Projects per year
Personal profile
Research Interests
Computer Architecture, Multicore System Design, SoC Design, Embedded Systems
Education/Academic qualification
PhD, Computer Science and Engineering, University of Washington
External positions
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Dive into the research topics where Tien-Fu Chen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 36 Finished
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分散式訂製化Edge-AI垂直整合方案及其優化平台
Chen, T.-F. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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分散式訂製化Edge-AI垂直整合方案及其優化平台
Chen, T.-F. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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聰明生產與智慧精準製造之數位決策、AI模型、大數據治理與核心技術之整合製造平台及其科技法律與產業生態系統(1/2)
Chen, T.-F. (PI)
1/11/21 → 31/10/22
Project: Government Ministry › Other Government Ministry Institute
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分散式訂製化Edge-AI垂直整合方案及其優化平台
Chen, T.-F. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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價創計畫：資料驅動之Edge AI應用開發平台與資料服務生態體系
Chen, T.-F. (PI)
1/07/20 → 30/06/21
Project: Government Ministry › Other Government Ministry Institute
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A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models
Chang, C., Shi, Y., Cao, D., Yang, W., Hwang, J., Wang, H., Pang, J., Wang, W., Liu, Y., Peng, W. C. & Chen, T. F., 1 Jun 2026, In: Transactions on Machine Learning Research. 2026-JuneResearch output: Contribution to journal › Article › peer-review
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Comparative Study of Edge Deployment of LLM on Arm and RISC-V SBC Clusters
Lin, T. J., Liao, B. C., Liao, C. Y., Shih, K. S., Yeh, C., Chen, P. S., Chang, S. C., Chen, T. F. & Wang, J. S., 2025, International SoC Design Conference 2025, ISOCC 2025 - Proceedings of Technical Papers. Institute of Electrical and Electronics Engineers Inc., (International SoC Design Conference 2025, ISOCC 2025 - Proceedings of Technical Papers).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Design Space Exploration for Scalable DNN Accelerators Using a Memory-Centric Analytical Model for HW/SW Co-Design
Huang, W. C., Tang, C. W., Chang, K. C., Chen, T. F., Hsieh, H. C. & Tsai, M. H., 8 May 2025, In: ACM Transactions on Design Automation of Electronic Systems. 30, 3, 51.Research output: Contribution to journal › Article › peer-review
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Enhancing Semi-Supervised Learners via Similarity-Based Self-Supervised Models
Lin, S. P., Hsieh, H. C., Lin, L., Chang, K. C., Lu, J. M., Lin, T. J. & Chen, T. F., 2025, 2025 23rd IEEE Interregional NEWCAS Conference, NEWCAS 2025. Institute of Electrical and Electronics Engineers Inc., p. 538-542 5 p. (2025 23rd IEEE Interregional NEWCAS Conference, NEWCAS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Hybrid Bayesian Optimization with Early Termination Strategies for Auto Tuning
Hsieh, H. C., Lin, S. P., Mahto, A. K., Chang, K. C., Lu, J. M., Lin, T. J. & Chen, T. F., 2025, IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025 - Conference Proceedings. IEEE Computer Society, (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review