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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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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LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters
Chang, C., Wang, W. Y., Peng, W. C. & Chen, T. F., 15 Apr 2025, In: ACM Transactions on Intelligent Systems and Technology. 16, 3, 60.Research output: Contribution to journal › Article › peer-review
29 Scopus citations -
A 40-nm 13.88-TOPS/W FC-DNN Engine for 16-bit Intelligent Audio Processing Featuring Weight-Sharing and Approximate Computing
Lin, T. J., Li, Z., Chen, Y. C., Liu, C. T., Chen, T. F. & Wang, J. S., 2024, 2024 IEEE Hot Chips 36 Symposium, HCS 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Hot Chips 36 Symposium, HCS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Efficient Inference of Transformers on Bare-Metal Devices with RISC-V Vector Processors
Huang, Y. X., Huang, P. H., Lu, J. M., Lin, T. J. & Chen, T. F., 2024, 2024 22nd IEEE Interregional NEWCAS Conference, NEWCAS 2024. Institute of Electrical and Electronics Engineers Inc., p. 393-397 5 p. (2024 22nd IEEE Interregional NEWCAS Conference, NEWCAS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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TimeDRL: Disentangled Representation Learning for Multivariate Time-Series
Chang, C., Chan, C. T., Wang, W. Y., Peng, W. C. & Chen, T. F., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE Computer Society, p. 625-638 14 p. (Proceedings - International Conference on Data Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
20 Scopus citations