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ORCIDYiyu Shi 0001
Person information
- affiliation: University of Notre Dame, Sustainable Computing Laboratory, USA
- affiliation (former): Missouri University of Science and Technology, USA
- affiliation (former): University of California, Los Angeles, USA
Other persons with the same name
- Yiyu Shi 0002 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
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2020 – today
- 2025
[j91]Yu-Jen Chen
, Shr-Shiun Lin, Yiyu Shi, Tsung-Yi Ho, Xiaowei Xu:
MCC: Multi-Cluster Contrastive Semi-Supervised Segmentation Framework for Echocardiogram Videos. IEEE Access 13: 30543-30554 (2025)- [j90]Zhoushan Feng, Yuliang Zhang, Yanhong Chen, Yiyu Shi, Yu Liu, Wen Sun, Lili Du, Dunjin Chen:
SwinSAM: Fine-grained polyp segmentation in colonoscopy images via segment anything model integrated with a Swin Transformer decoder. Biomed. Signal Process. Control. 100: 107055 (2025) - [j89]Shanshan Song, Hailong Qiu, Meiping Huang, Jian Zhuang, Qing Lu, Yiyu Shi, Xiaomeng Li, Wen Xie, Guang Tong, Xiaowei Xu:
Domain knowledge based comprehensive segmentation of Type-A aortic dissection with clinically-oriented evaluation. Medical Image Anal. 102: 103512 (2025) - [j88]Jiawei Zhang, Yanchun Zhang, Hailong Qiu, Tianchen Wang, Xiaomeng Li, Shanfeng Zhu, Meiping Huang, Jian Zhuang, Yiyu Shi, Xiaowei Xu:
Constrained multi-scale dense connections for biomedical image segmentation. Pattern Recognit. 158: 111031 (2025) - [c197]Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, Xiaobo Sharon Hu, Yiyu Shi:
A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. ASP-DAC 2025: 315-316 - [c196]Jianbo Liu, Zephan M. Enciso, Boyang Cheng, Likai Pei, Steven Davis, Yifan Qin, Zhenge Jia, Xiaobo Sharon Hu, Yiyu Shi, Ningyuan Cao:
15.3 A 65nm Uncertainty-Quantifiable Ventricular Arrhythmia Detection Engine with 1.75µJ Per Inference. ISSCC 2025: 1-3 - [i125]Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong:
Combating Partial Perception Deficit in Autonomous Driving with Multimodal LLM Commonsense. CoRR abs/2503.07020 (2025) - [i124]Yuying Duan, Gelei Xu, Yiyu Shi, Michael Lemmon:
The Cost of Local and Global Fairness in Federated Learning. CoRR abs/2503.22762 (2025) - 2024
- [j87]Jiawei Zhang, Xiaodong Wang, Hailong Qiu, Yanchun Zhang, Weihong Han, Jialin Wang, Tianchen Wang, Yiyu Shi, Meiping Huang, Jian Zhuang, Huiming Guo, Xiaowei Xu:
HOCM-Net: 3D coarse-to-fine structural prior fusion based segmentation network for the surgical planning of hypertrophic obstructive cardiomyopathy. Expert Syst. Appl. 257: 125005 (2024) - [j86]Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho:
Achieve fairness without demographics for dermatological disease diagnosis. Medical Image Anal. 95: 103188 (2024) - [j85]Noelia Ferruz, Marinka Zitnik, Pierre-Yves Oudeyer, Emmie Hine, Nandana Sengupta, Yiyu Shi, Diana Mincu, Sebastian Porsdam Mann, Payel Das, Francesco Stella:
Anniversary AI reflections. Nat. Mac. Intell. 6(1): 6-12 (2024) - [j84]Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi:
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(1): 127-140 (2024) - [j83]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1822-1833 (2024) - [j82]Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Zhixin Song, Yongshan Ding, Frederic T. Chong, Song Han, Xuehai Qian, Yiyu Shi:
NAPA: Intermediate-Level Variational Native-Pulse Ansatz for Variational Quantum Algorithms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1834-1847 (2024) - [j81]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
Compute-in-Memory-Based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(8): 2452-2464 (2024) - [j80]Zhenge Jia, Tianren Zhou, Zheyu Yan, Jingtong Hu, Yiyu Shi:
Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 3157-3170 (2024) - [j79]Peiyan Dong, Jinming Zhuang, Zhuoping Yang, Shixin Ji, Yanyu Li, Dongkuan Xu, Heng Huang, Jingtong Hu, Alex K. Jones, Yiyu Shi, Yanzhi Wang, Peipei Zhou:
EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3949-3960 (2024) - [j78]Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Shixin Ji, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Yiyu Shi, Deming Chen, Jason Cong, Peipei Zhou:
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. ACM Trans. Reconfigurable Technol. Syst. 17(3): 51:1-51:31 (2024) - [c195]Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi:
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models : (Invited Paper). ASPDAC 2024: 429-434 - [c194]Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi:
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning. BIBM 2024: 3299-3302 - [c193]Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Special Session: Sustainable Deployment of Deep Neural Networks on Non-Volatile Compute-in-Memory Accelerators. CODES+ISSS 2024: 37-40 - [c192]Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi:
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. DAC 2024: 29:1-29:6 - [c191]Zhiding Liang, Zhixin Song, Jinglei Cheng, Hang Ren, Tianyi Hao, Rui Yang, Yiyu Shi, Tongyang Li:
Combining Parameterized Pulses and Contextual Subspace for More Practical VQE. DAC 2024: 122:1-122:6 - [c190]Zhiding Liang, Gang Liu, Zheyuan Liu, Jinglei Cheng, Tianyi Hao, Kecheng Liu, Hang Ren, Zhixin Song, Ji Liu, Fanny Ye, Yiyu Shi:
Invited: Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm. DAC 2024: 361:1-361:4 - [c189]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi:
Contrastive Learning with Synthetic Positives. ECCV (37) 2024: 430-447 - [c188]Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou:
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. FPGA 2024: 55-66 - [c187]Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi:
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. ICCAD 2024: 50:1-50:9 - [c186]Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. ICCAD 2024: 53:1-53:9 - [c185]Yiwen Liu, Qingyue Jiao, Yiyu Shi, Ke Wan, Shangjie Guo:
A comparison on constrain encoding methods for quantum approximate optimization algorithm. ICCAD 2024: 64:1-64:7 - [c184]Jun Xia, Yi Zhang, Yiyu Shi:
Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. ICCAD 2024: 109:1-109:9 - [c183]Likai Pei, Yifan Qin, Zephan M. Enciso, Boyang Cheng, Jianbo Liu, Steven Davis, Zhenge Jia, Michael T. Niemier, Yiyu Shi, Xiaobo Sharon Hu, Ningyuan Cao:
Towards Uncertainty-Quantifiable Biomedical Intelligence: Mixed-signal Compute-in-Entropy for Bayesian Neural Networks. ICCAD 2024: 135:1-135:9 - [c182]Kaikai Liu, Xiaoshan Li, Qing Lu, Yiyu Shi, Jian Zhuang, Hongwen Fei, Erlei Zhang, Xiaowei Xu:
Automatic Segment-Level Assessment of Regional Wall Motion Abnormality From Echocardiography Images. ISBI 2024: 1-5 - [c181]Shixin Ji, Zhuoping Yang, Xingzhen Chen, Stephen Cahoon, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou:
SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators. ISVLSI 2024: 496-501 - [c180]Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi:
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. MICCAI (10) 2024: 24-34 - [c179]Charlie Tran, Andy Li, Aaron Espinoza, Sayem Kamal, Anoushka Samuel, Charles Jiang, Jian Zhuang, Yiyu Shi, Xiaowei Xu:
Enhance Multi-modal and Multi-center Whole Heart Segmentation Using Data Augmentation and Model Calibration. CARE@MICCAI 2024: 126-138 - [c178]Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. MICCAI (10) 2024: 153-163 - [c177]Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi:
FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. MICCAI (10) 2024: 329-338 - [c176]Jianwei Jia, Zhenge Jia, Omkar Phadke, Gihun Choe, Yiyu Shi, Shimeng Yu:
A Reconfigurable Bandpass Filter with Ferroelectric Devices for Intracardiac Electrograms Monitoring. MWSCAS 2024: 433-436 - [c175]Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Yiyu Shi, Xian Wei, Mingsong Chen:
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. NeurIPS 2024 - [i123]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR abs/2401.05357 (2024) - [i122]Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho:
Achieve Fairness without Demographics for Dermatological Disease Diagnosis. CoRR abs/2401.08066 (2024) - [i121]Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou:
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. CoRR abs/2401.10417 (2024) - [i120]Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi:
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models. CoRR abs/2402.06696 (2024) - [i119]Song Guo, Fan Wu, Lei Zhang, Xiawu Zheng, Shengchuan Zhang, Fei Chao, Yiyu Shi, Rongrong Ji:
EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs. CoRR abs/2402.12419 (2024) - [i118]Hao-Wei Chung, Ching-Hao Chiu, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho:
Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space. CoRR abs/2402.13061 (2024) - [i117]Zhiding Liang, Gang Liu, Zheyuan Liu, Jinglei Cheng, Tianyi Hao, Kecheng Liu, Hang Ren, Zhixin Song, Ji Liu, Fanny Ye, Yiyu Shi:
Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm. CoRR abs/2403.03310 (2024) - [i116]Shixin Ji, Zhuoping Yang, Xingzhen Chen, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou:
Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference. CoRR abs/2403.04976 (2024) - [i115]Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi:
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR abs/2405.04700 (2024) - [i114]Jun Xia, Yiyu Shi:
Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. CoRR abs/2405.08183 (2024) - [i113]Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi:
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. CoRR abs/2405.08681 (2024) - [i112]Gelei Xu, Ningzhi Tang, Jun Xia, Wei Jin, Yiyu Shi:
Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation. CoRR abs/2405.16113 (2024) - [i111]Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi:
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. CoRR abs/2406.03777 (2024) - [i110]Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. CoRR abs/2406.06544 (2024) - [i109]Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. CoRR abs/2407.13896 (2024) - [i108]Gelei Xu, Ruiyang Qin, Zhi Zheng, Yiyu Shi:
An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals. CoRR abs/2407.15252 (2024) - [i107]Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi:
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning. CoRR abs/2408.05889 (2024) - [i106]Zixuan Pan, Jun Xia, Zheyu Yan, Guoyue Xu, Yawen Wu, Zhenge Jia, Jianxu Chen, Yiyu Shi:
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective. CoRR abs/2408.08228 (2024) - [i105]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi:
Contrastive Learning with Synthetic Positives. CoRR abs/2408.16965 (2024) - [i104]Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, X. Sharon Hu, Yiyu Shi:
A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. CoRR abs/2410.17395 (2024) - [i103]Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, Xiaobo Sharon Hu, Yiyu Shi:
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs. CoRR abs/2411.08244 (2024) - [i102]Ruiyang Qin, Dancheng Liu, Gelei Xu, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi:
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge. CoRR abs/2411.13766 (2024) - [i101]Xueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi:
MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans. CoRR abs/2412.01973 (2024) - 2023
- [j77]Xunzhao Yin, Franz Müller, Qingrong Huang, Chao Li, Mohsen Imani, Zeyu Yang, Jiahao Cai, Maximilian Lederer, Ricardo Olivo, Nellie Laleni, Shan Deng, Zijian Zhao, Zhiguo Shi, Yiyu Shi, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine. Adv. Intell. Syst. 5(7) (2023) - [j76]An Zeng, Chunbiao Wu, Guisen Lin, Wen Xie, Jin Hong, Meiping Huang, Jian Zhuang, Shanshan Bi, Dan Pan, Najeeb Ullah, Kaleem Nawaz Khan, Tianchen Wang, Yiyu Shi, Xiaomeng Li, Xiaowei Xu:
ImageCAS: A large-scale dataset and benchmark for coronary artery segmentation based on computed tomography angiography images. Comput. Medical Imaging Graph. 109: 102287 (2023) - [j75]Yu Fu, Shunjie Dong, Meng Niu, Le Xue, Hanning Guo, Yanyan Huang, Yuanfan Xu, Tianbai Yu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Hong Zhang, Mei Tian, Cheng Zhuo:
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. Medical Image Anal. 86: 102787 (2023) - [j74]Xiaowei Xu, Qianjun Jia, Haiyun Yuan, Hailong Qiu, Yuhao Dong, Wen Xie, Zeyang Yao, Jiawei Zhang, Zhiqaing Nie, Xiaomeng Li, Yiyu Shi, James Y. Zou, Meiping Huang, Jian Zhuang:
A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography images. Medical Image Anal. 90: 102953 (2023) - [j73]Zhenge Jia, Dawei Li, Xiaowei Xu, Na Li, Feng Hong, Lichuan Ping, Yiyu Shi:
Life-threatening ventricular arrhythmia detection challenge in implantable cardioverter-defibrillators. Nat. Mac. Intell. 5(5): 554-555 (2023) - [j72]Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi:
The importance of resource awareness in artificial intelligence for healthcare. Nat. Mac. Intell. 5(7): 687-698 (2023) - [j71]Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi:
Self-Supervised On-Device Federated Learning From Unlabeled Streams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4871-4882 (2023) - [j70]Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo:
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation. IEEE Trans. Medical Imaging 42(6): 1758-1773 (2023) - [c174]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. AAAI 2023: 2866-2874 - [c173]Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. ASP-DAC 2023: 378-383 - [c172]Boyang Li, Bingyu Shen, Qing Lu, Taeho Jung, Yiyu Shi:
Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning. BCCA 2023: 600-605 - [c171]Kaikai Liu, Yiyu Shi, Jian Zhuang, Meiping Huang, Hongwen Fei, Boyang Li, Jin Hong, Qing Lu, Erlei Zhang, Xiaowei Xu:
Enhance Regional Wall Segmentation by Style Transfer for Regional Wall Motion Assessment. BMVC 2023: 462-466 - [c170]Zhenge Jia, Yiyu Shi:
Demo: Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring. CHASE 2023: 175-176 - [c169]Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi:
Hybrid Gate-Pulse Model for Variational Quantum Algorithms. DAC 2023: 1-6 - [c168]Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang:
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. DAC 2023: 1-6 - [c167]Xuan Wang, Sijun Tao, Jingjing Zhu, Yiyu Shi, Weikang Qian:
AccALS: Accelerating Approximate Logic Synthesis by Selection of Multiple Local Approximate Changes. DAC 2023: 1-6 - [c166]Xuan Wang, Zheyu Yan, Chang Meng, Yiyu Shi, Weikang Qian:
DASALS: Differentiable Architecture Search-Driven Approximate Logic Synthesis. ICCAD 2023: 1-9 - [c165]Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. ICCAD 2023: 1-9 - [c164]Xinrong Hu, Corey Wang, Yiyu Shi:
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation. ICCV (Workshops) 2023: 2329-2338 - [c163]Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones:
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. IGSC 2023: 1-3 - [c162]Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho:
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis. MICCAI (3) 2023: 97-107 - [c161]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Additional Positive Enables Better Representation Learning for Medical Images. MICCAI (1) 2023: 119-129 - [c160]Yu-Jen Chen, Xinrong Hu, Yiyu Shi, Tsung-Yi Ho:
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor. MICCAI (1) 2023: 173-182 - [c159]Xueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi:
MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans. MICCAI (6) 2023: 379-388 - [c158]Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi:
Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. MICCAI (4) 2023: 756-765 - [c157]Zheyu Yan, Yifan Qin, Xiaobo Sharon Hu, Yiyu Shi:
On the Viability of Using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators. SOCC 2023: 1-6 - [i100]Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho:
Fair Multi-Exit Framework for Facial Attribute Classification. CoRR abs/2301.02989 (2023) - [i99]Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi:
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection. CoRR abs/2305.05105 (2023) - [i98]Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Negative Feedback Training: A Novel Concept to Improve Robustness of NVCiM DNN Accelerators. CoRR abs/2305.14561 (2023) - [i97]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Additional Positive Enables Better Representation Learning for Medical Images. CoRR abs/2306.00112 (2023) - [i96]Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi:
Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. CoRR abs/2306.03878 (2023) - [i95]Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho:
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation. CoRR abs/2306.05476 (2023) - [i94]Zheyu Yan, Yifan Qin, Xiaobo Sharon Hu, Yiyu Shi:
On the Viability of using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators. CoRR abs/2306.06923 (2023) - [i93]Xinrong Hu, Xiaowei Xu, Yiyu Shi:
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images. CoRR abs/2306.13731 (2023) - [i92]Yu-Jen Chen, Xinrong Hu, Yiyu Shi, Tsung-Yi Ho:
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor. CoRR abs/2306.14505 (2023) - [i91]Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho:
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis. CoRR abs/2306.14518 (2023) - [i90]Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi:
Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators through Training with Right-Censored Gaussian Noise. CoRR abs/2307.15853 (2023) - [i89]Boyang Li, Bingyu Shen, Qing Lu, Taeho Jung, Yiyu Shi:
Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning. CoRR abs/2307.16342 (2023) - [i88]Zixuan Pan, Jianxu Chen, Yiyu Shi:
Masked Diffusion as Self-supervised Representation Learner. CoRR abs/2308.05695 (2023) - [i87]Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang:
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. CoRR abs/2308.13730 (2023) - [i86]Xunzhao Yin, Yu Qian, Alptekin Vardar, Marcel Gunther, Franz Müller, Nellie Laleni, Zijian Zhao, Zhouhang Jiang, Zhiguo Shi, Yiyu Shi, Xiao Gong, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems. CoRR abs/2309.13853 (2023) - [i85]Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi:
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. CoRR abs/2311.12275 (2023) - [i84]Hanrui Wang, Yilian Liu, Pengyu Liu, Jiaqi Gu, Zirui Li, Zhiding Liang, Jinglei Cheng, Yongshan Ding, Xuehai Qian, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han:
RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training. CoRR abs/2311.16035 (2023) - [i83]Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones:
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. CoRR abs/2312.02991 (2023) - [i82]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
Compute-in-Memory based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections. CoRR abs/2312.06137 (2023) - 2022
- [j69]Yiyu Shi, Yongpan Liu, Jianxu Chen, Steve B. Jiang:
Guest Editorial: ACM JETC Special Issue on Hardware-Aware Learning for Medical Applications. ACM J. Emerg. Technol. Comput. Syst. 18(2): 24:1-24:3 (2022) - [j68]Shunjie Dong, Zixuan Pan, Yu Fu, Qianqian Yang, Yuanxue Gao, Tianbai Yu, Yiyu Shi, Cheng Zhuo:
DeU-Net 2.0: Enhanced deformable U-Net for 3D cardiac cine MRI segmentation. Medical Image Anal. 78: 102389 (2022) - [j67]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed contrastive learning for medical image segmentation. Medical Image Anal. 81: 102564 (2022) - [j66]Zhenge Jia, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Low-power object-detection challenge on unmanned aerial vehicles. Nat. Mac. Intell. 4(12): 1265-1266 (2022) - [j65]Tianchen Wang, Jiawei Zhang, Jinjun Xiong, Song Bian, Zheyu Yan, Meiping Huang, Jian Zhuang, Takashi Sato, Xiaowei Xu, Yiyu Shi:
VisualNet: An End-to-End Human Visual System Inspired Framework to Reduce Inference Latency of Deep Neural Networks. IEEE Trans. Computers 71(11): 2717-2727 (2022) - [j64]Zhenge Jia, Yiyu Shi, Jingtong Hu:
Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5394-5407 (2022) - [j63]Chenyi Wen, Xiao Dong, Baixin Chen, Umamaheswara Rao Tida, Yiyu Shi, Cheng Zhuo:
Magnetic Core TSV-Inductor Design and Optimization for On-chip DC-DC Converter. ACM Trans. Design Autom. Electr. Syst. 27(5): 52:1-52:23 (2022) - [c156]Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi:
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. ASP-DAC 2022: 128-133 - [c155]Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen:
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM 2022: 1820-1823 - [c154]Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi:
ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. CHASE 2022: 111-117 - [c153]Matheus Araújo, Dewen Zeng, João Palotti, Xirong Xi, Yiyu Shi, Lee Pyles, Quan Ni:
Maiby's Algorithm: A Two-Stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease. CinC 2022: 1-4 - [c152]Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
The larger the fairer?: small neural networks can achieve fairness for edge devices. DAC 2022: 163-168 - [c151]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
SWIM: selective write-verify for computing-in-memory neural accelerators. DAC 2022: 277-282 - [c150]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? ICCAD 2022: 87:1-87:9 - [c149]Hanrui Wang, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han:
TorchQuantum Case Study for Robust Quantum Circuits. ICCAD 2022: 136:1-136:9 - [c148]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Decentralized Unsupervised Learning of Visual Representations. IJCAI 2022: 2326-2333 - [c147]Qing Lu, Weiwen Jiang, Meng Jiang, Jingtong Hu, Yiyu Shi:
Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs. ISVLSI 2022: 358-362 - [c146]Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi:
RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. MICCAI (5) 2022: 602-612 - [c145]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. MICCAI (1) 2022: 743-753 - [c144]Zhiding Liang, Hanrui Wang, Jinglei Cheng, Yongshan Ding, Hang Ren, Zhengqi Gao, Zhirui Hu, Duane S. Boning, Xuehai Qian, Song Han, Weiwen Jiang, Yiyu Shi:
Variational Quantum Pulse Learning. QCE 2022: 556-565 - [c143]Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren:
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. SIGMETRICS (Abstracts) 2022: 55-56 - [i81]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. CoRR abs/2202.06464 (2022) - [i80]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. CoRR abs/2202.07470 (2022) - [i79]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
SWIM: Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR abs/2202.08395 (2022) - [i78]Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices. CoRR abs/2202.11317 (2022) - [i77]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR abs/2203.02110 (2022) - [i76]Bingqian Lu, Zheyu Yan, Yiyu Shi, Shaolei Ren:
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators. CoRR abs/2203.13921 (2022) - [i75]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR abs/2204.10983 (2022) - [i74]Yu Fu, Yanyan Huang, Yalin Wang, Shunjie Dong, Le Xue, Xunzhao Yin, Qianqian Yang, Yiyu Shi, Cheng Zhuo:
OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt. CoRR abs/2205.04684 (2022) - [i73]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks. CoRR abs/2205.13018 (2022) - [i72]Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi:
RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. CoRR abs/2206.04682 (2022) - [i71]Boyang Li, Qing Lu, Weiwen Jiang, Taeho Jung, Yiyu Shi:
A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus. CoRR abs/2206.07089 (2022) - [i70]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? CoRR abs/2207.07626 (2022) - [i69]Xinrong Hu, Corey Wang, Yiyu Shi:
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation. CoRR abs/2207.13240 (2022) - [i68]Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Yongshan Ding, Fred Chong, Song Han, Yiyu Shi, Xuehai Qian:
PAN: Pulse Ansatz on NISQ Machines. CoRR abs/2208.01215 (2022) - [i67]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed Contrastive Learning for Medical Image Segmentation. CoRR abs/2208.03808 (2022) - [i66]Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi:
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. CoRR abs/2208.11187 (2022) - [i65]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. CoRR abs/2208.11278 (2022) - [i64]Ruiyang Qin, Zhiding Liang, Jinglei Cheng, Peter M. Kogge, Yiyu Shi:
Improving Quantum Classifier Performance in NISQ Computers by Voting Strategy from Ensemble Learning. CoRR abs/2210.01656 (2022) - [i63]Jinglei Cheng, Hanrui Wang, Zhiding Liang, Yiyu Shi, Song Han, Xuehai Qian:
TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits. CoRR abs/2210.08190 (2022) - [i62]Hanrui Wang, Pengyu Liu, Jinglei Cheng, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, Xuehai Qian, David Z. Pan, Frederic T. Chong, Song Han:
QuEst: Graph Transformer for Quantum Circuit Reliability Estimation. CoRR abs/2210.16724 (2022) - [i61]An Zeng, Chunbiao Wu, Meiping Huang, Jian Zhuang, Shanshan Bi, Dan Pan, Najeeb Ullah, Kaleem Nawaz Khan, Tianchen Wang, Yiyu Shi, Xiaomeng Li, Guisen Lin, Xiaowei Xu:
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images. CoRR abs/2211.01607 (2022) - [i60]Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen:
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR abs/2211.08557 (2022) - [i59]Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi:
Hybrid Gate-Pulse Model for Variational Quantum Algorithms. CoRR abs/2212.00661 (2022) - [i58]Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi:
FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning. CoRR abs/2212.01006 (2022) - [i57]Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti:
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System. CoRR abs/2212.08624 (2022) - 2021
- [j62]Xiaowei Xu, Hailong Qiu, Qianjun Jia, Yuhao Dong, Zeyang Yao, Wen Xie, Huiming Guo, Haiyun Yuan, Jian Zhuang, Meiping Huang, Yiyu Shi:
AI-CHD: an AI-based framework for cost-effective surgical telementoring of congenital heart disease. Commun. ACM 64(12): 66-74 (2021) - [j61]Zeyang Yao, Xinrong Hu, Xiaobing Liu, Wen Xie, Yuhao Dong, Hailong Qiu, Zewen Chen, Yiyu Shi, Xiaowei Xu, Meiping Huang, Jian Zhuang:
A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image. Int. J. Comput. Assist. Radiol. Surg. 16(4): 609-617 (2021) - [j60]Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi, Meiping Huang, Xiaowei Xu:
Quantization of Deep Neural Networks for Accurate Edge Computing. ACM J. Emerg. Technol. Comput. Syst. 17(4): 54:1-54:11 (2021) - [j59]Xiaowei Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi:
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. ACM J. Emerg. Technol. Comput. Syst. 17(4): 58:1-58:16 (2021) - [j58]Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi:
DAC-SDC Low Power Object Detection Challenge for UAV Applications. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 392-403 (2021) - [j57]Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren:
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. Proc. ACM Meas. Anal. Comput. Syst. 5(3): 34:1-34:34 (2021) - [j56]Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. IEEE Trans. Computers 70(4): 595-605 (2021) - [j55]Zhenge Jia, Yiyu Shi, Samir Saba, Jingtong Hu:
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection. ACM Trans. Embed. Comput. Syst. 20(5s): 56:1-56:25 (2021) - [c142]Weiwen Jiang, Jinjun Xiong, Yiyu Shi:
When Machine Learning Meets Quantum Computers: A Case Study. ASP-DAC 2021: 593-598 - [c141]Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu:
Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. ASP-DAC 2021: 607-614 - [c140]Grace Li Zhang, Bing Li, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann:
Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks. ASP-DAC 2021: 853-858 - [c139]Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi:
Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. ASP-DAC 2021: 859-864 - [c138]Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Xiaowei Xu, Meiping Huang, Haiyun Yuan, Jian Zhuang, Yiyu Shi, Tsung-Yi Ho:
"One-Shot" Reduction of Additive Artifacts in Medical Images. BIBM 2021: 836-841 - [c137]Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks. DAC 2021: 163-168 - [c136]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. DAC 2021: 655-660 - [c135]Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding:
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. DAC 2021: 1003-1008 - [c134]Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. DAC 2021: 1339-1342 - [c133]Boyang Li, Qing Lu, Weiwen Jiang, Taeho Jung, Yiyu Shi:
A mining pool solution for novel proof-of-neural-architecture consensus. IEEE ICBC 2021: 1-3 - [c132]Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Yiyu Shi, Weiwen Jiang:
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow (Invited Paper). ICCAD 2021: 1-7 - [c131]Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Yiyu Shi, Weiwen Jiang:
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs: (Invited Paper). ICCAD 2021: 1-7 - [c130]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). ICCAD 2021: 1-7 - [c129]Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi:
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper). ICCAD 2021: 1-7 - [c128]Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs. IJCAI 2021: 2606-2613 - [c127]Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi:
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. IPMI 2021: 478-491 - [c126]Yu-Jen Chen, Cheng-Yen Tsai, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang:
Ct Image Denoising With Encoder-Decoder Based Graph Convolutional Networks. ISBI 2021: 400-404 - [c125]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Positional Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (2) 2021: 221-230 - [c124]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) 2021: 367-377 - [c123]Yukun Ding, Dewen Zeng, Mingqi Li, Hongwen Fei, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi:
Towards Efficient Human-Machine Collaboration: Real-Time Correction Effort Prediction for Ultrasound Data Acquisition. MICCAI (1) 2021: 461-470 - [c122]Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi:
Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. MICCAI (2) 2021: 481-490 - [c121]Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu:
EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis. MICCAI (6) 2021: 506-515 - [i56]Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi:
ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease. CoRR abs/2101.10799 (2021) - [i55]Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding:
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. CoRR abs/2102.06336 (2021) - [i54]Xiaowei Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi:
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. CoRR abs/2104.12044 (2021) - [i53]Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi, Meiping Huang, Xiaowei Xu:
Quantization of Deep Neural Networks for Accurate EdgeComputing. CoRR abs/2104.12046 (2021) - [i52]Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu:
EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis. CoRR abs/2105.08267 (2021) - [i51]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR abs/2106.03796 (2021) - [i50]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Positional Contrastive Learning for Volumetric Medical Image Segmentation. CoRR abs/2106.09157 (2021) - [i49]Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi:
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. CoRR abs/2106.15597 (2021) - [i48]Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi:
Uncertainty Modeling of Emerging Device-based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. CoRR abs/2107.06871 (2021) - [i47]Zeyang Yao, Jiawei Zhang, Hailong Qiu, Tianchen Wang, Yiyu Shi, Jian Zhuang, Yuhao Dong, Meiping Huang, Xiaowei Xu:
ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection. CoRR abs/2109.00374 (2021) - [i46]Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang:
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow. CoRR abs/2109.03430 (2021) - [i45]Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang:
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs. CoRR abs/2109.03806 (2021) - [i44]Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi:
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. CoRR abs/2109.05691 (2021) - [i43]Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. CoRR abs/2109.06909 (2021) - [i42]Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi:
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation. CoRR abs/2109.07407 (2021) - [i41]Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang:
"One-Shot" Reduction of Additive Artifacts in Medical Images. CoRR abs/2110.12274 (2021) - [i40]Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren:
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. CoRR abs/2111.01203 (2021) - [i39]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Distributed Unsupervised Visual Representation Learning with Fused Features. CoRR abs/2111.10763 (2021) - 2020
- [j54]Umamaheswara Rao Tida, Cheng Zhuo, Leibo Liu, Yiyu Shi:
Dynamic Frequency Scaling Aware Opportunistic Through-Silicon-Via Inductor Utilization in Resonant Clocking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(2): 281-293 (2020) - [j53]Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3445-3457 (2020) - [j52]Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi:
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4154-4165 (2020) - [j51]Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi:
Binarizing Weights Wisely for Edge Intelligence: Guide for Partial Binarization of Deconvolution-Based Generators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4748-4759 (2020) - [j50]Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Sakyasingha Dasgupta, Yiyu Shi, Jingtong Hu:
Hardware/Software Co-Exploration of Neural Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4805-4815 (2020) - [c120]Lei Yang, Weiwen Jiang, Weichen Liu, Edwin H.-M. Sha, Yiyu Shi, Jingtong Hu:
Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence. ASP-DAC 2020: 85-90 - [c119]Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo:
When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. ASP-DAC 2020: 163-168 - [c118]Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang:
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. BIBM 2020: 1166-1170 - [c117]Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi:
Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. CVPR Workshops 2020: 22-31 - [c116]Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato:
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition. CVPR 2020: 9400-9409 - [c115]Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu:
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. DAC 2020: 1-6 - [c114]Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi:
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks. DAC 2020: 1-6 - [c113]Ying Zhu, Grace Li Zhang, Tianchen Wang, Bing Li, Yiyu Shi, Tsung-Yi Ho, Ulf Schlichtmann:
Statistical Training for Neuromorphic Computing using Memristor-based Crossbars Considering Process Variations and Noise. DATE 2020: 1590-1593 - [c112]Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato:
NASS: Optimizing Secure Inference via Neural Architecture Search. ECAI 2020: 1746-1753 - [c111]Grace Li Zhang, Bing Li, Ying Zhu, Shuhang Zhang, Tianchen Wang, Yiyu Shi, Tsung-Yi Ho, Hai (Helen) Li, Ulf Schlichtmann:
Reliable and Robust RRAM-based Neuromorphic Computing. ACM Great Lakes Symposium on VLSI 2020: 33-38 - [c110]Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems. ICCAD 2020: 38:1-38:9 - [c109]Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. ICCAD 2020: 40:1-40:8 - [c108]Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi:
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. ISBI 2020: 614-618 - [c107]Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang:
Zero-Shot Medical Image Artifact Reduction. ISBI 2020: 862-866 - [c106]Xinrong Hu, Zeyang Yao, Furong Liu, Wen Xie, Hailong Qiu, Haoyu Dong, Qianjun Jia, Meiping Huang, Jian Zhuang, Xiaowei Xu, Yiyu Shi:
Joint Clinical Data and CT Image Based Prognosis: A Case Study on Postoperative Pulmonary Venous Obstruction Prediction. PRIME@MICCAI 2020: 58-67 - [c105]Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi:
ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease. MICCAI (4) 2020: 77-87 - [c104]Shunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo:
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation. MICCAI (4) 2020: 98-107 - [c103]Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi:
Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. MICCAI (4) 2020: 342-351 - [c102]Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo:
MS-NAS: Multi-scale Neural Architecture Search for Medical Image Segmentation. MICCAI (1) 2020: 388-397 - [c101]Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen:
Orchestrating Medical Image Compression and Remote Segmentation Networks. MICCAI (4) 2020: 406-416 - [c100]Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi:
ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation. MICCAI (6) 2020: 447-457 - [c99]Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato:
BUNET: Blind Medical Image Segmentation Based on Secure UNET. MICCAI (2) 2020: 612-622 - [c98]Yukun Ding, Jinglan Liu, Xiaowei Xu, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi:
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation. MIDL 2020: 156-173 - [i38]Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato:
NASS: Optimizing Secure Inference via Neural Architecture Search. CoRR abs/2001.11854 (2020) - [i37]Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi:
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks. CoRR abs/2002.04116 (2020) - [i36]Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi:
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. CoRR abs/2002.12130 (2020) - [i35]Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato:
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition. CoRR abs/2003.05328 (2020) - [i34]Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu:
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. CoRR abs/2004.11293 (2020) - [i33]Weiwen Jiang, Jinjun Xiong, Yiyu Shi:
Can Quantum Computers Learn Like Classical Computers? A Co-Design Framework for Machine Learning and Quantum Circuits. CoRR abs/2006.14815 (2020) - [i32]Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. CoRR abs/2007.03213 (2020) - [i31]Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo:
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation. CoRR abs/2007.06151 (2020) - [i30]Shunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo:
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation. CoRR abs/2007.06341 (2020) - [i29]Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato:
BUNET: Blind Medical Image Segmentation Based on Secure UNET. CoRR abs/2007.06855 (2020) - [i28]Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi:
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start. CoRR abs/2007.09087 (2020) - [i27]Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi:
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation. CoRR abs/2007.09455 (2020) - [i26]Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. CoRR abs/2008.07071 (2020) - [i25]Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems. CoRR abs/2008.08060 (2020) - [i24]Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang:
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. CoRR abs/2011.02155 (2020) - [i23]Weiwen Jiang, Jinjun Xiong, Yiyu Shi:
When Machine Learning Meets Quantum Computers: A Case Study. CoRR abs/2012.10360 (2020) - [i22]Yutian Chen, Xiaowei Xu, Dewen Zeng, Yiyu Shi, Haiyun Yuan, Jian Zhuang, Yuhao Dong, Qianjun Jia, Meiping Huang:
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis. CoRR abs/2012.14564 (2020)
2010 – 2019
- 2019
- [j49]Dawei Li, Xiaowei Xu, Leibo Liu, Li Zhang, Cheng Zhuo, Yiyu Shi:
Optimal design of a low-power, phase-switching modulator for implantable medical applications. Integr. 69: 289-300 (2019) - [j48]Tianchen Wang, Sandeep Kumar Samal, Sung Kyu Lim, Yiyu Shi:
Entropy Production-Based Full-Chip Fatigue Analysis: From Theory to Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 84-95 (2019) - [j47]Grace Li Zhang, Bing Li, Yiyu Shi, Jiang Hu, Ulf Schlichtmann:
EffiTest2: Efficient Delay Test and Prediction for Post-Silicon Clock Skew Configuration Under Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(4): 705-718 (2019) - [j46]Xiaowei Xu, Feng Lin, Wenyao Xu, Xinwei Yao, Yiyu Shi, Dewen Zeng, Yu Hu:
MDA: A Reconfigurable Memristor-Based Distance Accelerator for Time Series Mining on Data Centers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(5): 785-797 (2019) - [j45]Cheng Zhuo, Kassan Unda, Yiyu Shi, Wei-Kai Shih:
From Layout to System: Early Stage Power Delivery and Architecture Co-Exploration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(7): 1291-1304 (2019) - [j44]Leibo Liu, Qiang Wang, Wenping Zhu, Huiyu Mo, Tianchen Wang, Shouyi Yin, Yiyu Shi, Shaojun Wei:
A Face Alignment Accelerator Based on Optimized Coarse-to-Fine Shape Searching. IEEE Trans. Circuits Syst. Video Technol. 29(8): 2467-2481 (2019) - [j43]Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. ACM Trans. Embed. Comput. Syst. 18(5s): 67:1-67:23 (2019) - [j42]Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi:
Single-Inductor-Multiple-Tier Regulation: TSV-Inductor-Based On-Chip Buck Converters for 3-D IC Power Delivery. IEEE Trans. Very Large Scale Integr. Syst. 27(10): 2305-2316 (2019) - [c97]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi:
SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection. AAAI 2019: 5321-5328 - [c96]Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi:
Exploiting Computation Power of Blockchain for Biomedical Image Segmentation. CVPR Workshops 2019: 2802-2811 - [c95]Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang:
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CVPR 2019: 12687-12696 - [c94]Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. DAC 2019: 5 - [c93]Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu:
XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI. FPGA 2019: 305 - [c92]Changhao Chenli, Boyang Li, Yiyu Shi, Taeho Jung:
Energy-recycling Blockchain with Proof-of-Deep-Learning. IEEE ICBC 2019: 19-23 - [c91]Boyang Li, Jie Wu, Yiyu Shi:
Privacy-Aware Cost-Effective Scheduling Considering Non-Schedulable Appliances in Smart Home. ICESS 2019: 1-8 - [c90]Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi:
On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks. ICLR (Poster) 2019 - [c89]Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi:
Real-Time Adversarial Attacks. IJCAI 2019: 4672-4680 - [c88]Tianhao Shen, Di Gao, Yiyu Shi, Cheng Zhuo:
Power Delivery Resonant Virus: Concept and Applications. ISLPED 2019: 1-6 - [c87]Xinyi Zhang, Weiwen Jiang, Yiyu Shi, Jingtong Hu:
When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design. ISVLSI 2019: 25-30 - [c86]Xiaowei Xu, Tianchen Wang, Yiyu Shi, Haiyun Yuan, Qianjun Jia, Meiping Huang, Jian Zhuang:
Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching. MICCAI (2) 2019: 477-485 - [c85]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi:
MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation. MICCAI (2) 2019: 614-622 - [c84]Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang:
Accurate Congenital Heart Disease Model Generation for 3D Printing. SiPS 2019: 127-130 - [c83]Qingkai Zeng, Mengxia Yu, Wenhao Yu, Jinjun Xiong, Yiyu Shi, Meng Jiang:
Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method. TextGraphs@EMNLP 2019: 140-150 - [c82]Xueying Wang, Haiqiao Zhang, Qi Li, Yiyu Shi, Meng Jiang:
A Novel Unsupervised Approach for Precise Temporal Slot Filling from Incomplete and Noisy Temporal Contexts. WWW 2019: 3328-3334 - [e2]An Zeng, Dan Pan, Tianyong Hao, Daoqiang Zhang, Yiyu Shi, Xiaowei Song:
Human Brain and Artificial Intelligence - First International Workshop, HBAI 2019, Held in Conjunction with IJCAI 2019, Macao, China, August 12, 2019, Revised Selected Papers. Communications in Computer and Information Science 1072, Springer 2019, ISBN 978-981-15-1397-8 [contents] - [e1]Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen:
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Lecture Notes in Computer Science 11851, Springer 2019, ISBN 978-3-030-33641-7 [contents] - [i21]Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. CoRR abs/1901.11211 (2019) - [i20]Changhao Chenli, Boyang Li, Yiyu Shi, Taeho Jung:
Energy-recycling Blockchain with Proof-of-Deep-Learning. CoRR abs/1902.03912 (2019) - [i19]Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi:
Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms. CoRR abs/1903.02050 (2019) - [i18]Yukun Ding, Yiyu Shi:
Real-Time Boiler Control Optimization with Machine Learning. CoRR abs/1903.04958 (2019) - [i17]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi:
SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection. CoRR abs/1903.07663 (2019) - [i16]Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi:
Exploiting Computation Power of Blockchain for Biomedical Image Segmentation. CoRR abs/1904.07349 (2019) - [i15]Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang:
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CoRR abs/1904.08487 (2019) - [i14]Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi:
Real-Time Adversarial Attacks. CoRR abs/1905.13399 (2019) - [i13]Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu:
Hardware/Software Co-Exploration of Neural Architectures. CoRR abs/1907.04650 (2019) - [i12]Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang:
Accurate Congenital Heart Disease Model Generation for 3D Printing. CoRR abs/1907.05273 (2019) - [i11]Weiwen Jiang, Edwin Hsing-Mean Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. CoRR abs/1907.08985 (2019) - [i10]Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo:
When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. CoRR abs/1909.04697 (2019) - [i9]Boyang Li, Jie Wu, Yiyu Shi:
Privacy-Aware Cost-Effective Scheduling Considering Non-Schedulable Appliances in Smart Home. CoRR abs/1909.05300 (2019) - [i8]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Yiyu Shi, Haiyun Yuan, Meiping Huang, Jian Zhuang:
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation. CoRR abs/1909.06726 (2019) - [i7]Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
On Neural Architecture Search for Resource-Constrained Hardware Platforms. CoRR abs/1911.00105 (2019) - [i6]Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. CoRR abs/1911.00139 (2019) - 2018
- [j41]Baixin Chen, Cheng Zhuo, Yiyu Shi:
A physics-aware methodology for equivalent circuit model extraction of TSV-inductors. Integr. 63: 160-166 (2018) - [j40]Zhongyang Liu, Shaoheng Luo, Xiaowei Xu, Yiyu Shi, Cheng Zhuo:
A Multi-Level-Optimization Framework for FPGA-Based Cellular Neural Network Implementation. ACM J. Emerg. Technol. Comput. Syst. 14(4): 47:1-47:17 (2018) - [j39]Xiaowei Xu, Qing Lu, Tianchen Wang, Yu Hu, Chen Zhuo, Jinglan Liu, Yiyu Shi:
Efficient Hardware Implementation of Cellular Neural Networks with Incremental Quantization and Early Exit. ACM J. Emerg. Technol. Comput. Syst. 14(4): 48:1-48:20 (2018) - [j38]Hui Geng, Kevin A. Kwiat, Charles A. Kamhoua, Yiyu Shi:
On Random Dynamic Voltage Scaling for Internet-of-Things: A Game-Theoretic Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(1): 123-132 (2018) - [j37]Yilei Li, Kirti Dhwaj, Chien-Heng Wong, Yuan Du, Li Du, Yiwu Tang, Yiyu Shi, Tatsuo Itoh, Mau-Chung Frank Chang:
A Novel Fully Synthesizable All-Digital RF Transmitter for IoT Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(1): 146-158 (2018) - [j36]Grace Li Zhang, Bing Li, Jinglan Liu, Yiyu Shi, Ulf Schlichtmann:
Design-Phase Buffer Allocation for Post-Silicon Clock Binning by Iterative Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(2): 392-405 (2018) - [j35]Xiaowei Xu, Feng Lin, Aosen Wang, Xinwei Yao, Qing Lu, Wenyao Xu, Yiyu Shi, Yu Hu:
Accelerating Dynamic Time Warping With Memristor-Based Customized Fabrics. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(4): 729-741 (2018) - [j34]Yanan Lu, Leibo Liu, Yangdong Deng, Jian Weng, Shouyi Yin, Yiyu Shi, Shaojun Wei:
Triggered-Issuance and Triggered-Execution: A Control Paradigm to Minimize Pipeline Stalls in Distributed Controlled Coarse-Grained Reconfigurable Arrays. IEEE Trans. Parallel Distributed Syst. 29(10): 2360-2372 (2018) - [j33]Hsueh-Ling Yu, Yih-Lang Li, Tzu-Yi Liao, Tianchen Wang, Shu-Fei Tsai, Yiyu Shi:
Fast and Accurate Emissivity and Absolute Temperature Maps Measurement for Integrated Circuits. IEEE Trans. Very Large Scale Integr. Syst. 26(5): 912-923 (2018) - [j32]Travis E. Schulze, Daryl G. Beetner, Yiyu Shi, Kevin A. Kwiat, Charles A. Kamhoua:
Combating Data Leakage Trojans in Commercial and ASIC Applications With Time-Division Multiplexing and Random Encoding. IEEE Trans. Very Large Scale Integr. Syst. 26(10): 2007-2015 (2018) - [c81]Yukun Ding, Jinglan Liu, Jinjun Xiong, Meng Jiang, Yiyu Shi:
Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability. CIKM 2018: 2147-2154 - [c80]Xiaowei Xu, Qing Lu, Lin Yang, Xiaobo Sharon Hu, Danny Z. Chen, Yu Hu, Yiyu Shi:
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CVPR 2018: 8300-8308 - [c79]Baixin Chen, Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi:
Modeling and optimization of magnetic core TSV-inductor for on-chip DC-DC converter. ICCAD 2018: 16 - [c78]Xiaowei Xu, Tianchen Wang, Qing Lu, Yiyu Shi:
Resource constrained cellular neural networks for real-time obstacle detection using FPGAs. ISQED 2018: 437-440 - [i5]Yukun Ding, Jinglan Liu, Yiyu Shi:
On the Universal Approximability of Quantized ReLU Neural Networks. CoRR abs/1802.03646 (2018) - [i4]Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi:
PBGAN: Partial Binarization of Deconvolution Based Generators. CoRR abs/1802.09153 (2018) - [i3]Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi:
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CoRR abs/1803.04907 (2018) - [i2]Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi:
DAC-SDC Low Power Object Detection Challenge for UAV Applications. CoRR abs/1809.00110 (2018) - 2017
- [j31]Po-Yi Wu, Wai-Kei Mak, Ting-Chi Wang, Cheng Zhuo, Kassan Unda, Yiyu Shi:
A routing framework for technology migration with bump encroachment. Integr. 58: 1-8 (2017) - [j30]Khalid Al-Jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi:
Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(5): 775-788 (2017) - [c77]Yu-Guang Chen, Michihiro Shintani, Takashi Sato, Yiyu Shi, Shih-Chieh Chang:
Pattern based runtime voltage emergency prediction: An instruction-aware block sparse compressed sensing approach. ASP-DAC 2017: 543-548 - [c76]Kassan Unda, Chung-Han Chou, Shih-Chieh Chang, Cheng Zhuo, Yiyu Shi:
CN-SIM: A cycle-accurate full system power delivery noise simulator. ASP-DAC 2017: 554-559 - [c75]Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu:
An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers. DAC 2017: 58:1-58:6 - [c74]Travis E. Schulze, Daryl G. Beetner, Yiyu Shi, Kevin A. Kwiat, Charles A. Kamhoua, Laurent Njilla:
Combating Data Leakage Trojans in Sequential Circuits Through Randomized Encoding. DASC/PiCom/DataCom/CyberSciTech 2017: 639-644 - [c73]Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Cheng Zhuo, Xiaobo Sharon Hu, Yiyu Shi:
Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks. ICCAD 2017: 880-887 - [c72]Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Yu Hu, Yiyu Shi:
Efficient hardware implementation of cellular neural networks with powers-of-two based incremental quantization. NCS 2017: 1:1-1:10 - [c71]Zhongyang Liu, Shaoheng Luo, Xiaowei Xu, Yiyu Shi, Cheng Zhuo:
FPGA based cellular neural network optimization: from design space to system. NCS 2017: 8:1-8:7 - [c70]Tianchen Wang, Kangli Hao, Chunchen Liu, Yiyu Shi:
Resource constrained real-time lane-vehicle detection for advanced driver assistance on mobile devices. SAC 2017: 1430-1435 - [c69]Jinglan Liu, Yukun Ding, Jianlei Yang, Ulf Schlichtmann, Yiyu Shi:
Generative adversarial network based scalable on-chip noise sensor placement. SoCC 2017: 239-242 - [c68]Baris Yigit, Grace Li Zhang, Bing Li, Yiyu Shi, Ulf Schlichtmann:
Application of machine learning methods in post-silicon yield improvement. SoCC 2017: 243-248 - [i1]Grace Li Zhang, Bing Li, Jinglan Liu, Yiyu Shi, Ulf Schlichtmann:
Design-Phase Buffer Allocation for Post-Silicon Clock Binning by Iterative Learning. CoRR abs/1705.04995 (2017) - 2016
- [j29]Hui Geng, Jianming Liu, Jinglan Liu, Pei-Wen Luo, Liang-Chia Cheng, Steven L. Grant, Yiyu Shi:
Selective body biasing for post-silicon tuning of sub-threshold designs: A semi-infinite programming approach with Incremental Hypercubic Sampling. Integr. 55: 465-473 (2016) - [j28]Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi:
On the Optimal Threshold Voltage Computation of On-Chip Noise Sensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(10): 1744-1754 (2016) - [j27]Chang Xu, Guojie Luo, Peixin Li, Yiyu Shi, Iris Hui-Ru Jiang:
Analytical Clustering Score with Application to Postplacement Register Clustering. ACM Trans. Design Autom. Electr. Syst. 21(3): 41:1-41:18 (2016) - [j26]Yu-Wei Wu, Yiyu Shi, Sudip Roy, Tsung-Yi Ho:
Obstacle-Avoiding Wind Turbine Placement for Power Loss and Wake Effect Optimization. ACM Trans. Design Autom. Electr. Syst. 22(1): 5:1-5:24 (2016) - [c67]Bingjun Xiao, Jinjun Xiong, Yiyu Shi:
Novel applications of deep learning hidden features for adaptive testing. ASP-DAC 2016: 743-748 - [c66]Cheng Zhuo, Kassan Unda, Yiyu Shi, Wei-Kai Shih:
A novel cross-layer framework for early-stage power delivery and architecture co-exploration. DAC 2016: 71:1-71:6 - [c65]Travis E. Schulze, Kevin A. Kwiat, Charles A. Kamhoua, Shih-Chieh Chang, Yiyu Shi:
RECORD: Temporarily Randomized Encoding of COmbinational Logic for Resistance to Data Leakage from hardware Trojan. AsianHOST 2016: 1-6 - [c64]Jie Wu, Jinglan Liu, Xiaobo Sharon Hu, Yiyu Shi:
Privacy protection via appliance scheduling in smart homes. ICCAD 2016: 106 - [c63]Jie Wu, Ulf Schlichtmann, Yiyu Shi:
On the measurement of power grid robustness under load uncertainties. SmartGridComm 2016: 218-223 - 2015
- [j25]Yiyu Shi, Takashi Sato:
Introduction to: Special Issue on Cross-Layer System Design. ACM J. Emerg. Technol. Comput. Syst. 12(3): 20:1-20:2 (2015) - [j24]Yu-Guang Chen, Wan-Yu Wen, Yiyu Shi, Wing-Kai Hon, Shih-Chieh Chang:
Novel Spare TSV Deployment for 3-D ICs Considering Yield and Timing Constraints. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(4): 577-588 (2015) - [j23]Hui Geng, Jianming Liu, Pei-Wen Luo, Liang-Chia Cheng, Steven L. Grant, Yiyu Shi:
Selective Body Biasing for Post-Silicon Tuning of Sub-Threshold Designs: An Adaptive Filtering Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(5): 713-725 (2015) - [j22]Chao Zhang, Wenjian Yu, Qing Wang, Yiyu Shi:
Fast Random Walk Based Capacitance Extraction for the 3-D IC Structures With Cylindrical Inter-Tier-Vias. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(12): 1977-1990 (2015) - [j21]Umamaheswara Rao Tida, Rongbo Yang, Cheng Zhuo, Yiyu Shi:
On the Efficacy of Through-Silicon-Via Inductors. IEEE Trans. Very Large Scale Integr. Syst. 23(7): 1322-1334 (2015) - [j20]Yu Wang, Song Yao, Shuai Tao, Xiaoming Chen, Yuchun Ma, Yiyu Shi, Huazhong Yang:
HS3-DPG: Hierarchical Simulation for 3-D P/G Network. IEEE Trans. Very Large Scale Integr. Syst. 23(10): 2307-2311 (2015) - [c62]Yu-Wei Wu, Yiyu Shi, Sudip Roy, Tsung-Yi Ho:
Obstacle-avoiding wind turbine placement for power-loss and wake-effect optimization. ASP-DAC 2015: 202-207 - [c61]Yang Liu, Shiyan Hu, Jie Wu, Yiyu Shi, Yier Jin, Yu Hu, Xiaowei Li:
Impact assessment of net metering on smart home cyberattack detection. DAC 2015: 97:1-97:6 - [c60]Tao Wang, Jinglan Liu, Cheng Zhuo, Yiyu Shi:
1-Bit Compressed Sensing Based Framework for Built-in Resonance Frequency Prediction Using On-Chip Noise Sensors. ICCAD 2015: 721-728 - [c59]Tianchen Wang, Sandeep Kumar Samal, Sung Kyu Lim, Yiyu Shi:
A Novel Entropy Production Based Full-Chip TSV Fatigue Analysis. ICCAD 2015: 744-751 - [c58]Jinglan Liu, Da-Cheng Juan, Yiyu Shi:
Effective CAD Research in the Sea of Papers. ICCAD 2015: 781-785 - [c57]Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi:
Optimal selected phasor measurement units for identifying multiple line outages in smart grid. ISGT 2015: 1-5 - [c56]Yu-Guang Chen, Wan-Yu Wen, Tao Wang, Yiyu Shi, Shih-Chieh Chang:
Q-Learning Based Dynamic Voltage Scaling for Designs with Graceful Degradation. ISPD 2015: 41-48 - [c55]Chang Xu, Peixin Li, Guojie Luo, Yiyu Shi, Iris Hui-Ru Jiang:
Analytical Clustering Score with Application to Post-Placement Multi-Bit Flip-Flop Merging. ISPD 2015: 93-100 - [c54]Jie Wu, Peter Feldmann, Jinjun Xiong, Yiyu Shi:
Multi-threading based parallel dynamic simulator for transient behavior analysis of power systems. SmartGridComm 2015: 762-767 - 2014
- [j19]Fang Gong, Hao Yu, Yiyu Shi, Lei He:
Variability-Aware Parametric Yield Estimation for Analog/Mixed-Signal Circuits: Concepts, Algorithms, and Challenges. IEEE Des. Test 31(4): 6-15 (2014) - [j18]Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi:
Novel Through-Silicon-Via Inductor-Based On-Chip DC-DC Converter Designs in 3D ICs. ACM J. Emerg. Technol. Comput. Syst. 11(2): 16:1-16:14 (2014) - [j17]Yu-Guang Chen, Hui Geng, Kuan-Yu Lai, Yiyu Shi, Shih-Chieh Chang:
Multibit Retention Registers for Power Gated Designs: Concept, Design, and Deployment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(4): 507-518 (2014) - [j16]Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi:
On the Deployment of On-Chip Noise Sensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(4): 519-531 (2014) - [j15]Chenye Wu, Yiyu Shi, Soummya Kar:
Exploring demand flexibility in heterogeneous aggregators: An LMP-based pricing scheme. ACM Trans. Embed. Comput. Syst. 13(2s): 57:1-57:17 (2014) - [j14]Chun Zhang, Dian Ma, Changzhi Li, Yiyu Shi:
Runtime Self-Calibrated Temperature-Stress Cosensor for 3-D Integrated Circuits. IEEE Trans. Very Large Scale Integr. Syst. 22(11): 2411-2417 (2014) - [c53]Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi:
Through-silicon-via inductor: Is it real or just a fantasy? ASP-DAC 2014: 837-842 - [c52]Yu-Guang Chen, Tao Wang, Kuan-Yu Lai, Wan-Yu Wen, Yiyu Shi, Shih-Chieh Chang:
Critical Path Monitor Enabled Dynamic Voltage Scaling for Graceful Degradation in Sub-Threshold Designs. DAC 2014: 98:1-98:6 - [c51]Yu-Guang Chen, Kuan-Yu Lai, Ming-Chao Lee, Yiyu Shi, Wing-Kai Hon, Shih-Chieh Chang:
Yield and timing constrained spare TSV assignment for three-dimensional integrated circuits. DATE 2014: 1-4 - [c50]Yiyu Shi, Hung-Ming Chen:
Memcomputing: The cape of good hope: [Extended special session description]. DATE 2014: 1-3 - [c49]Chun Zhang, Peng Deng, Hui Geng, Jianming Liu, Qi Zhu, Jinjun Xiong, Yiyu Shi:
MSim: A general cycle accurate simulation platform for memcomputing studies. DATE 2014: 1-5 - [c48]Hao Zhu, Yiyu Shi:
Phasor Measurement Unit Placement for Identifying Power Line Outages in Wide-Area Transmission System Monitoring. HICSS 2014: 2483-2492 - [c47]Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi:
Real time anomaly detection in wide area monitoring of smart grids. ICCAD 2014: 197-204 - [c46]Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi:
Variation aware optimal threshold voltage computation for on-chip noise sensors. ICCAD 2014: 205-212 - [c45]Hsueh-Ling Yu, Yih-Lang Li, Tzu-Yi Liao, Tianchen Wang, Yiyu Shi, Shu-Fei Tsai:
Fast and accurate emissivity and absolute temperature maps measurement for integrated circuits. ICCAD 2014: 542-549 - [c44]Wenjian Yu, Chao Zhang, Qing Wang, Yiyu Shi:
Random walk based capacitance extraction for 3D ICs with cylindrical inter-tier-vias. ICCAD 2014: 702-709 - [c43]Umamaheswara Rao Tida, Varun Mittapalli, Cheng Zhuo, Yiyu Shi:
Opportunistic through-silicon-via inductor utilization in LC resonant clocks: concept and algorithms. ICCAD 2014: 750-757 - [c42]Jie Wu, Jinjun Xiong, Yiyu Shi:
Ambiguity group based location recognition for multiple power line outages in smart grids. ISGT 2014: 1-5 - [c41]Umamaheswara Rao Tida, Varun Mittapalli, Cheng Zhuo, Yiyu Shi:
"Green" On-chip Inductors in Three-Dimensional Integrated Circuits. ISVLSI 2014: 571-576 - [c40]Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi:
Optimal PMU placement for identification of multiple power line outages in smart grids. MWSCAS 2014: 354-357 - [c39]Khalid Al-Jabery, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi:
A novel grid load management technique using electric water heaters and Q-learning. SmartGridComm 2014: 776-781 - 2013
- [j13]Guojie Luo, Yiyu Shi, Jason Cong:
An Analytical Placement Framework for 3-D ICs and Its Extension on Thermal Awareness. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(4): 510-523 (2013) - [j12]Chiao-Ling Lung, Yu-Shih Su, Hsih-Hsiu Huang, Yiyu Shi, Shih-Chieh Chang:
Through-Silicon Via Fault-Tolerant Clock Networks for 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(7): 1100-1109 (2013) - [j11]Yiyu Shi, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah:
Order statistics for correlated random variables and its application to at-speed testing. ACM Trans. Design Autom. Electr. Syst. 18(3): 42:1-42:20 (2013) - [c38]Shuai Tao, Xiaoming Chen, Yu Wang, Yuchun Ma, Yiyu Shi, Hui Wang, Huazhong Yang:
HS3DPG: Hierarchical simulation for 3D P/G network. ASP-DAC 2013: 509-514 - [c37]Chun Zhang, Moongon Jung, Sung Kyu Lim, Yiyu Shi:
Novel crack sensor for TSV-based 3D integrated circuits: design and deployment perspectives. ICCAD 2013: 371-378 - [c36]Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi:
Eagle-eye: a near-optimal statistical framework for noise sensor placement. ICCAD 2013: 437-443 - [c35]Pei-Wen Luo, Chun Zhang, Yung-Tai Chang, Liang-Chia Cheng, Hung-Hsie Lee, Bih-Lan Sheu, Yu-Shih Su, Ding-Ming Kwai, Yiyu Shi:
Benchmarking for research in power delivery networks of three-dimensional integrated circuits. ISPD 2013: 17-24 - [c34]Chang-Cheng Tsai, Yiyu Shi, Guojie Luo, Iris Hui-Ru Jiang:
FF-bond: multi-bit flip-flop bonding at placement. ISPD 2013: 147-153 - [c33]Chung-Han Chou, Nien-Yu Tsai, Hao Yu, Yiyu Shi, Jui-Hung Chien, Shih-Chieh Chang:
On the futility of thermal through-silicon-vias. VLSI-DAT 2013: 1-6 - 2012
- [j10]Ming-Chao Lee, Yiyu Shi, Shih-Chieh Chang:
Efficient Wakeup Scheduling Considering Both Resource Usage and Timing Budget for Power Gating Designs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(7): 1041-1049 (2012) - [j9]Jun Wu, Yiyu Shi, Minsu Choi:
Measurement and Evaluation of Power Analysis Attacks on Asynchronous S-Box. IEEE Trans. Instrum. Meas. 61(10): 2765-2775 (2012) - [j8]Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti:
Worst-Case Estimation for Data-Dependent Timing Jitter and Amplitude Noise in High-Speed Differential Link. IEEE Trans. Very Large Scale Integr. Syst. 20(1): 89-97 (2012) - [c32]Tao Wang, Pei-Wen Luo, Yu-Shih Su, Liang-Chia Cheng, Ding-Ming Kwai, Yiyu Shi:
Capturing the phantom of the power grid - on the runtime adaptive techniques for noise reduction. ASP-DAC 2012: 640-645 - [c31]Hui Geng, Jun Wu, Jianming Liu, Minsu Choi, Yiyu Shi:
Utilizing random noise in cryptography: Where is the Tofu? ICCAD 2012: 163-167 - [c30]Yu-Guang Chen, Yiyu Shi, Kuan-Yu Lai, Hui Geng, Shih-Chieh Chang:
Efficient multiple-bit retention register assignment for power gated design: Concept and algorithms. ICCAD 2012: 309-316 - [c29]Ming-Chao Lee, Yiyu Shi, Yu-Guang Chen, Diana Marculescu, Shih-Chieh Chang:
Efficient on-line module-level wake-up scheduling for high performance multi-module designs. ISPD 2012: 97-104 - [c28]Pei-Wen Luo, Tao Wang, Chin-Long Wey, Liang-Chia Cheng, Bih-Lan Sheu, Yiyu Shi:
Reliable Power Delivery System Design for Three-Dimensional Integrated Circuits (3D ICs). ISVLSI 2012: 356-361 - [c27]Hui Geng, Yiyu Shi, Ming Dong, Runsheng Liu:
A master-slave SoC structure for HMM based speech recognition. VLSI-DAT 2012: 1-4 - 2011
- [j7]Lei He, Shauki Elassaad, Yiyu Shi, Yu Hu, Wei Yao:
System-in-Package: Electrical and Layout Perspectives. Found. Trends Electron. Des. Autom. 4(4): 223-306 (2011) - [j6]Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He:
Runtime Resonance Noise Reduction with Current Prediction Enabled Frequency Actuator. IEEE Trans. Very Large Scale Integr. Syst. 19(3): 508-512 (2011) - [c26]Chiao-Ling Lung, Yu-Shih Su, Shih-Hsiu Huang, Yiyu Shi, Shih-Chieh Chang:
Fault-tolerant 3D clock network. DAC 2011: 645-651 - [c25]Jason Cong, Guojie Luo, Yiyu Shi:
Thermal-aware cell and through-silicon-via co-placement for 3D ICs. DAC 2011: 670-675 - [c24]Chung-Han Chou, Nien-Yu Tsai, Hao Yu, Che-Rung Lee, Yiyu Shi, Shih-Chieh Chang:
On the preconditioner of conjugate gradient method - A power grid simulation perspective. ICCAD 2011: 494-497 - [c23]Chiao-Ling Lung, Jui-Hung Chien, Yiyu Shi, Shih-Chieh Chang:
TSV fault-tolerant mechanisms with application to 3D clock networks. ISOCC 2011: 127-130 - [c22]Yiyu Shi, Jinjun Xiong:
Contingency constrained economic dispatch in smart grids with correlated demands. SmartGridComm 2011: 333-338 - [c21]Siyu Yue, Jiong Chen, Yuantao Gu, Chenye Wu, Yiyu Shi:
Dual-pricing policy for controller-side strategies in demand side management. SmartGridComm 2011: 357-362 - 2010
- [j5]Yiyu Shi, Lei He:
EMPIRE: An Efficient and Compact Multiple-Parameterized Model-Order Reduction Method for Physical Optimization. IEEE Trans. Very Large Scale Integr. Syst. 18(1): 108-118 (2010) - [j4]Hao Yu, Chunta Chu, Yiyu Shi, David Smart, Lei He, Sheldon X.-D. Tan:
Fast Analysis of a Large-Scale Inductive Interconnect by Block-Structure-Preserved Macromodeling. IEEE Trans. Very Large Scale Integr. Syst. 18(10): 1399-1411 (2010) - [c20]Fang Gong, Hao Yu, Yiyu Shi, Daesoo Kim, Junyan Ren, Lei He:
QuickYield: an efficient global-search based parametric yield estimation with performance constraints. DAC 2010: 392-397 - [c19]Bingjun Xiao, Yiyu Shi, Lei He:
A universal state-of-charge algorithm for batteries. DAC 2010: 687-692 - [c18]Yiyu Shi, Lei He:
Modeling and design for beyond-the-die power integrity. ICCAD 2010: 411-416
2000 – 2009
- 2009
- [c17]Yiyu Shi, Wei Yao, Jinjun Xiong, Lei He:
Incremental and on-demand random walk for iterative power distribution network analysis. ASP-DAC 2009: 185-190 - [c16]Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He:
Stochastic current prediction enabled frequency actuator for runtime resonance noise reduction. ASP-DAC 2009: 373-378 - [c15]Jinjun Xiong, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah:
Statistical multilayer process space coverage for at-speed test. DAC 2009: 340-345 - [c14]Jiniun Xionq, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah:
Pre-ATPG path selection for near optimal post-ATPG process space coverage. ICCAD 2009: 89-96 - [c13]Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti:
Joint design-time and post-silicon optimization for digitally tuned analog circuits. ICCAD 2009: 725-730 - [c12]Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti, Yu Hu:
Worst case timing jitter and amplitude noise in differential signaling. ISQED 2009: 40-46 - 2008
- [j3]Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He:
Efficient Decoupling Capacitance Budgeting Considering Operation and Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(7): 1253-1263 (2008) - [j2]Hao Yu, Yiyu Shi, Lei He, Tanay Karnik:
Thermal Via Allocation for 3-D ICs Considering Temporally and Spatially Variant Thermal Power. IEEE Trans. Very Large Scale Integr. Syst. 16(12): 1609-1619 (2008) - [c11]Yiyu Shi, Lei He, Chuanjin Richard Shi:
Scalable Symbolic Model Order Reduction. BMAS 2008: 112-117 - [c10]Chunchen Liu, Junjie Su, Yiyu Shi:
Temperature-aware clock tree synthesis considering spatiotemporal hot spot correlations. ICCD 2008: 107-113 - 2007
- [j1]Yiyu Shi, Paul Mesa, Hao Yu, Lei He:
Circuit-simulated obstacle-aware Steiner routing. ACM Trans. Design Autom. Electr. Syst. 12(3): 28:1-28:18 (2007) - [c9]Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He:
Efficient decoupling capacitance budgeting considering operation and process variations. ICCAD 2007: 803-810 - [c8]Yiyu Shi, Lei He:
Empire: an efficient and compact multiple-parameterized model order reduction method. ISPD 2007: 51-58 - 2006
- [c7]Zhen Cao, Tong Jing, Yu Hu, Yiyu Shi, Xianlong Hong, Xiaodong Hu, Guiying Yan:
DraXRouter: global routing in X-Architecture with dynamic resource assignment. ASP-DAC 2006: 618-623 - [c6]Yiyu Shi, Tong Jing, Lei He, Zhe Feng, Xianlong Hong:
CDCTree: novel obstacle-avoiding routing tree construction based on current driven circuit model. ASP-DAC 2006: 630-635 - [c5]Hao Yu, Yiyu Shi, Lei He:
Fast analysis of structured power grid by triangularization based structure preserving model order reduction. DAC 2006: 205-210 - [c4]Yiyu Shi, Paul Mesa, Hao Yu, Lei He:
Circuit simulation based obstacle-aware Steiner routing. DAC 2006: 385-388 - [c3]Hao Yu, Yiyu Shi, Lei He, David Smart:
A fast block structure preserving model order reduction for inverse inductance circuits. ICCAD 2006: 7-12 - [c2]Hao Yu, Yiyu Shi, Lei He, Tanay Karnik:
Thermal via allocation for 3D ICs considering temporally and spatially variant thermal power. ISLPED 2006: 156-161 - [c1]Yiyu Shi, Hao Yu, Lei He:
SAMSON: a generalized second-order arnoldi method for reducing multiple source linear network with susceptance. ISPD 2006: 25-32
Coauthor Index
[j80] [j79] [j78] [c192] [c188] [c181] [c180] [c178] [c177] [i121] [i116] [i113] [i109] [j72] [j71] [c174] [c173] [c168] [c163] [c161] [i97] [i87] [i85] [i83] [j67] [j66] [j64] [c154] [c152] [c148] [c147] [c145] [i81] [i80] [i78] [i77] [i75] [i67] [i66] [i65] [i58] [i57] [j58] [j56] [j55] [c141] [c137] [c136] [c134] [c130] [c128] [c125] [c124] [i51] [i50] [i43] [i39] [j53] [j52] [j50] [c120] [c115] [c110] [c109] [i34] [i32] [i28] [i26] [i25] [j43] [c94] [c93] [c87] [i21] [i13] [i11] [i7] [i6] [i2]
Xiaobo Sharon Hu
aka: X. Sharon Hu
aka: X. Sharon Hu
[j89] [j88] [j87] [j76] [j74] [c171] [j65] [i61] [j62] [j61] [j60] [j59] [c138] [c134] [c127] [c126] [c125] [c123] [c121] [i56] [i54] [i53] [i52] [i50] [i49] [i47] [i43] [i41] [c118] [c109] [c108] [c107] [c106] [c105] [c100] [c98] [i36] [i27] [i26] [i24] [i22] [c95] [c86] [c85] [c84] [i15] [i12] [i8]
[c178] [i109] [c173] [c168] [i87] [c156] [c152] [c149] [c147] [c144] [c143] [i78] [i71] [i62] [j57] [j56] [c142] [c135] [c133] [c132] [c131] [i55] [i46] [i45] [i44] [i40] [j52] [j50] [c120] [c114] [c112] [c109] [c102] [c99] [i38] [i37] [i33] [i31] [i29] [i28] [i26] [i23] [j43] [c94] [c93] [c87] [i21] [i13] [i11] [i7] [i6]
Edwin H.-M. Sha
aka: Edwin Hsing-Mean Sha
aka: Edwin Hsing-Mean Sha
[i125] [c195] [c187] [i120] [i115] [i111] [i103] [i102] [j65] [c142] [i46] [i45] [c117] [c108] [c100] [c98] [i36] [i33] [i27] [i23] [c97] [c90] [c85] [c83] [i19] [i17] [i8] [c81] [j30] [j28] [c67] [c57] [c54] [j16] [c49] [c47] [c46] [c42] [c40] [c39] [j11] [c36] [j6] [c22] [c17] [c16] [c15] [j3] [c9]
[j91] [j89] [j88] [j87] [j84] [c189] [c182] [c179] [c178] [i109] [i105] [i101] [j76] [j74] [j73] [j72] [c173] [c171] [c161] [c159] [i99] [i97] [i93] [j66] [j65] [c146] [c145] [i77] [i72] [i61] [j62] [j61] [j60] [j59] [j58] [c138] [c134] [c127] [c126] [c125] [c122] [c121] [i56] [i54] [i53] [i52] [i50] [i49] [i47] [i43] [i42] [i41] [j51] [c118] [c109] [c107] [c106] [c105] [c101] [c100] [c99] [c98] [i29] [i27] [i26] [i24] [i22] [j49] [j46] [c97] [c96] [c95] [c86] [c85] [c84] [i17] [i16] [i15] [i12] [i8] [i7] [j40] [j39] [j35] [c80] [c78] [i4] [i3] [i2] [c75] [c73] [c72] [c71]
[j89] [j88] [j87] [c182] [c179] [j76] [j74] [c171] [j65] [i61] [j62] [j61] [j60] [j59] [c138] [c134] [c127] [c126] [c125] [c123] [c121] [i56] [i54] [i53] [i52] [i50] [i49] [i47] [i43] [i41] [c118] [c109] [c108] [c107] [c106] [c105] [c100] [c98] [i36] [i27] [i26] [i24] [i22] [c95] [c86] [c85] [c84] [i15] [i12] [i8]
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