Yi-Yu Shi

Most-cited papers

ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images
A. Zeng, Chun-Biao Wu, Wen Xie, Jin Hong +11 more
2022Comput. Medical Imaging Graph.164 citations Open access
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Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation
Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yi-Yu Shi
2021International Conference on Medical Image Computing and Computer-Assisted Intervention148 citations Open access
Semantic Scholar
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks
Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon +5 more
2020Design Automation Conference128 citations Open access
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Positional Contrastive Learning for Volumetric Medical Image Segmentation
Dewen Zeng, Ya-Wen Wu, Xinrong Hu, Xiaowei Xu +5 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention113 citations Open access
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FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis
Ya-Wen Wu, Dewen Zeng, Xiaowei Xu, Yi-Yu Shi +1 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention89 citations Open access
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A co-design framework of neural networks and quantum circuits towards quantum advantage
Wei-Wen Jiang, Jinjun Xiong, Yi-Yu Shi
2020Nature Communications88 citations Open access
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Distributed Contrastive Learning for Medical Image Segmentation
Ya-Wen Wu, Dewen Zeng, Zhepeng Wang, Yi-Yu Shi +1 more
2022Medical Image Anal.81 citations Open access
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Federated Contrastive Learning for Volumetric Medical Image Segmentation
Ya-Wen Wu, Dewen Zeng, Zhepeng Wang, Yi-Yu Shi +1 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention77 citations Open access
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Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start
Wei-Wen Jiang, Lei Yang, Sakyasingha Dasgupta, J. Hu +1 more
2020IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems69 citations Open access
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Statistical Training for Neuromorphic Computing using Memristor-based Crossbars Considering Process Variations and Noise
Ying Zhu, G. Zhang, Tian-Chen Wang, Bing Li +3 more
2020Design, Automation and Test in Europe59 citations
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Variational Quantum Pulse Learning
Zhiding Liang, Hanrui Wang, Jing-Lei Cheng, Yongshan Ding +8 more
2022International Conference on Quantum Computing and Engineering58 citations Open access
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Unleashing the Potential of LLMs for Quantum Computing: A Study in Quantum Architecture Design
Zhiding Liang, Jing-Lei Cheng, Rui-Yuan Yang, Hang Ren +5 more
202356 citations
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DeU-Net 2.0: Enhanced deformable U-Net for 3D cardiac cine MRI segmentation
Shunjie Dong, Zixuan Pan, Yu Fu, Qianqian Yang +4 more
2022Medical Image Anal.52 citations
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TorchQuantum Case Study for Robust Quantum Circuits (Invited Paper)
Hanrui Wang, Zhiding Liang, Jiaqi Gu, Zi-Rui Li +6 more
20222022 IEEE/ACM International Conference On Computer Aided Design (ICCAD)50 citations Open access
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Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning
Yawen Wu, Zhepeng Wang, Yi-Yu Shi, J. Hu
2020IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems47 citations Open access
Semantic Scholar
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images
Yu Fu, Shunjie Dong, Meng Niu, Le Xue +10 more
2023Medical Image Anal.46 citations
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Quantization of Deep Neural Networks for Accurate EdgeComputing
Wentao Chen, Hai-Long Qiu, Jian Zhuang, Chu-Tong Zhang +6 more
2021ACM Journal on Emerging Technologies in Computing Systems43 citations Open access
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An Ultracompact Single‐Ferroelectric Field‐Effect Transistor Binary and Multibit Associative Search Engine
Xun-Zhao Yin, F. Müller, Qingrong Huang, Chao Li +13 more
2023Advanced Intelligent Systems41 citations Open access
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Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning
Ya-Wen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng +4 more
2022arXiv.org37 citations
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Hybrid Gate-Pulse Model for Variational Quantum Algorithms
Zhiding Liang, Zhixin Song, Jing-Lei Cheng, Zichang He +7 more
2022Design Automation Conference36 citations Open access
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Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous?
Zheyu Yan, X. Hu, Yi-Yu Shi
20222022 IEEE/ACM International Conference On Computer Aided Design (ICCAD)35 citations Open access
Semantic Scholar
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs: (Invited Paper)
Zhepeng Wang, Zhiding Liang, Shang-Li Zhou, Caiwen Ding +3 more
20212021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)35 citations
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SWIM: SelectiveWrite-Verify for Computing-in-Memory Neural Accelerators
Zheyu Yan, X. Hu, Yi-Yu Shi
2022Design Automation Conference34 citations Open access
Semantic Scholar
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices
Yi Sheng, Jun-Huan Yang, Ya-Wen Wu, Kevin Mao +4 more
2022Design Automation Conference34 citations Open access
Semantic Scholar
Fabricating Cu2O-CuO submicron-cubes for efficient catalytic CO oxidation: The significant effect of heterojunction interface
Yi-Yu Shi, Leilei Xu, Min-Dong Chen, Bo Yang +5 more
2021Journal of Industrial & Engineering Chemistry34 citations
Semantic Scholar
NAPA: Intermediate-Level Variational Native-Pulse Ansatz for Variational Quantum Algorithms
Zhiding Liang, Jing-Lei Cheng, Hang Ren, Hanrui Wang +7 more
2022IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems33 citations Open access
Semantic Scholar
Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search
Zheyu Yan, Da-Cheng Juan, X. Hu, Yi-Yu Shi
2021Asia and South Pacific Design Automation Conference32 citations Open access
Semantic Scholar
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
Bing-Qian Lu, Jian-Yi Yang, Wei-Wen Jiang, Yi-Yu Shi +1 more
2021Proceedings of the ACM on Measurement and Analysis of Computing Systems30 citations Open access
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DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation
Shunjie Dong, Jin-Long Zhao, Mao-Jun Zhang, Zheng-Xue Shi +4 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention30 citations Open access
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Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast
Ya-Wen Wu, Zhepeng Wang, Dewen Zeng, Yi-Yu Shi +1 more
2021Design Automation Conference29 citations
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PAN: Pulse Ansatz on NISQ Machines
Zhiding Liang, Jing-Lei Cheng, Hang Ren, Hanrui Wang +6 more
2022arXiv.org26 citations Open access
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Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs
Zhepeng Wang, Yawen Wu, Zhenge Jia, Yi-Yu Shi +1 more
2021Asia and South Pacific Design Automation Conference26 citations Open access
Semantic Scholar
On the Viability of Using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators
Zheyu Yan, Yi-Fan Qin, Xiaobo Sharon Hu, Yi-Yu Shi
2023ACM Symposium on Cloud Computing25 citations Open access
Semantic Scholar
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation
Shunjie Dong, Zixuan Pan, Yu Fu, Dong-Wei Xu +4 more
2023IEEE Transactions on Medical Imaging25 citations
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Decentralized Unsupervised Learning of Visual Representations
Ya-Wen Wu, Zhepeng Wang, Dewen Zeng, Meng Li +2 more
2021International Joint Conference on Artificial Intelligence25 citations Open access
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ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation
Tian-Chen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia +4 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention24 citations Open access
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Hardware design and the competency awareness of a neural network
Yukun Ding, Wei-Wen Jiang, Qiuwen Lou, Jinglan Liu +4 more
2020Nature Electronics24 citations
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TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits
Jing-Lei Cheng, Hanrui Wang, Zhiding Liang, Yi-Yu Shi +2 more
2022arXiv.org23 citations Open access
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A deep learning approach with temporal consistency for automatic myocardial segmentation of quantitative myocardial contrast echocardiography
Ming-Qi Li, Dewen Zeng, Qiu Xie, Ruixue Xu +6 more
2021The International Journal of Cardiovascular Imaging23 citations
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Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach
Zhenge Jia, Yi-Yu Shi, Jingtong Hu
2022IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems22 citations
Semantic Scholar
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning
Ya-Wen Wu, Zhepeng Wang, Dewen Zeng, Yi-Yu Shi +1 more
2022AAAI Conference on Artificial Intelligence22 citations Open access
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TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection
Zhenge Jia, Dawei Li, Cong Liu, Li-Shih Liao +3 more
2023IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems21 citations Open access
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Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation
Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yi-Yu Shi
2023International Conference on Medical Image Computing and Computer-Assisted Intervention21 citations Open access
Semantic Scholar
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
Yu-Hong Song, Wei-Wen Jiang, Bingbing Li, Panjie Qi +5 more
2021Design Automation Conference21 citations Open access
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Graph matching and deep neural networks based whole heart and great vessel segmentation in congenital heart disease
Zeyang Yao, Wen Xie, Jia-Wei Zhang, Haiyun Yuan +4 more
2023Scientific Reports20 citations Open access
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Towards Advantages of Parameterized Quantum Pulses
Zhiding Liang, Jing-Lei Cheng, Zhixin Song, Hang Ren +6 more
202318 citations
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Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping +2 more
20202020 IEEE/ACM International Conference On Computer Aided Design (ICCAD)18 citations Open access
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A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image
Zeyang Yao, Xinrong Hu, Xiaobing Liu, Wen Xie +7 more
2021International Journal of Computer Assisted Radiology and Surgery17 citations
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Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping +2 more
2021International Joint Conference on Artificial Intelligence15 citations Open access
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Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models
Yi Sheng, Jun-Huan Yang, Lei Yang, Yi-Yu Shi +2 more
2023Design Automation Conference12 citations Open access
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