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2020 – today
- 2022
[j64]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): 24:1-24:3 (2022)- [j63]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) - [c145]Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi:
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. ASP-DAC 2022: 128-133 - [c144]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Decentralized Unsupervised Learning of Visual Representations. IJCAI 2022: 2326-2333 - [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 - [i71]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) - [i70]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) - [i69]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
SWIM: Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR abs/2202.08395 (2022) - [i68]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) - [i67]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR abs/2203.02110 (2022) - [i66]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) - [i65]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR abs/2204.10983 (2022) - [i64]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) - [i63]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks. CoRR abs/2205.13018 (2022) - [i62]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) - [i61]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) - [i60]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) - [i59]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) - [i58]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) - [i57]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed Contrastive Learning for Medical Image Segmentation. CoRR abs/2208.03808 (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:
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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,