Personal profile
Research Expertise
Electronic design automation, chip aging mitigation and reliable chip design, low-power chip design optimization, in-memory computing (IMC)
Chip power distribution network (PDN) design and optimization, AI application in EDA
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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SDG 7 Affordable and Clean Energy -
SDG 16 Peace, Justice and Strong Institutions
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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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Machine Learning Based Negative-Bias Temperature Instability (Nbti) Detection and Mitigation for Heterogeneous Multi-Core Systems(2/2)
Chen, Y.-G. (PI)
1/08/21 → 31/07/22
Project: Research
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BASIS SHARING: CROSS-LAYER PARAMETER SHARING FOR LARGE LANGUAGE MODEL COMPRESSION
Wang, J., Chen, Y. G., Lin, I. C., Li, B. & Zhang, G. L., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 39540-39558 19 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
CIM for Transformer Models: Enhancing Large Language Model Inference Efficiency
Li, M. S., Ke, J. F., Huang, E. M., Liu, Z. W., Chen, Y. G. & Lee, C. Y., 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
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CORA: Improving Computational Throughput in Compressor-Based MAC Designs via Carry-Out Replaced Multiply-Accumulator
Tang, L. L., Chen, Y. G. & Jou, J.-Y., 2025, 2025 International VLSI Symposium on Technology, Systems and Applications, VLSI TSA 2025 - Proceedings of Technical Papers. Institute of Electrical and Electronics Engineers Inc., (2025 International VLSI Symposium on Technology, Systems and Applications, VLSI TSA 2025 - Proceedings of Technical Papers).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FastGDBN: A GPU-Accelerated DNN for Identifying Good Dies in Bad Neighborhoods
Tsao, Y. H. & Chen, Y. G., 2025, Proceedings - 2025 IEEE European Test Symposium, ETS 2025. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the European Test Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Harnessing Deep Neural Networks for Rapid Knife Wound Identification in Forensic Science: A Proof-of-concept Study
Wei, C. T., Lee, J. C. L. & Chen, Y. G., 2025, In: Sensors and Materials. 37, 5-3, p. 2115-2133 19 p.Research output: Contribution to journal › Article › peer-review
Open Access