Yiyu Shi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 81

Top Topics

Weakly Supervised

Disease Diagnosis

Image Segmentation

Top Venues

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

Nat. Mac. Intell.

Publications

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 (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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) (2024)
Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho
Achieve Fairness without Demographics for Dermatological Disease Diagnosis. CoRR (2024)
Gelei Xu, Ningzhi Tang, Jun Xia, Wei Jin, Yiyu Shi
Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation. CoRR (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Jun Xia, Yiyu Shi
Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. CoRR (2024)
Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Gelei Xu, Ruiyang Qin, Zhi Zheng, Yiyu Shi
An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals. CoRR (2024)
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 (2024)
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 (2024)
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)
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) (2024)
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)
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) (2024)
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)
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 (2023)
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 (2023)
Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi
Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. CoRR (2023)
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 (2023)
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)
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)
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 (2023)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
Additional Positive Enables Better Representation Learning for Medical Images. CoRR (2023)
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)
Xuan Wang, Sijun Tao, Jingjing Zhu, Yiyu Shi, Weikang Qian
AccALS: Accelerating Approximate Logic Synthesis by Selection of Multiple Local Approximate Changes. DAC (2023)
Xuan Wang, Zheyu Yan, Chang Meng, Yiyu Shi, Weikang Qian
DASALS: Differentiable Architecture Search-Driven Approximate Logic Synthesis. ICCAD (2023)
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)
Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation. CoRR (2023)
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) (2023)
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) (2023)
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 (2023)
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)
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)
Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi
TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection. CoRR (2023)
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)
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 (2023)
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 (2023)
Zixuan Pan, Jianxu Chen, Yiyu Shi
Masked Diffusion as Self-supervised Representation Learner. CoRR (2023)
Zhenge Jia, Yiyu Shi
Demo: Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring. CHASE (2023)
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 (2023)
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)
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) (2023)
Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi
Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. MICCAI (4) (2023)
Xinrong Hu, Corey Wang, Yiyu Shi
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation. ICCV (Workshops) (2023)
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 (2023)
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)
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 (2023)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
Additional Positive Enables Better Representation Learning for Medical Images. MICCAI (1) (2023)
Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
Fair Multi-Exit Framework for Facial Attribute Classification. CoRR (2023)
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 (2023)
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 (2023)
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) (2023)
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)
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 (2023)
Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
Compute-in-Memory based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections. CoRR (2023)
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)
Boyang Li, Bingyu Shen, Qing Lu, Taeho Jung, Yiyu Shi
Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning. CoRR (2023)
Xinrong Hu, Xiaowei Xu, Yiyu Shi
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images. CoRR (2023)
Matheus Araujo, Dewen Zeng, Joao 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)
Zhenge Jia, Xiaowei Xu, Jingtong Hu, Yiyu Shi
Low-power object-detection challenge on unmanned aerial vehicles. Nat. Mac. Intell. 4 (12) (2022)
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)
Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi
ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. CHASE (2022)
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) (2022)
Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR (2022)
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 (2022)
Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System. CoRR (2022)
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 (2022)
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)
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)
Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM (2022)