in Group-based Industrial Wireless Sensor Networks
H.-H. Chin,W.-X. Lin, K.-W. Lu, C.-C. Lin
The 5th EAI International Conference on Smart Grid and Internet of Things (SGIoT 2021), Taichung, Taiwan, December 18-19, 2021. (Best Paper Award)

國科會計畫 Research Projects

計畫主持人 (PI)

5G專網於智慧醫療的應用:以EECP療程為例

國科會 NSTC • 2024/08 - 2026/07
計畫主持人 (PI)

模因演算法於動態社交網路中檢測分層與重疊社群架構之研究

國科會 NSTC • 2023/08 - 2024/07
計畫主持人 (PI)

Dynamic Energy-efficient Routing for stream video in Group-based Industrial Wireless Sensor Networks

國科會 NSTC • 2022/08 - 2023/07

產學合作計畫 Research Projects

計畫主持人 (PI)

建置職訓數位人才實作場域設計與規劃架構委託

委託單位:工業技術研究院

EA-GP-114-001 • 2025/11 - 2025/12
計畫主持人 (PI)

農作物（草莓）之 Line平台生成式AI辨識系統

委託單位:工業技術研究院

EA-GP-113-011 • 2025/02 - 2025/12
計畫主持人 (PI)

供應鏈風險預測與應對策略之研究計畫

委託單位:資訊工業策進會

EA-GP-113-007 • 2025/03 - 2025/11
計畫主持人 (PI)

整合5G元宇宙與生成式AI之指導系統開發

委託單位:工業技術研究院

EA-GP-112-009 • 2024/05 - 2024/11
計畫主持人 (PI)

5G專網於智慧化種植管理系統之應用研究

委託單位:工業技術研究院

EA-GP-112-008 • 2024/05 - 2024/12
計畫主持人 (PI)

供應鏈問題前瞻解決方法

委託單位:資訊工業策進會

EA-GP-112-007 • 2024/03 - 2024/11