Projects per year
Personal profile
Research Expertise
Artificial Intelligence, Streaming Data Analysis, Cloud Computing, Smart Manufacturing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Cluster-based Privacy-Enhanced Hierarchical Federated Learning Framework with Secure Aggregation
Lin, C. Y., Han, C. H., Yin, W. C. & Kuo, T. T., 2024, 2024 International Conference on Computing, Networking and Communications, ICNC 2024. Institute of Electrical and Electronics Engineers Inc., p. 994-999 6 p. (2024 International Conference on Computing, Networking and Communications, ICNC 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An Implementation of Blockchain-based Federated Learning Framework
Hung, P. H., Wang, B. S., Chang, Y. W., Kuo, T. T., Wang, L. J. & Lin, C. Y., 2024, 11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024. Institute of Electrical and Electronics Engineers Inc., p. 165-166 2 p. (11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Applying Competition-Based Learning to Stimulate Students' Practical and Competitive AI Ability in a Machine Learning Curriculum
Chang, H. T. & Lin, C. Y., 1 Apr 2024, In: IEEE Transactions on Education. 67, 2, p. 256-265 10 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Dynamic and Static Features Extraction for Deepfake Detection
Teng, H. & Lin, C. Y., 2024, 11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024. Institute of Electrical and Electronics Engineers Inc., p. 123-124 2 p. (11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FedCLO: Federated Learning with Clustered Layer-wise Communication Load Optimization
Chang, T. H., Kuo, T. T., Wang, L. J. & Lin, C. Y., 2024, 2024 2nd International Conference on Federated Learning Technologies and Applications, FLTA 2024. Awaysheh, F. M., Alawadi, S., Alawadi, S., Carnevale, L., Lloret Mauri, J. & Alsmirat, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 101-108 8 p. (2024 2nd International Conference on Federated Learning Technologies and Applications, FLTA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review