| 2025 | AISTATS | The cost of local and global fairness in Federated Learning. | Yuying Duan, Gelei Xu, Yiyu Shi, Michael Lemmon |
| 2025 | ASPDAC | A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. | 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 |
| 2025 | CASES | Hardware-Aware Compilation and Simulation for In-Memory Computing. | Asif Ali Khan, Hadjer Benmeziane, Hamid Farzaneh, Joo Paulo C. de Lima, William Andrew Simon, Yiyu Shi, Zheyu Yan, Abu Sebastian, X. Sharon Hu, Jernimo Castrilln, Corey Lammie |
| 2025 | DATE | FairXbar: Improving the Fairness of Deep Neural Networks with Non-Ideal in-Memory Computing Hardware. | Sohan Salahuddin Mugdho, Yuanbo Guo, Ethan G. Rogers, Weiwei Zhao, Yiyu Shi, Cheng Wang |
| 2025 | DATE | NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs. | Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi |
| 2025 | DATE | Enabling Memory-Efficient On-Device Learning via Dataset Condensation. | Gelei Xu, Ningzhi Tang, Jun Xia, Ruiyang Qin, Wei Jin, Yiyu Shi |
| 2025 | ICCAD | Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge. | Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi |
| 2025 | ISCAS | QC-CNN: Highly Quantized Compressive CNN for Efficient Ventricular Arrhythmia Detection in Implantable Cardioverter Defibrillators. | Zining Wang, Jian Gao, Weidong Cao, Zhenge Jia, Yiyu Shi, Xuan Zhang |
| 2025 | MICCAI | Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Experts. | Gelei Xu, Yuying Duan, Zheyuan Liu, Xueyang Li, Meng Jiang, Michael Lemmon, Wei Jin, Yiyu Shi |
| 2025 | MICCAI | Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization. | Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2024 | ASPDAC | FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models : (Invited Paper). | Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi |
| 2024 | DAC | Invited: Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm. | Zhiding Liang, Gang Liu, Zheyuan Liu, Jinglei Cheng, Tianyi Hao, Kecheng Liu, Hang Ren, Zhixin Song, Ji Liu, Fanny Ye, Yiyu Shi |
| 2024 | DAC | Combining Parameterized Pulses and Contextual Subspace for More Practical VQE. | Zhiding Liang, Zhixin Song, Jinglei Cheng, Hang Ren, Tianyi Hao, Rui Yang, Yiyu Shi, Tongyang Li |
| 2024 | DAC | Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. | Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi |
| 2024 | ECCV | Contrastive Learning with Synthetic Positives. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi |
| 2024 | FPGA | SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. | Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou |
| 2024 | ICCAD | Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. | Jun Xia, Yi Zhang, Yiyu Shi |
| 2024 | ICCAD | A comparison on constrain encoding methods for quantum approximate optimization algorithm. | Yiwen Liu, Qingyue Jiao, Yiyu Shi, Ke Wan, Shangjie Guo |
| 2024 | ICCAD | Towards Uncertainty-Quantifiable Biomedical Intelligence: Mixed-signal Compute-in-Entropy for Bayesian Neural Networks. | 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 |
| 2024 | ICCAD | TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. | Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi |
| 2024 | ICCAD | Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. | Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi |
| 2024 | MICCAI | FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. | Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2024 | MICCAI | Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. | Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi |
| 2024 | MICCAI | Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. | Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2024 | MICCAI | Enhance Multi-modal and Multi-center Whole Heart Segmentation Using Data Augmentation and Model Calibration. | Charlie Tran, Andy Li, Aaron Espinoza, Sayem Kamal, Anoushka Samuel, Charles Jiang, Jian Zhuang, Yiyu Shi, Xiaowei Xu |
| 2023 | AAAI | Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2023 | ASPDAC | Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. | Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2023 | BMVC | Enhance Regional Wall Segmentation by Style Transfer for Regional Wall Motion Assessment. | Kaikai Liu, Yiyu Shi, Jian Zhuang, Meiping Huang, Hongwen Fei, Boyang Li, Jin Hong, Qing Lu, Erlei Zhang, Xiaowei Xu |
| 2023 | CHASE | Demo: Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring. | Zhenge Jia, Yiyu Shi |
| 2023 | DAC | Hybrid Gate-Pulse Model for Variational Quantum Algorithms. | Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi |
| 2023 | DAC | Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. | Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang |
| 2023 | DAC | AccALS: Accelerating Approximate Logic Synthesis by Selection of Multiple Local Approximate Changes. | Xuan Wang, Sijun Tao, Jingjing Zhu, Yiyu Shi, Weikang Qian |
| 2023 | ICCAD | DASALS: Differentiable Architecture Search-Driven Approximate Logic Synthesis. | Xuan Wang, Zheyu Yan, Chang Meng, Yiyu Shi, Weikang Qian |
| 2023 | ICCAD | Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. | Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi |
| 2023 | MICCAI | AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor. | Yu-Jen Chen, Xinrong Hu, Yiyu Shi, Tsung-Yi Ho |
| 2023 | MICCAI | Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis. | Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho |
| 2023 | MICCAI | Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. | Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi |
| 2023 | MICCAI | MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans. | Xueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi |
| 2023 | MICCAI | Additional Positive Enables Better Representation Learning for Medical Images. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2022 | ASPDAC | RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. | Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi |
| 2022 | CHASE | ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. | Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi |
| 2022 | DAC | The larger the fairer?: small neural networks can achieve fairness for edge devices. | Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang |
| 2022 | DAC | SWIM: selective write-verify for computing-in-memory neural accelerators. | Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi |
| 2022 | ICCAD | TorchQuantum Case Study for Robust Quantum Circuits. | Hanrui Wang, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han |
| 2022 | ICCAD | Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? | Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi |
| 2022 | IJCAI | Decentralized Unsupervised Learning of Visual Representations. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu |
| 2022 | MICCAI | RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. | Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi |
| 2022 | MICCAI | FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. | Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu |
| 2022 | QCE | Variational Quantum Pulse Learning. | 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 |
| 2022 | SIGMETRICS | One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. | Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren |
| 2021 | ASPDAC | When Machine Learning Meets Quantum Computers: A Case Study. | Weiwen Jiang, Jinjun Xiong, Yiyu Shi |
| 2021 | ASPDAC | Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. | Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2021 | ASPDAC | Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. | Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi |
| 2021 | ASPDAC | Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks. | Grace Li Zhang, Bing Li, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann |
| 2021 | DAC | Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks. | Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. | Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding |
| 2021 | DAC | Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. | Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2021 | ICCAD | Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow (Invited Paper). | Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Yiyu Shi, Weiwen Jiang |
| 2021 | ICCAD | Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs: (Invited Paper). | Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Yiyu Shi, Weiwen Jiang |
| 2021 | ICCAD | Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu |
| 2021 | ICCAD | Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper). | Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi |
| 2021 | IJCAI | Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs. | Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu |
| 2021 | MICCAI | Towards Efficient Human-Machine Collaboration: Real-Time Correction Effort Prediction for Ultrasound Data Acquisition. | Yukun Ding, Dewen Zeng, Mingqi Li, Hongwen Fei, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi |
| 2021 | MICCAI | Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. | Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi |
| 2021 | MICCAI | EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis. | Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu |
| 2021 | MICCAI | Federated Contrastive Learning for Volumetric Medical Image Segmentation. | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu |
| 2021 | MICCAI | Positional Contrastive Learning for Volumetric Medical Image Segmentation. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | ASPDAC | Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence. | Lei Yang, Weiwen Jiang, Weichen Liu, Edwin H.-M. Sha, Yiyu Shi, Jingtong Hu |
| 2020 | ASPDAC | When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. | Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo |
| 2020 | CVPR | ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition. | Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato |
| 2020 | CVPR | Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. | Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi |
| 2020 | DAC | Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. | Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu |
| 2020 | DAC | Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks. | Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi |
| 2020 | DATE | Statistical Training for Neuromorphic Computing using Memristor-based Crossbars Considering Process Variations and Noise. | Ying Zhu, Grace Li Zhang, Tianchen Wang, Bing Li, Yiyu Shi, Tsung-Yi Ho, Ulf Schlichtmann |
| 2020 | ECAI | NASS: Optimizing Secure Inference via Neural Architecture Search. | Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato |
| 2020 | ICCAD | Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems. | Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu |
| 2020 | ICCAD | Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. | Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi |
| 2020 | MICCAI | BUNET: Blind Medical Image Segmentation Based on Secure UNET. | Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato |
| 2020 | MICCAI | DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation. | Shunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo |
| 2020 | MICCAI | Joint Clinical Data and CT Image Based Prognosis: A Case Study on Postoperative Pulmonary Venous Obstruction Prediction. | Xinrong Hu, Zeyang Yao, Furong Liu, Wen Xie, Hailong Qiu, Haoyu Dong, Qianjun Jia, Meiping Huang, Jian Zhuang, Xiaowei Xu, Yiyu Shi |
| 2020 | MICCAI | Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. | Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi |
| 2020 | MICCAI | Orchestrating Medical Image Compression and Remote Segmentation Networks. | Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen |
| 2020 | MICCAI | ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation. | Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi |
| 2020 | MICCAI | ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease. | Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi |
| 2020 | MICCAI | MS-NAS: Multi-scale Neural Architecture Search for Medical Image Segmentation. | Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo |
| 2019 | AAAI | SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection. | Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi |
| 2019 | CVPR | Exploiting Computation Power of Blockchain for Biomedical Image Segmentation. | Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi |
| 2019 | CVPR | Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. | Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang |
| 2019 | DAC | Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. | Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu |
| 2019 | FPGA | XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI. | Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu |
| 2019 | ICLR | On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks. | Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi |
| 2019 | IJCAI | Real-Time Adversarial Attacks. | Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi |
| 2019 | ISLPED | Power Delivery Resonant Virus: Concept and Applications. | Tianhao Shen, Di Gao, Yiyu Shi, Cheng Zhuo |
| 2019 | MICCAI | MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation. | Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi |
| 2019 | MICCAI | Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching. | Xiaowei Xu, Tianchen Wang, Yiyu Shi, Haiyun Yuan, Qianjun Jia, Meiping Huang, Jian Zhuang |
| 2019 | WWW | A Novel Unsupervised Approach for Precise Temporal Slot Filling from Incomplete and Noisy Temporal Contexts. | Xueying Wang, Haiqiao Zhang, Qi Li, Yiyu Shi, Meng Jiang |
| 2018 | CIKM | Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability. | Yukun Ding, Jinglan Liu, Jinjun Xiong, Meng Jiang, Yiyu Shi |
| 2018 | CVPR | Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. | Xiaowei Xu, Qing Lu, Lin Yang, Xiaobo Sharon Hu, Danny Z. Chen, Yu Hu, Yiyu Shi |
| 2018 | ICCAD | Modeling and optimization of magnetic core TSV-inductor for on-chip DC-DC converter. | Baixin Chen, Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi |
| 2017 | ASPDAC | Pattern based runtime voltage emergency prediction: An instruction-aware block sparse compressed sensing approach. | Yu-Guang Chen, Michihiro Shintani, Takashi Sato, Yiyu Shi, Shih-Chieh Chang |
| 2017 | ASPDAC | CN-SIM: A cycle-accurate full system power delivery noise simulator. | Kassan Unda, Chung-Han Chou, Shih-Chieh Chang, Cheng Zhuo, Yiyu Shi |
| 2017 | DAC | An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers. | Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu |
| 2017 | DASC | Combating Data Leakage Trojans in Sequential Circuits Through Randomized Encoding. | Travis E. Schulze, Daryl G. Beetner, Yiyu Shi, Kevin A. Kwiat, Charles A. Kamhoua, Laurent Njilla |
| 2017 | ICCAD | Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks. | Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Cheng Zhuo, Xiaobo Sharon Hu, Yiyu Shi |
| 2017 | SAC | Resource constrained real-time lane-vehicle detection for advanced driver assistance on mobile devices. | Tianchen Wang, Kangli Hao, Chunchen Liu, Yiyu Shi |
| 2016 | ASPDAC | Novel applications of deep learning hidden features for adaptive testing. | Bingjun Xiao, Jinjun Xiong, Yiyu Shi |
| 2016 | DAC | A novel cross-layer framework for early-stage power delivery and architecture co-exploration. | Cheng Zhuo, Kassan Unda, Yiyu Shi, Wei-Kai Shih |
| 2016 | ICCAD | Privacy protection via appliance scheduling in smart homes. | Jie Wu, Jinglan Liu, Xiaobo Sharon Hu, Yiyu Shi |
| 2015 | ASPDAC | Obstacle-avoiding wind turbine placement for power-loss and wake-effect optimization. | Yu-Wei Wu, Yiyu Shi, Sudip Roy, Tsung-Yi Ho |
| 2015 | DAC | Impact assessment of net metering on smart home cyberattack detection. | Yang Liu, Shiyan Hu, Jie Wu, Yiyu Shi, Yier Jin, Yu Hu, Xiaowei Li |
| 2015 | ICCAD | Effective CAD Research in the Sea of Papers. | Jinglan Liu, Da-Cheng Juan, Yiyu Shi |
| 2015 | ICCAD | 1-Bit Compressed Sensing Based Framework for Built-in Resonance Frequency Prediction Using On-Chip Noise Sensors. | Tao Wang, Jinglan Liu, Cheng Zhuo, Yiyu Shi |
| 2015 | ICCAD | A Novel Entropy Production Based Full-Chip TSV Fatigue Analysis. | Tianchen Wang, Sandeep Kumar Samal, Sung Kyu Lim, Yiyu Shi |
| 2014 | ASPDAC | Through-silicon-via inductor: Is it real or just a fantasy? | Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi |
| 2014 | DAC | Critical Path Monitor Enabled Dynamic Voltage Scaling for Graceful Degradation in Sub-Threshold Designs. | Yu-Guang Chen, Tao Wang, Kuan-Yu Lai, Wan-Yu Wen, Yiyu Shi, Shih-Chieh Chang |
| 2014 | DATE | Yield and timing constrained spare TSV assignment for three-dimensional integrated circuits. | Yu-Guang Chen, Kuan-Yu Lai, Ming-Chao Lee, Yiyu Shi, Wing-Kai Hon, Shih-Chieh Chang |
| 2014 | DATE | Memcomputing: The cape of good hope: [Extended special session description]. | Yiyu Shi, Hung-Ming Chen |
| 2014 | DATE | MSim: A general cycle accurate simulation platform for memcomputing studies. | Chun Zhang, Peng Deng, Hui Geng, Jianming Liu, Qi Zhu, Jinjun Xiong, Yiyu Shi |
| 2014 | ICCAD | Opportunistic through-silicon-via inductor utilization in LC resonant clocks: concept and algorithms. | Umamaheswara Rao Tida, Varun Mittapalli, Cheng Zhuo, Yiyu Shi |
| 2014 | ICCAD | Variation aware optimal threshold voltage computation for on-chip noise sensors. | Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi |
| 2014 | ICCAD | Real time anomaly detection in wide area monitoring of smart grids. | Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi |
| 2014 | ICCAD | Fast and accurate emissivity and absolute temperature maps measurement for integrated circuits. | Hsueh-Ling Yu, Yih-Lang Li, Tzu-Yi Liao, Tianchen Wang, Yiyu Shi, Shu-Fei Tsai |
| 2014 | ICCAD | Random walk based capacitance extraction for 3D ICs with cylindrical inter-tier-vias. | Wenjian Yu, Chao Zhang, Qing Wang, Yiyu Shi |
| 2013 | ASPDAC | HS3DPG: Hierarchical simulation for 3D P/G network. | Shuai Tao, Xiaoming Chen, Yu Wang, Yuchun Ma, Yiyu Shi, Hui Wang, Huazhong Yang |
| 2013 | ICCAD | Eagle-eye: a near-optimal statistical framework for noise sensor placement. | Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi |
| 2013 | ICCAD | Novel crack sensor for TSV-based 3D integrated circuits: design and deployment perspectives. | Chun Zhang, Moongon Jung, Sung Kyu Lim, Yiyu Shi |
| 2012 | ASPDAC | Capturing the phantom of the power grid - on the runtime adaptive techniques for noise reduction. | Tao Wang, Pei-Wen Luo, Yu-Shih Su, Liang-Chia Cheng, Ding-Ming Kwai, Yiyu Shi |
| 2012 | ICCAD | Efficient multiple-bit retention register assignment for power gated design: Concept and algorithms. | Yu-Guang Chen, Yiyu Shi, Kuan-Yu Lai, Hui Geng, Shih-Chieh Chang |
| 2012 | ICCAD | Utilizing random noise in cryptography: Where is the Tofu? | Hui Geng, Jun Wu, Jianming Liu, Minsu Choi, Yiyu Shi |
| 2011 | DAC | Thermal-aware cell and through-silicon-via co-placement for 3D ICs. | Jason Cong, Guojie Luo, Yiyu Shi |
| 2011 | DAC | Fault-tolerant 3D clock network. | Chiao-Ling Lung, Yu-Shih Su, Shih-Hsiu Huang, Yiyu Shi, Shih-Chieh Chang |
| 2011 | ICCAD | On the preconditioner of conjugate gradient method - A power grid simulation perspective. | Chung-Han Chou, Nien-Yu Tsai, Hao Yu, Che-Rung Lee, Yiyu Shi, Shih-Chieh Chang |
| 2010 | DAC | QuickYield: an efficient global-search based parametric yield estimation with performance constraints. | Fang Gong, Hao Yu, Yiyu Shi, Daesoo Kim, Junyan Ren, Lei He |
| 2010 | DAC | A universal state-of-charge algorithm for batteries. | Bingjun Xiao, Yiyu Shi, Lei He |
| 2010 | ICCAD | Modeling and design for beyond-the-die power integrity. | Yiyu Shi, Lei He |
| 2009 | ASPDAC | Stochastic current prediction enabled frequency actuator for runtime resonance noise reduction. | Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He |
| 2009 | ASPDAC | Incremental and on-demand random walk for iterative power distribution network analysis. | Yiyu Shi, Wei Yao, Jinjun Xiong, Lei He |
| 2009 | DAC | Statistical multilayer process space coverage for at-speed test. | Jinjun Xiong, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah |
| 2009 | ICCAD | Pre-ATPG path selection for near optimal post-ATPG process space coverage. | Jiniun Xionq, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah |
| 2009 | ICCAD | Joint design-time and post-silicon optimization for digitally tuned analog circuits. | Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti |
| 2008 | ICCD | Temperature-aware clock tree synthesis considering spatiotemporal hot spot correlations. | Chunchen Liu, Junjie Su, Yiyu Shi |
| 2007 | ICCAD | Efficient decoupling capacitance budgeting considering operation and process variations. | Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He |
| 2006 | ASPDAC | DraXRouter: global routing in X-Architecture with dynamic resource assignment. | Zhen Cao, Tong Jing, Yu Hu, Yiyu Shi, Xianlong Hong, Xiaodong Hu, Guiying Yan |
| 2006 | ASPDAC | CDCTree: novel obstacle-avoiding routing tree construction based on current driven circuit model. | Yiyu Shi, Tong Jing, Lei He, Zhe Feng, Xianlong Hong |
| 2006 | DAC | Circuit simulation based obstacle-aware Steiner routing. | Yiyu Shi, Paul Mesa, Hao Yu, Lei He |
| 2006 | DAC | Fast analysis of structured power grid by triangularization based structure preserving model order reduction. | Hao Yu, Yiyu Shi, Lei He |
| 2006 | ICCAD | A fast block structure preserving model order reduction for inverse inductance circuits. | Hao Yu, Yiyu Shi, Lei He, David Smart |
| 2006 | ISLPED | Thermal via allocation for 3D ICs considering temporally and spatially variant thermal power. | Hao Yu, Yiyu Shi, Lei He, Tanay Karnik |