Biography

Yi-Cheng Chen received his Ph.D degree in the Department of Computer Science at National Chiao Tung University (NCTU), Taiwan, in 2012. Currently, he is an associate professor and chair of the Department of Information Management at National Central University (NCU), Taiwan. Dr. Chen has been active in international academic activities, as conference organizer, journal editor/reviewer. He published some papers in several prestigious conferences, such as IEEE ICDE, IEEE ICDM and ACM CIKM, and prestigious journals, e.g., IEEE TKDE, IEEE ToC, ACM TOIT and ACM TIST. Dr. Chen also  received several conference awards, such as IEEE ICSC 2017, FC 2017, IEEE UMedia 2017/2019 and IEEE ICSSE 2019. His research interests include: machine learning, Industry 4.0, social network analysis, data mining and cloud computing. 

Fields of Specialty

👉 Machine Learning (🔥Hot!)

👉 Social Network Analysis

👉 Recommendation System

👉 Data Mining

👉 Big Data

👉 Information Retrival

👉 Cloud Computing

Publications

Journal Papers (26)

1. Yi-Cheng Chen, Yen-Liang Chen, Chia-Hsiang Hsu, "G-TransRec: A Transformer-Based Next-Item Recommendation With Time Prediction," IEEE Transactions on Computational Social Systems, online published, 2024.  [SCI, IF=5.0, 53/158] 

2. Yi-Cheng Chen, Wang-Chien Lee, "An Evolving Preference-Based Recommendation System," IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 8, Issue 2, pp. 1118-1124, 2024. [SCI, IF=5.3, 48/145] 

3. Yi-Cheng Chen, Wang-Chien Lee, "A Novel Cross-Domain Recommendation with Evolution Learning," ACM Transactions on Internet Technology,  Vol. 24, Issue 1, Article 6, pp. 1-23, 2024. [SCI, IF=5.3, 14/108]

4. Yi-Cheng Chen, Tipajin Thaipisutikul, Timothy K. Shih, "A Learning-Based POI Recommendation with Spatio-temporal Context Awareness," IEEE Transactions on Cybernetics, Vol. 52, No. 4, pp. 2453-2466, 2022.  [SCI, IF=11.8, 9/145]

Conference Papers (60)

1. Yi-Cheng Chen, Lin Hui, "The Efficiency Enhancement for Continual Learning on Cluster-Based Gradient Episodic Cache Memory," The 14th International Conference on Frontier Computing (FC 2024), 2024.

2. Lin Hui, Yi-Cheng Chen, "A Novel Bi-Phase LSTM Architecture for Dynamic Social Network Prediction," The 14th International Conference on Frontier Computing (FC 2024), 2024.

3. Yi-Cheng Chen, "GAN2: The Adversarial Structure of Generative Adversarial Network for Natural Language Generation," The 2024 International Conference on Big Data and Enterprise Resource Management  (CERPS 2024), 2024. (Best Paper Award)

4. Yen-Liang Chen, Yi-Cheng Chen, "A Novel Ensemble Model for Link Prediction in Social Network," The 2nd International Conference on Artificial Intelligence and Information Management (AIIM 2024), 2024.