Yiyu Shi

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 209

Top Venues

CoRR

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

ICCAD

ASP-DAC

Publications

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)
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 (2022)
Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Distributed Contrastive Learning for Medical Image Segmentation. CoRR (2022)
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 (2022)
Yiyu Shi, Yongpan Liu, Jianxu Chen, Steve Jiang
Guest Editorial: ACM JETC Special Issue on Hardware-Aware Learning for Medical Applications. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
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 (2022)
Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR (2022)
Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. MICCAI (1) (2022)
Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? CoRR (2022)
Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. ASP-DAC (2022)
Boyang Li, Qing Lu, Weiwen Jiang, Taeho Jung, Yiyu Shi
A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus. CoRR (2022)
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) (2022)
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 (2022)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. CoRR (2022)
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)
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 (2022)
Xinrong Hu, Corey Wang, Yiyu Shi
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation. CoRR (2022)
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 (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR (2022)
Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
SWIM: Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR (2022)
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 (2022)
Bingqian Lu, Zheyu Yan, Yiyu Shi, Shaolei Ren
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators. CoRR (2022)
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) (2022)
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)
Qing Lu, Weiwen Jiang, Meng Jiang, Jingtong Hu, Yiyu Shi
Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs. ISVLSI (2022)
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 (2022)
Jinglei Cheng, Hanrui Wang, Zhiding Liang, Yiyu Shi, Song Han, Xuehai Qian
TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits. CoRR (2022)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
Decentralized Unsupervised Learning of Visual Representations. IJCAI (2022)
Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
SWIM: selective write-verify for computing-in-memory neural accelerators. DAC (2022)
Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Distributed contrastive learning for medical image segmentation. Medical Image Anal. 81 (2022)
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 (2022)
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 (2022)
Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. SIGMETRICS (Abstracts) (2022)
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)
Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation. CoRR (2021)
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) (2021)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
Distributed Unsupervised Visual Representation Learning with Fused Features. CoRR (2021)
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 (2021)
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) (2021)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. DAC (2021)
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 (2021)
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 (2021)
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)
Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. CoRR (2021)
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) (2021)
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)
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 (2021)
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 (2021)
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 (2021)
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)
Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. CoRR (2021)
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)
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)
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)
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 (2021)
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 (2021)
Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi
Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. MICCAI (2) (2021)
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)
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) (2021)
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)
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) (2021)
Boyang Li, Qing Lu, Weiwen Jiang, Taeho Jung, Yiyu Shi
A mining pool solution for novel proof-of-neural-architecture consensus. IEEE ICBC (2021)
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) (2021)
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)
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 (2021)
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)
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) (2021)
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 (2021)
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)
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)
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)
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)
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) (2021)
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 (2021)
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
When Machine Learning Meets Quantum Computers: A Case Study. ASP-DAC (2021)
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 (2021)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR (2021)
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 (2021)
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)
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)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) (2021)
Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato
BUNET: Blind Medical Image Segmentation Based on Secure UNET. MICCAI (2) (2020)
Weiwen Jiang, Jinjun Xiong, Yiyu Shi
Can Quantum Computers Learn Like Classical Computers? A Co-Design Framework for Machine Learning and Quantum Circuits. CoRR (2020)
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 (2020)
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems. CoRR (2020)
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)
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)
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 (2020)
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)
Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato
NASS: Optimizing Secure Inference via Neural Architecture Search. CoRR (2020)
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 (2020)
Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation. CoRR (2020)
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)
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)
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)
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 (2020)
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 (2020)
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)

Yiyu Shi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yiyu Shi