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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
- 2024
[j85]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)- [j84]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) - [j83]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) - [j82]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) - [j81]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) - [j80]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) - [j79]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) - [j78]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) - [c182]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 - [c181]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 - [c180]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 - [c179]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 - [c178]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 - [c177]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 - [c176]Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi:
FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. MICCAI (10) 2024: 329-338 - [c175]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 - [i119]Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi:
U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR abs/2401.05357 (2024) - [i118]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) - [i117]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) - [i116]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) - [i115]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) - [i114]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) - [i113]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) - [i112]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) - [i111]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) - [i110]Jun Xia, Yiyu Shi:
Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. CoRR abs/2405.08183 (2024) - [i109]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) - [i108]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) - [i107]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) - [i106]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) - [i105]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) - [i104]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) - [i103]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) - [i102]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) - [i101]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi:
Contrastive Learning with Synthetic Positives. CoRR abs/2408.16965 (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]