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Taiwan

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Employment (1)

National Taiwan Ocean University: Keelung, TW

2025-02-01 to present | Assistant Professor (Department of Computer Science and Engineering)
Employment
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Chia-Heng Yen

Education and qualifications (3)

National Yang Ming Chiao Tung University: Hsinchu, TW

2019-08 to 2024-07 | Ph.D. in Engineering (Institute of Computer Science and Engineering)
Education
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Chia-Heng Yen

National Chiao Tung University: Hsinchu, TW

2017-09 to 2019-07 | Master of Science (Institute of Bioinformatics and Systems Biology)
Education
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Chia-Heng Yen

National Taiwan Ocean University: Keelung, TW

2013-08 to 2017-06 | Bachelor of Engineering (Department of Computer Science and Engineering)
Education
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Chia-Heng Yen

Works (20)

A hierarchical fusion strategy of deep learning networks for detection and segmentation of hepatocellular carcinoma from computed tomography images

Cancer Imaging
2024 | Journal article
Contributors: Lee, I-Cheng; Tsai, Yung-Ping; Lin, Yen-Cheng; Chen, Ting-Chun; Yen, Chia-Heng; Chiu, Nai-Chi; Hwang, Hsuen-En; Liu, Chien-An; Huang, Jia-Guan; Lee, Rheun-Chuan et al.
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Design and analysis of sum-prediction adder

Integration, the VLSI Journal
2024 | Journal article
Contributors: Yen, Chia-Heng; Yan, Jin-Tai
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Identifying Good-Dice-in-Bad-Neighborhoods Using Artificial Neural Networks

IEEE Transactions on Semiconductor Manufacturing
2024 | Journal article
Contributors: Yen, Chia-Heng; Wang, Ting-Rui; Liu, Ching-Min; Yang, Cheng-Hao; Chen, Chun-Teng; Chen, Ying-Yen; Lee, Jih-Nung; Kao, Shu-Yi; Wu, Kai-Chiang; Chao, Mango Chia-Tso
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Synergizing GCN and GAT for Hardware Trojan Detection and Localization

Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)
2024 | Conference paper
Contributors: Yu-Chen Hsiao; Chia-Heng Yen; Bo-Yang Ke; Kai-Chiang Wu
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Transformer and Its Variants for Identifying Good Dice in Bad Neighborhoods

20TH IEEE VLSI TEST SYMPOSIUM, PROCEEDINGS
2024 | Conference paper
Contributors: Lu, Cheng-Che; Chang, Chi-Chih; Yen, Chia-Heng; Chang, Shuo-Wen; Chu, Ying-Hua; Wu, Kai-Chiang; Chao, Mango Chia-Tso
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Wafer-View Defect-Pattern-Prominent GDBN Method Using MetaFormer Variant

2024 IEEE International Test Conference (ITC)
2024-11-03 | Conference paper
Contributors: Shu-Wen Li; Chia-Heng Yen; Shuo-Wen Chang; Ying-Hua Chu; Kai-Chiang Wu; Mango Chia-Tso Chao
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Chia-Heng Yen

CNN-Based Stochastic Regression for IDDQ Outlier Identification

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2023 | Journal article
Contributors: Yen, Chia-Heng; Chen, Chun-Teng; Wen, Cheng-Yen; Chen, Ying-Yen; Lee, Jih-Nung; Kao, Shu-Yi; Wu, Kai-Chiang; Chao, Mango Chia-Tso
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Enhancing Good-Die-in-Bad-Neighborhood Methodology with Wafer-Level Defect Pattern Information

IEEE International Test Conference (ITC)
2023 | Conference paper
Contributors: Liu, C.-M.; Yen, C.-H.; Lee, S.-W.; Wu, K.-C.; Chao, M.C.-T.
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Prediction of extranodal extension in head and neck squamous cell carcinoma by CT images using an evolutionary learning model

Cancer Imaging
2023 | Journal article
Contributors: Huang, Tzu-Ting; Lin, Yi-Chen; Yen, Chia-Heng; Lan, Jui; Yu, Chiun-Chieh; Lin, Wei-Che; Chen, Yueh-Shng; Wang, Cheng-Kang; Huang, Eng-Yen; Ho, Shinn-Ying
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Using Path Features for Hardware Trojan Detection Based on Machine Learning Techniques

PROCEEDINGS OF THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN ISQED
2023 | Journal article
Contributors: Yen, Chia-Heng; Tsai, Jung-Che; Wu, Kai-Chiang
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Layer-Minimization-Oriented GNR Area Routing

2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)
2023-12-04 | Conference paper
Contributors: Chia-Heng Yen; Jin-Tai Yan
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Chia-Heng Yen

Evolutionary Learning-Derived Clinical-Radiomic Models for Predicting Early Recurrence of Hepatocellular Carcinoma after Resection

Liver Cancer
2021 | Journal article
Contributors: Lee, I-Cheng; Huang, Jo-Yu; Chen, Ting-Chun; Yen, Chia-Heng; Chiu, Nai-Chi; Hwang, Hsuen-En; Huang, Jia-Guan; Liu, Chien-An; Chau, Gar-Yang; Lee, Rheun-Chuan et al.
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Identifying Good-Dice-in-Bad-Neighborhoods Using Artificial Neural Networks

20TH IEEE VLSI TEST SYMPOSIUM, PROCEEDINGS
2021 | Conference paper
Contributors: Yang, Cheng-Hao; Yen, Chia-Heng; Wang, Ting-Rui; Chen, Chun-Teng; Chern, Mason; Chen, Ying-Yen; Lee, Jih-Nung; Kao, Shu-Yi; Wu, Kai-Chiang; Chao, Mango Chia-Tso
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CNN-based Stochastic Regression for IDDQ Outlier Identification

20TH IEEE VLSI TEST SYMPOSIUM, PROCEEDINGS
2020 | Conference paper
Contributors: Chen, Chun-Teng; Yen, Chia-Heng; Wen, Cheng-Yen; Yang, Cheng-Hao; Wu, Kai-Chiang; Chern, Mason; Chen, Ying-Yen; Kuo, Chun-Yi; Lee, Jih-Nung; Kao, Shu-Yi et al.
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Construction of Delay-Driven GNR Routing Tree

2019 17th IEEE International New Circuits and Systems Conference (NEWCAS)
2019-06 | Conference paper
Contributors: Jin-Tai Yan; Chia-Heng Yen
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Chia-Heng Yen

Prediction of Metastasis in Head and Neck Cancer from Computed Tomography Images

Icrai: Proceedings of International Conference on Robotics and Artificial Intelligence
2018 | Journal article
Contributors: Lo, Tzu-Yun; Wei, Pei-Yin; Yen, Chia-Heng; Lirng, Jiing-Feng; Yang, Muh-Hwa; Chu, Pen-Yuan; Ho, Shinn-Ying
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Feasible Assignment of Micro-Bumps in 3D ICs

2018 16th IEEE International New Circuits and Systems Conference (NEWCAS)
2018-06 | Conference paper
Contributors: Jin-Tai Yan; Chia-Heng Yen
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Chia-Heng Yen

Cell-aware MBFF utilization for clock power reduction

2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)
2016-12 | Conference paper
Contributors: Jin-Tai Yan; Meng-Tian Chen; Chia-Heng Yen
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Chia-Heng Yen

Efficient micro-bump assignment for RDL routing in 3DICs

2014 21st IEEE International Conference on Electronics, Circuits and Systems (ICECS)
2014-12 | Conference paper
Contributors: Jin-Tai Yan; Yu-Jen Tseng; Chia-Heng Yen
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Chia-Heng Yen

Feasible region assignment of routing nets in single-layer routing

2014 IEEE International Symposium on Circuits and Systems (ISCAS)
2014-06 | Conference paper
Contributors: Jin-Tai Yan; Yu-Jen Tseng; Chia-Heng Yen
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Chia-Heng Yen

Peer review (1 review for 1 publication/grant)

Review activity for Computer methods and programs in biomedicine update. (1)