Yiyu Shi - RankMe

453 papers A* 36A 52B 3C 2Misc 4Journal 239Unranked 115

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ADRD-Bench: A Preliminary LLM Benchmark for Alzheimer's Disease and Related Dementias. CoRR Guangxin Zhao, Jiahao Zheng, Malaz Boustani, Jarek Nabrzyski, Meng Jiang, Yiyu Shi, Zhi Zheng
2026	J	`jnl`	NeFT: Negative Feedback Training to Improve Robustness of Compute-in-Memory DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yifan Qin, Zheyu Yan, Dailin Gan, Jun Xia, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2026	J	`jnl`	Patient-Conditioned Adaptive Offsets for Reliable Diagnosis across Subgroups. CoRR Gelei Xu, Yuying Duan, Jun Xia, Ruining Deng, Wei Jin, Yiyu Shi
2026	J	`jnl`	Pavlov's Dog and Large Language Models: The Double-Edged Power of Context Conditioning. IEEE Intell. Syst. Denghui Zhang, Rushi Wang, Jiateng Liu, Kezia Oketch, Yiyu Shi, Heng Ji, Ahmed Abbasi
2026	J	`jnl`	Report for NSF Workshop on Algorithm-Hardware Co-design for Medical Applications. CoRR Peipei Zhou, Zheng Dong, Insup Lee, Aidong Zhang, Robert Dick, Majid Sarrafzadeh, Xiaodong Wu, Weisong Shi, Zhuoping Yang, Jingtong Hu, Yiyu Shi
2026	J	`jnl`	Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis. Medical Image Anal. Gelei Xu, Yuying Duan, Jun Xia, Ching-Hao Chiu, Michael Lemmon, Wei Jin, Yiyu Shi
2026	J	`jnl`	SGI: Structured 2D Gaussians for Efficient and Compact Large Image Representation. CoRR Zixuan Pan, Kaiyuan Tang, Jun Xia, Yifan Qin, Lin Gu, Chaoli Wang, Jianxu Chen, Yiyu Shi
2026	J	`jnl`	When Small Variations Become Big Failures: Reliability Challenges in Compute-in-Memory Neural Accelerators. CoRR Yifan Qin, Jiahao Zheng, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2025	—	`conf`	15.3 A 65nm Uncertainty-Quantifiable Ventricular Arrhythmia Detection Engine with 1.75µJ Per Inference. ISSCC Jianbo Liu, Zephan M. Enciso, Boyang Cheng, Likai Pei, Steven Davis, Yifan Qin, Zhenge Jia, Xiaobo Sharon Hu, Yiyu Shi, Ningyuan Cao
2025	—	`conf`	A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. ASP-DAC 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	—	`conf`	A 22nm Resource-Frugal Hyper-Heterogeneous Multi-Modal System-on-Chip Towards In-Orbit Computing. CICC Quan Cheng, Qiufeng Li, Weirong Dong, Mingtao Zhang, Ruilin Zhang, Mingqiang Huang, Hao Yu, Yiyu Shi, Hiromitsu Awano, Takashi Sato, Longyang Lin, Masanori Hashimoto
2025	J	`jnl`	AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays. CoRR Xueyang Li, Mingze Jiang, Gelei Xu, Jun Xia, Mengzhao Jia, Danny Chen, Yiyu Shi
2025	J	`jnl`	Combating Partial Perception Deficit in Autonomous Driving with Multimodal LLM Commonsense. CoRR Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong
2025	J	`jnl`	CompressKV: Semantic Retrieval Heads Know What Tokens are Not Important Before Generation. CoRR Xiaolin Lin, Jingcun Wang, Olga Kondrateva, Yiyu Shi, Bing Li, Grace Li Zhang
2025	J	`jnl`	Constrained multi-scale dense connections for biomedical image segmentation. Pattern Recognit. Jiawei Zhang, Yanchun Zhang, Hailong Qiu, Tianchen Wang, Xiaomeng Li, Shanfeng Zhu, Meiping Huang, Jian Zhuang, Yiyu Shi, Xiaowei Xu
2025	J	`jnl`	Contrastive Learning with Diffusion Features for Weakly Supervised Medical Image Segmentation. CoRR Dewen Zeng, Xinrong Hu, Yu-Jen Chen, Yawen Wu, Xiaowei Xu, Yiyu Shi
2025	J	`jnl`	Domain knowledge based comprehensive segmentation of Type-A aortic dissection with clinically-oriented evaluation. Medical Image Anal. Shanshan Song, Hailong Qiu, Meiping Huang, Jian Zhuang, Qing Lu, Yiyu Shi, Xiaomeng Li, Wen Xie, Guang Tong, Xiaowei Xu
2025	J	`jnl`	Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. ACM Trans. Design Autom. Electr. Syst. Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2025	A	`conf`	Enabling Memory-Efficient On-Device Learning via Dataset Condensation. DATE Gelei Xu, Ningzhi Tang, Jun Xia, Ruiyang Qin, Wei Jin, Yiyu Shi
2025	—	`conf`	Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization. FAIMI@MICCAI Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi
2025	J	`jnl`	FairLRF: Achieving Fairness through Sparse Low Rank Factorization. CoRR Yuanbo Guo, Jun Xia, Yiyu Shi
2025	A	`conf`	FairXbar: Improving the Fairness of Deep Neural Networks with Non-Ideal in-Memory Computing Hardware. DATE Sohan Salahuddin Mugdho, Yuanbo Guo, Ethan G. Rogers, Weiwei Zhao, Yiyu Shi, Cheng Wang
2025	—	`conf`	H-CNN-ViT: A Hierarchical Gated Attention Multi-Branch Model for Bladder Cancer Recurrence Prediction. BIBM Xueyang Li, Zongren Wang, Yuliang Zhang, Zixuan Pan, Yu-Jen Chen, Nishchal Sapkota, Gelei Xu, Danny Z. Chen, Yiyu Shi
2025	J	`jnl`	H-CNN-ViT: A Hierarchical Gated Attention Multi-Branch Model for Bladder Cancer Recurrence Prediction. CoRR Xueyang Li, Zongren Wang, Yuliang Zhang, Zixuan Pan, Yu-Jen Chen, Nishchal Sapkota, Gelei Xu, Danny Z. Chen, Yiyu Shi
2025	Misc	`conf`	Hardware-Aware Compilation and Simulation for In-Memory Computing. CASES Asif Ali Khan, Hadjer Benmeziane, Hamid Farzaneh, João Paulo C. de Lima, William Andrew Simon, Yiyu Shi, Zheyu Yan, Abu Sebastian, X. Sharon Hu, Jerónimo Castrillón, Corey Lammie
2025	J	`jnl`	Human Resilience in the AI Era - What Machines Can't Replace. CoRR Shaoshan Liu, Anina Schwarzenbach, Yiyu Shi
2025	J	`jnl`	HybridQ: Hybrid Classical-Quantum Generative Adversarial Network for Skin Disease Image Generation. CoRR Qingyue Jiao, Kangyu Zheng, Yiyu Shi, Zhiding Liang
2025	J	`jnl`	Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Expert. CoRR Gelei Xu, Yuying Duan, Zheyuan Liu, Xueyang Li, Meng Jiang, Michael Lemmon, Wei Jin, Yiyu Shi
2025	—	`conf`	Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Experts. MICCAI (14) Gelei Xu, Yuying Duan, Zheyuan Liu, Xueyang Li, Meng Jiang, Michael Lemmon, Wei Jin, Yiyu Shi
2025	J	`jnl`	Inpainting is All You Need: A Diffusion-based Augmentation Method for Semi-supervised Medical Image Segmentation. CoRR Xinrong Hu, Yiyu Shi
2025	J	`jnl`	MCC: Multi-Cluster Contrastive Semi-Supervised Segmentation Framework for Echocardiogram Videos. IEEE Access Yu-Jen Chen, Shr-Shiun Lin, Yiyu Shi, Tsung-Yi Ho, Xiaowei Xu
2025	—	`conf`	MGS-EP: Mask Guided Segmentation of Regional Wall with Expert Prior Pre-Decoupling. BIBM Dawei Li, Tienan Chen, Yongqiang Cui, Xiaowei Xu, Yiyu Shi
2025	—	`conf`	Multi-Exit Class Activation Map Guided Feature Masking for Unsupervised Out-of-Distribution Detection in Medical Imaging. BIBM Zixuan Pan, Yu-Jen Chen, Jun Xia, Max Ficco, Jianxu Chen, Tsung-Yi Ho, Yiyu Shi
2025	A	`conf`	NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs. DATE Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi
2025	J	`jnl`	NaturalEdit: Code Modification through Direct Interaction with Adaptive Natural Language Representation. CoRR Ningzhi Tang, David Meininger, Gelei Xu, Yiyu Shi, Yu Huang, Collin McMillan, Toby Jia-Jun Li
2025	C	`conf`	QC-CNN: Highly Quantized Compressive CNN for Efficient Ventricular Arrhythmia Detection in Implantable Cardioverter Defibrillators. ISCAS Zining Wang, Jian Gao, Weidong Cao, Zhenge Jia, Yiyu Shi, Xuan Zhang
2025	J	`jnl`	Quantization-based deep diversified ensemble for medical image segmentation. Eng. Appl. Artif. Intell. Jiawei Zhang, Jialin Wang, Qi Wang, Yanchun Zhang, Weihong Han, Yangyang Mei, Yiyu Shi, Jian Zhuang, Meiping Huang, Xiaowei Xu
2025	—	`conf`	Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective. BIBM Zixuan Pan, Jun Xia, Zheyu Yan, Guoyue Xu, Yifan Qin, Xueyang Li, Yawen Wu, Zhenge Jia, Jianxu Chen, Yiyu Shi
2025	J	`jnl`	Semi-supervised GAN for enhancing electrocardiogram time series diagnostics. Biomed. Signal Process. Control. Dawei Li, Tienan Chen, Cong Liu, Liqi Liao, Shaoping Chen, Yongqiang Cui, Li Zhang, Yiyu Shi, Xiaowei Xu
2025	J	`jnl`	Special Session: Sustainable Deployment of Deep Neural Networks on Non-Volatile Compute-in-Memory Accelerators. CoRR Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2025	J	`jnl`	SwinSAM: Fine-grained polyp segmentation in colonoscopy images via segment anything model integrated with a Swin Transformer decoder. Biomed. Signal Process. Control. Zhoushan Feng, Yuliang Zhang, Yanhong Chen, Yiyu Shi, Yu Liu, Wen Sun, Lili Du, Dunjin Chen
2025	J	`jnl`	The Cost of Local and Global Fairness in Federated Learning. CoRR Yuying Duan, Gelei Xu, Yiyu Shi, Michael Lemmon
2025	A	`conf`	The cost of local and global fairness in Federated Learning. AISTATS Yuying Duan, Gelei Xu, Yiyu Shi, Michael Lemmon
2025	A	`conf`	Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge. ICCAD Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2025	J	`jnl`	Unsupervised Out-of-Distribution Detection in Medical Imaging Using Multi-Exit Class Activation Maps and Feature Masking. CoRR Yu-Jen Chen, Xueyang Li, Yiyu Shi, Tsung-Yi Ho
2024	J	`jnl`	A 10.60 μW 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection. CoRR Yifan Qin, Zhenge Jia, Zheyu Yan, Jay Mok, Manto Yung, Yu Liu, Xuejiao Liu, Wujie Wen, Luhong Liang, Kwang-Ting (Tim) Cheng, X. Sharon Hu, Yiyu Shi
2024	—	`conf`	A 13-34 TOPS/W Edge-AI Processor Featuring Booth-Value-Confined Accelerator, Near-Memory Computing, and Contiguity-Aware Mapping. A-SSCC Quan Cheng, Longyang Lin, Mingqiang Huang, Qiufeng Li, Zhengke Yang, Liuyao Dai, Hao Yu, Yu-Jen Chen, Yiyu Shi, Masanori Hashimoto
2024	—	`conf`	A Reconfigurable Bandpass Filter with Ferroelectric Devices for Intracardiac Electrograms Monitoring. MWSCAS Jianwei Jia, Zhenge Jia, Omkar Phadke, Gihun Choe, Yiyu Shi, Shimeng Yu
2024	A	`conf`	A comparison on constrain encoding methods for quantum approximate optimization algorithm. ICCAD Yiwen Liu, Qingyue Jiao, Yiyu Shi, Ke Wan, Shangjie Guo
2024	J	`jnl`	Achieve Fairness without Demographics for Dermatological Disease Diagnosis. CoRR Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho
2024	J	`jnl`	Achieve fairness without demographics for dermatological disease diagnosis. Medical Image Anal. Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho
2024	—	`conf`	Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. MICCAI (10) Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi
2024	J	`jnl`	Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. CoRR Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi
2024	J	`jnl`	An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals. CoRR Gelei Xu, Ruiyang Qin, Zhi Zheng, Yiyu Shi
2024	J	`jnl`	Anniversary AI reflections. Nat. Mac. Intell. Noelia Ferruz, Marinka Zitnik, Pierre-Yves Oudeyer, Emmie Hine, Nandana Sengupta, Yiyu Shi, Diana Mincu, Sebastian Porsdam Mann, Payel Das, Francesco Stella
2024	—	`conf`	Automatic Segment-Level Assessment of Regional Wall Motion Abnormality From Echocardiography Images. ISBI Kaikai Liu, Xiaoshan Li, Qing Lu, Yiyu Shi, Jian Zhuang, Hongwen Fei, Erlei Zhang, Xiaowei Xu
2024	J	`jnl`	CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. ACM Trans. Reconfigurable Technol. Syst. Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Shixin Ji, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Yiyu Shi, Deming Chen, Jason Cong, Peipei Zhou
2024	A*	`conf`	Combining Parameterized Pulses and Contextual Subspace for More Practical VQE. DAC Zhiding Liang, Zhixin Song, Jinglei Cheng, Hang Ren, Tianyi Hao, Rui Yang, Yiyu Shi, Tongyang Li
2024	J	`jnl`	Compute-in-Memory-Based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2024	—	`conf`	Contrastive Learning with Synthetic Positives. ECCV (37) Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi
2024	J	`jnl`	Contrastive Learning with Synthetic Positives. CoRR Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi
2024	—	`conf`	Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. MICCAI (10) Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2024	J	`jnl`	Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. CoRR Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2024	J	`jnl`	EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs. CoRR Song Guo, Fan Wu, Lei Zhang, Xiawu Zheng, Shengchuan Zhang, Fei Chao, Yiyu Shi, Rongrong Ji
2024	J	`jnl`	EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Peiyan Dong, Jinming Zhuang, Zhuoping Yang, Shixin Ji, Yanyu Li, Dongkuan Xu, Heng Huang, Jingtong Hu, Alex K. Jones, Yiyu Shi, Yanzhi Wang, Peipei Zhou
2024	J	`jnl`	Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. CoRR Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2024	A*	`conf`	Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. DAC Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
2024	J	`jnl`	Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation. CoRR Gelei Xu, Ningzhi Tang, Jun Xia, Wei Jin, Yiyu Shi
2024	—	`conf`	Enhance Multi-modal and Multi-center Whole Heart Segmentation Using Data Augmentation and Model Calibration. CARE@MICCAI Charlie Tran, Andy Li, Aaron Espinoza, Sayem Kamal, Anoushka Samuel, Charles Jiang, Jian Zhuang, Yiyu Shi, Xiaowei Xu
2024	—	`conf`	Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning. BIBM Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi
2024	J	`jnl`	Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning. CoRR Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi
2024	B	`conf`	FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models : (Invited Paper). ASPDAC Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi
2024	J	`jnl`	FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models. CoRR Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi
2024	—	`conf`	FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. MICCAI (10) Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi
2024	J	`jnl`	Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm. CoRR Zhiding Liang, Gang Liu, Zheyuan Liu, Jinglei Cheng, Tianyi Hao, Kecheng Liu, Hang Ren, Zhixin Song, Ji Liu, Fanny Ye, Yiyu Shi
2024	J	`jnl`	HOCM-Net: 3D coarse-to-fine structural prior fusion based segmentation network for the surgical planning of hypertrophic obstructive cardiomyopathy. Expert Syst. Appl. Jiawei Zhang, Xiaodong Wang, Hailong Qiu, Yanchun Zhang, Weihong Han, Jialin Wang, Tianchen Wang, Yiyu Shi, Meiping Huang, Jian Zhuang, Huiming Guo, Xiaowei Xu
2024	A*	`conf`	Invited: Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm. DAC Zhiding Liang, Gang Liu, Zheyuan Liu, Jinglei Cheng, Tianyi Hao, Kecheng Liu, Hang Ren, Zhixin Song, Ji Liu, Fanny Ye, Yiyu Shi
2024	J	`jnl`	MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans. CoRR Xueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi
2024	J	`jnl`	NAPA: Intermediate-Level Variational Native-Pulse Ansatz for Variational Quantum Algorithms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Zhixin Song, Yongshan Ding, Frederic T. Chong, Song Han, Xuehai Qian, Yiyu Shi
2024	J	`jnl`	NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs. CoRR Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, Xiaobo Sharon Hu, Yiyu Shi
2024	J	`jnl`	Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhenge Jia, Tianren Zhou, Zheyu Yan, Jingtong Hu, Yiyu Shi
2024	J	`jnl`	Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective. CoRR Zixuan Pan, Jun Xia, Zheyu Yan, Guoyue Xu, Yawen Wu, Zhenge Jia, Jianxu Chen, Yiyu Shi
2024	A	`conf`	Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. ICCAD 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	J	`jnl`	Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024	—	`conf`	SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators. ISVLSI Shixin Ji, Zhuoping Yang, Xingzhen Chen, Stephen Cahoon, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou
2024	A	`conf`	SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. FPGA Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
2024	J	`jnl`	SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. CoRR Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
2024	Misc	`conf`	Special Session: Sustainable Deployment of Deep Neural Networks on Non-Volatile Compute-in-Memory Accelerators. CODES+ISSS Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2024	A	`conf`	TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. ICCAD Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2024	J	`jnl`	TSB: Tiny Shared Block for Efficient DNN Deployment on NVCIM Accelerators. CoRR Yifan Qin, Zheyu Yan, Zixuan Pan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2024	J	`jnl`	Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge. CoRR Ruiyang Qin, Dancheng Liu, Gelei Xu, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2024	J	`jnl`	TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi
2024	J	`jnl`	Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space. CoRR Hao-Wei Chung, Ching-Hao Chiu, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
2024	J	`jnl`	Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference. CoRR Shixin Ji, Zhuoping Yang, Xingzhen Chen, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou
2024	A	`conf`	Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. ICCAD Jun Xia, Yi Zhang, Yiyu Shi
2024	J	`jnl`	Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client. CoRR Jun Xia, Yi Zhang, Yiyu Shi
2024	A	`conf`	Towards Uncertainty-Quantifiable Biomedical Intelligence: Mixed-signal Compute-in-Entropy for Bayesian Neural Networks. ICCAD 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	J	`jnl`	U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2024	J	`jnl`	U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2024	A*	`conf`	WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. NeurIPS Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Yiyu Shi, Xian Wei, Mingsong Chen
2023	J	`jnl`	A Ferroelectric Compute-in-Memory Annealer for Combinatorial Optimization Problems. CoRR 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
2023	J	`jnl`	A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation. CoRR Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
2023	J	`jnl`	A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography images. Medical Image Anal. 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
2023	J	`jnl`	AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. Medical Image Anal. 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
2023	—	`conf`	AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor. MICCAI (1) Yu-Jen Chen, Xinrong Hu, Yiyu Shi, Tsung-Yi Ho
2023	J	`jnl`	AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor. CoRR Yu-Jen Chen, Xinrong Hu, Yiyu Shi, Tsung-Yi Ho
2023	A*	`conf`	AccALS: Accelerating Approximate Logic Synthesis by Selection of Multiple Local Approximate Changes. DAC Xuan Wang, Sijun Tao, Jingjing Zhu, Yiyu Shi, Weikang Qian
2023	—	`conf`	Additional Positive Enables Better Representation Learning for Medical Images. MICCAI (1) Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2023	J	`jnl`	Additional Positive Enables Better Representation Learning for Medical Images. CoRR Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2023	J	`jnl`	An Ultracompact Single-Ferroelectric Field-Effect Transistor Binary and Multibit Associative Search Engine. Adv. Intell. Syst. 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
2023	J	`jnl`	Compute-in-Memory based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections. CoRR Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2023	—	`conf`	Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. MICCAI (4) Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi
2023	J	`jnl`	Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation. CoRR Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi
2023	—	`conf`	Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation. ICCV (Workshops) Xinrong Hu, Corey Wang, Yiyu Shi
2023	A	`conf`	DASALS: Differentiable Architecture Search-Driven Approximate Logic Synthesis. ICCAD Xuan Wang, Zheyu Yan, Chang Meng, Yiyu Shi, Weikang Qian
2023	B	`conf`	Demo: Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring. CHASE Zhenge Jia, Yiyu Shi
2023	J	`jnl`	Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. CoRR Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
2023	A	`conf`	Enhance Regional Wall Segmentation by Style Transfer for Regional Wall Motion Assessment. BMVC Kaikai Liu, Yiyu Shi, Jian Zhuang, Meiping Huang, Hongwen Fei, Boyang Li, Jin Hong, Qing Lu, Erlei Zhang, Xiaowei Xu
2023	J	`jnl`	Fair Multi-Exit Framework for Facial Attribute Classification. CoRR Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
2023	J	`jnl`	How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images. CoRR Xinrong Hu, Xiaowei Xu, Yiyu Shi
2023	A*	`conf`	Hybrid Gate-Pulse Model for Variational Quantum Algorithms. DAC Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi
2023	J	`jnl`	ImageCAS: A large-scale dataset and benchmark for coronary artery segmentation based on computed tomography angiography images. Comput. Medical Imaging Graph. 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
2023	A	`conf`	Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators Through Training with Right-Censored Gaussian Noise. ICCAD Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2023	J	`jnl`	Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators through Training with Right-Censored Gaussian Noise. CoRR Zheyu Yan, Yifan Qin, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2023	J	`jnl`	Life-threatening ventricular arrhythmia detection challenge in implantable cardioverter-defibrillators. Nat. Mac. Intell. Zhenge Jia, Dawei Li, Xiaowei Xu, Na Li, Feng Hong, Lichuan Ping, Yiyu Shi
2023	—	`conf`	MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans. MICCAI (6) Xueyang Li, Han Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi
2023	J	`jnl`	Masked Diffusion as Self-supervised Representation Learner. CoRR Zixuan Pan, Jianxu Chen, Yiyu Shi
2023	A*	`conf`	Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. DAC Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
2023	J	`jnl`	Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. CoRR Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
2023	J	`jnl`	Negative Feedback Training: A Novel Concept to Improve Robustness of NVCiM DNN Accelerators. CoRR Yifan Qin, Zheyu Yan, Wujie Wen, Xiaobo Sharon Hu, Yiyu Shi
2023	—	`conf`	On the Viability of Using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators. SOCC Zheyu Yan, Yifan Qin, Xiaobo Sharon Hu, Yiyu Shi
2023	J	`jnl`	On the Viability of using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators. CoRR Zheyu Yan, Yifan Qin, Xiaobo Sharon Hu, Yiyu Shi
2023	J	`jnl`	Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation. IEEE Trans. Medical Imaging Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo
2023	—	`conf`	Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning. BCCA Boyang Li, Bingyu Shen, Qing Lu, Taeho Jung, Yiyu Shi
2023	J	`jnl`	Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning. CoRR Boyang Li, Bingyu Shen, Qing Lu, Taeho Jung, Yiyu Shi
2023	—	`conf`	Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. ASP-DAC Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2023	—	`conf`	REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. IGSC Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones
2023	J	`jnl`	REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. CoRR Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones
2023	J	`jnl`	RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training. CoRR 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
2023	J	`jnl`	Self-Supervised On-Device Federated Learning From Unlabeled Streams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi
2023	A*	`conf`	Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. AAAI Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2023	J	`jnl`	The importance of resource awareness in artificial intelligence for healthcare. Nat. Mac. Intell. Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
2023	J	`jnl`	TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection. CoRR Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi
2023	—	`conf`	Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis. MICCAI (3) Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
2023	J	`jnl`	Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis. CoRR Ching-Hao Chiu, Hao-Wei Chung, Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho
2022	J	`jnl`	A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus. CoRR Boyang Li, Qing Lu, Weiwen Jiang, Taeho Jung, Yiyu Shi
2022	J	`jnl`	A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators. CoRR Bingqian Lu, Zheyu Yan, Yiyu Shi, Shaolei Ren
2022	J	`jnl`	Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. CoRR Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi
2022	A	`conf`	Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? ICCAD Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2022	J	`jnl`	Computing-In-Memory Neural Network Accelerators for Safety-Critical Systems: Can Small Device Variations Be Disastrous? CoRR Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2022	J	`jnl`	Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation. CoRR Xinrong Hu, Corey Wang, Yiyu Shi
2022	J	`jnl`	DeU-Net 2.0: Enhanced deformable U-Net for 3D cardiac cine MRI segmentation. Medical Image Anal. Shunjie Dong, Zixuan Pan, Yu Fu, Qianqian Yang, Yuanxue Gao, Tianbai Yu, Yiyu Shi, Cheng Zhuo
2022	A*	`conf`	Decentralized Unsupervised Learning of Visual Representations. IJCAI Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System. CoRR Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti
2022	J	`jnl`	Distributed Contrastive Learning for Medical Image Segmentation. CoRR Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Distributed contrastive learning for medical image segmentation. Medical Image Anal. Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2022	—	`conf`	FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. MICCAI (1) Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning. CoRR Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi
2022	J	`jnl`	Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. CoRR Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. CoRR Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Guest Editorial: ACM JETC Special Issue on Hardware-Aware Learning for Medical Applications. ACM J. Emerg. Technol. Comput. Syst. Yiyu Shi, Yongpan Liu, Jianxu Chen, Steve B. Jiang
2022	—	`conf`	Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs. ISVLSI Qing Lu, Weiwen Jiang, Meng Jiang, Jingtong Hu, Yiyu Shi
2022	J	`jnl`	Hybrid Gate-Pulse Model for Variational Quantum Algorithms. CoRR Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi
2022	B	`conf`	ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. CHASE Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi
2022	J	`jnl`	ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images. CoRR 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
2022	J	`jnl`	Improving Quantum Classifier Performance in NISQ Computers by Voting Strategy from Ensemble Learning. CoRR Ruiyang Qin, Zhiding Liang, Jinglei Cheng, Peter M. Kogge, Yiyu Shi
2022	J	`jnl`	Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. CoRR Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Low-power object-detection challenge on unmanned aerial vehicles. Nat. Mac. Intell. Zhenge Jia, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2022	J	`jnl`	Magnetic Core TSV-Inductor Design and Optimization for On-chip DC-DC Converter. ACM Trans. Design Autom. Electr. Syst. Chenyi Wen, Xiao Dong, Baixin Chen, Umamaheswara Rao Tida, Yiyu Shi, Cheng Zhuo
2022	—	`conf`	Maiby's Algorithm: A Two-Stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease. CinC Matheus Araújo, Dewen Zeng, João Palotti, Xirong Xi, Yiyu Shi, Lee Pyles, Quan Ni
2022	J	`jnl`	OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt. CoRR Yu Fu, Yanyan Huang, Yalin Wang, Shunjie Dong, Le Xue, Xunzhao Yin, Qianqian Yang, Yiyu Shi, Cheng Zhuo
2022	J	`jnl`	On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks. CoRR Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2022	—	`conf`	One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. SIGMETRICS (Abstracts) Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren
2022	J	`jnl`	PAN: Pulse Ansatz on NISQ Machines. CoRR Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Yongshan Ding, Fred Chong, Song Han, Yiyu Shi, Xuehai Qian
2022	J	`jnl`	Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhenge Jia, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	QuEst: Graph Transformer for Quantum Circuit Reliability Estimation. CoRR 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
2022	—	`conf`	RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. ASP-DAC Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi
2022	—	`conf`	RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. MICCAI (5) Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi
2022	J	`jnl`	RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. CoRR Qing Lu, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, Yiyu Shi
2022	J	`jnl`	SWIM: Selective Write-Verify for Computing-in-Memory Neural Accelerators. CoRR Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2022	A*	`conf`	SWIM: selective write-verify for computing-in-memory neural accelerators. DAC Zheyu Yan, Xiaobo Sharon Hu, Yiyu Shi
2022	J	`jnl`	The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices. CoRR Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2022	A*	`conf`	The larger the fairer?: small neural networks can achieve fairness for edge devices. DAC Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2022	J	`jnl`	TopGen: Topology-Aware Bottom-Up Generator for Variational Quantum Circuits. CoRR Jinglei Cheng, Hanrui Wang, Zhiding Liang, Yiyu Shi, Song Han, Xuehai Qian
2022	A	`conf`	TorchQuantum Case Study for Robust Quantum Circuits. ICCAD Hanrui Wang, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han
2022	—	`conf`	Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. BIBM Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
2022	J	`jnl`	Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation. CoRR Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
2022	Misc	`conf`	Variational Quantum Pulse Learning. QCE 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	J	`jnl`	VisualNet: An End-to-End Human Visual System Inspired Framework to Reduce Inference Latency of Deep Neural Networks. IEEE Trans. Computers Tianchen Wang, Jiawei Zhang, Jinjun Xiong, Song Bian, Zheyu Yan, Meiping Huang, Jian Zhuang, Takashi Sato, Xiaowei Xu, Yiyu Shi
2021	—	`conf`	"One-Shot" Reduction of Additive Artifacts in Medical Images. BIBM Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Xiaowei Xu, Meiping Huang, Haiyun Yuan, Jian Zhuang, Yiyu Shi, Tsung-Yi Ho
2021	J	`jnl`	"One-Shot" Reduction of Additive Artifacts in Medical Images. CoRR Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang
2021	J	`jnl`	A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image. Int. J. Comput. Assist. Radiol. Surg. Zeyang Yao, Xinrong Hu, Xiaobing Liu, Wen Xie, Yuhao Dong, Hailong Qiu, Zewen Chen, Yiyu Shi, Xiaowei Xu, Meiping Huang, Jian Zhuang
2021	—	`conf`	A mining pool solution for novel proof-of-neural-architecture consensus. IEEE ICBC Boyang Li, Qing Lu, Weiwen Jiang, Taeho Jung, Yiyu Shi
2021	J	`jnl`	AI-CHD: an AI-based framework for cost-effective surgical telementoring of congenital heart disease. Commun. ACM Xiaowei Xu, Hailong Qiu, Qianjun Jia, Yuhao Dong, Zeyang Yao, Wen Xie, Huiming Guo, Haiyun Yuan, Jian Zhuang, Meiping Huang, Yiyu Shi
2021	A	`conf`	Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow (Invited Paper). ICCAD Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Yiyu Shi, Weiwen Jiang
2021	J	`jnl`	Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow. CoRR Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang
2021	A	`conf`	Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper). ICCAD Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi
2021	—	`conf`	Ct Image Denoising With Encoder-Decoder Based Graph Convolutional Networks. ISBI Yu-Jen Chen, Cheng-Yen Tsai, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang
2021	J	`jnl`	DAC-SDC Low Power Object Detection Challenge for UAV Applications. IEEE Trans. Pattern Anal. Mach. Intell. Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
2021	A*	`conf`	Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. DAC Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding
2021	J	`jnl`	Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. CoRR Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding
2021	J	`jnl`	Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. IEEE Trans. Computers Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi
2021	J	`jnl`	Distributed Unsupervised Visual Representation Learning with Fused Features. CoRR Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
2021	—	`conf`	EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis. MICCAI (6) Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu
2021	J	`jnl`	EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis. CoRR Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu
2021	A*	`conf`	Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks. DAC Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2021	J	`jnl`	Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2021	A*	`conf`	Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. DAC Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2021	J	`jnl`	Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs. CoRR Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang
2021	A	`conf`	Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs: (Invited Paper). ICCAD Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Yiyu Shi, Weiwen Jiang
2021	A	`conf`	Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). ICCAD Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2021	—	`conf`	Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2021	J	`jnl`	Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. CoRR Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021	J	`jnl`	ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease. CoRR Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi
2021	J	`jnl`	ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection. CoRR Zeyang Yao, Jiawei Zhang, Hailong Qiu, Tianchen Wang, Yiyu Shi, Jian Zhuang, Yuhao Dong, Meiping Huang, Xiaowei Xu
2021	A*	`conf`	Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. DAC Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021	A*	`conf`	Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs. IJCAI Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2021	—	`conf`	Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. ASP-DAC Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu
2021	J	`jnl`	Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. CoRR 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
2021	J	`jnl`	Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. ACM J. Emerg. Technol. Comput. Syst. 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
2021	J	`jnl`	On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection. ACM Trans. Embed. Comput. Syst. Zhenge Jia, Yiyu Shi, Samir Saba, Jingtong Hu
2021	J	`jnl`	One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. CoRR Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren
2021	J	`jnl`	One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. Proc. ACM Meas. Anal. Comput. Syst. Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren
2021	—	`conf`	Positional Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (2) Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021	J	`jnl`	Positional Contrastive Learning for Volumetric Medical Image Segmentation. CoRR Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021	J	`jnl`	Quantization of Deep Neural Networks for Accurate Edge Computing. ACM J. Emerg. Technol. Comput. Syst. Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi, Meiping Huang, Xiaowei Xu
2021	J	`jnl`	Quantization of Deep Neural Networks for Accurate EdgeComputing. CoRR Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi, Meiping Huang, Xiaowei Xu
2021	J	`jnl`	RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search. CoRR Zheyu Yan, Weiwen Jiang, Xiaobo Sharon Hu, Yiyu Shi
2021	—	`conf`	Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks. ASP-DAC Grace Li Zhang, Bing Li, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann
2021	—	`conf`	Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. IPMI Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi
2021	J	`jnl`	Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. CoRR Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi
2021	—	`conf`	Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. MICCAI (2) Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi
2021	J	`jnl`	Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation. CoRR Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi
2021	—	`conf`	Towards Efficient Human-Machine Collaboration: Real-Time Correction Effort Prediction for Ultrasound Data Acquisition. MICCAI (1) Yukun Ding, Dewen Zeng, Mingqi Li, Hongwen Fei, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2021	—	`conf`	Uncertainty Modeling of Emerging Device based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. ASP-DAC Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi
2021	J	`jnl`	Uncertainty Modeling of Emerging Device-based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search. CoRR Zheyu Yan, Da-Cheng Juan, Xiaobo Sharon Hu, Yiyu Shi
2021	—	`conf`	When Machine Learning Meets Quantum Computers: A Case Study. ASP-DAC Weiwen Jiang, Jinjun Xiong, Yiyu Shi
2020	—	`conf`	BUNET: Blind Medical Image Segmentation Based on Secure UNET. MICCAI (2) Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato
2020	J	`jnl`	BUNET: Blind Medical Image Segmentation Based on Secure UNET. CoRR Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato
2020	J	`jnl`	Binarizing Weights Wisely for Edge Intelligence: Guide for Partial Binarization of Deconvolution-Based Generators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi
2020	J	`jnl`	Can Quantum Computers Learn Like Classical Computers? A Co-Design Framework for Machine Learning and Quantum Circuits. CoRR Weiwen Jiang, Jinjun Xiong, Yiyu Shi
2020	A*	`conf`	Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks. DAC Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi
2020	J	`jnl`	Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks. CoRR Lei Yang, Zheyu Yan, Meng Li, Hyoukjun Kwon, Liangzhen Lai, Tushar Krishna, Vikas Chandra, Weiwen Jiang, Yiyu Shi
2020	—	`conf`	Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence. ASP-DAC Lei Yang, Weiwen Jiang, Weichen Liu, Edwin H.-M. Sha, Yiyu Shi, Jingtong Hu
2020	—	`conf`	DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation. MICCAI (4) Shunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo
2020	J	`jnl`	DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation. CoRR Shunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo
2020	—	`conf`	Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. MICCAI (4) Qi Liu, Han Jiang, Tao Liu, Zihao Liu, Sicheng Li, Wujie Wen, Yiyu Shi
2020	—	`conf`	Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. BIBM Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang
2020	J	`jnl`	Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. CoRR Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang
2020	J	`jnl`	Dynamic Frequency Scaling Aware Opportunistic Through-Silicon-Via Inductor Utilization in Resonant Clocking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Umamaheswara Rao Tida, Cheng Zhuo, Leibo Liu, Yiyu Shi
2020	A*	`conf`	ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition. CVPR Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato
2020	J	`jnl`	ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition. CoRR Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato
2020	J	`jnl`	Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. CoRR Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2020	J	`jnl`	Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2020	J	`jnl`	Hardware/Software Co-Exploration of Neural Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Sakyasingha Dasgupta, Yiyu Shi, Jingtong Hu
2020	—	`conf`	ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation. MICCAI (6) Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2020	J	`jnl`	ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation. CoRR Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2020	—	`conf`	ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease. MICCAI (4) Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Jianzheng Cen, Qianjun Jia, Yuhao Dong, Yiyu Shi
2020	A*	`conf`	Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. DAC Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
2020	J	`jnl`	Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. CoRR Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
2020	—	`conf`	Joint Clinical Data and CT Image Based Prognosis: A Case Study on Postoperative Pulmonary Venous Obstruction Prediction. PRIME@MICCAI Xinrong Hu, Zeyang Yao, Furong Liu, Wen Xie, Hailong Qiu, Haoyu Dong, Qianjun Jia, Meiping Huang, Jian Zhuang, Xiaowei Xu, Yiyu Shi
2020	J	`jnl`	MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation. CoRR Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo
2020	—	`conf`	MS-NAS: Multi-scale Neural Architecture Search for Medical Image Segmentation. MICCAI (1) Xingang Yan, Weiwen Jiang, Yiyu Shi, Cheng Zhuo
2020	—	`conf`	Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. ISBI Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
2020	J	`jnl`	Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. CoRR Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
2020	J	`jnl`	Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis. CoRR Yutian Chen, Xiaowei Xu, Dewen Zeng, Yiyu Shi, Haiyun Yuan, Jian Zhuang, Yuhao Dong, Qianjun Jia, Meiping Huang
2020	A	`conf`	NASS: Optimizing Secure Inference via Neural Architecture Search. ECAI Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato
2020	J	`jnl`	NASS: Optimizing Secure Inference via Neural Architecture Search. CoRR Song Bian, Weiwen Jiang, Qing Lu, Yiyu Shi, Takashi Sato
2020	—	`conf`	Orchestrating Medical Image Compression and Remote Segmentation Networks. MICCAI (4) Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen
2020	J	`jnl`	Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems. CoRR Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2020	A	`conf`	Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems. ICCAD Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2020	—	`conf`	Reliable and Robust RRAM-based Neuromorphic Computing. ACM Great Lakes Symposium on VLSI Grace Li Zhang, Bing Li, Ying Zhu, Shuhang Zhang, Tianchen Wang, Yiyu Shi, Tsung-Yi Ho, Hai (Helen) Li, Ulf Schlichtmann
2020	—	`conf`	Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. CVPR Workshops Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
2020	J	`jnl`	Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi
2020	J	`jnl`	Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start. CoRR Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi
2020	A	`conf`	Statistical Training for Neuromorphic Computing using Memristor-based Crossbars Considering Process Variations and Noise. DATE Ying Zhu, Grace Li Zhang, Tianchen Wang, Bing Li, Yiyu Shi, Tsung-Yi Ho, Ulf Schlichtmann
2020	A	`conf`	Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. ICCAD Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2020	J	`jnl`	Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. CoRR Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2020	—	`conf`	Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation. MIDL Yukun Ding, Jinglan Liu, Xiaowei Xu, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi
2020	J	`jnl`	When Machine Learning Meets Quantum Computers: A Case Study. CoRR Weiwen Jiang, Jinjun Xiong, Yiyu Shi
2020	—	`conf`	When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. ASP-DAC Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo
2020	—	`conf`	Zero-Shot Medical Image Artifact Reduction. ISBI Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang
2019	J	`jnl`	A Face Alignment Accelerator Based on Optimized Coarse-to-Fine Shape Searching. IEEE Trans. Circuits Syst. Video Technol. Leibo Liu, Qiang Wang, Wenping Zhu, Huiyu Mo, Tianchen Wang, Shouyi Yin, Yiyu Shi, Shaojun Wei
2019	A*	`conf`	A Novel Unsupervised Approach for Precise Temporal Slot Filling from Incomplete and Noisy Temporal Contexts. WWW Xueying Wang, Haiqiao Zhang, Qi Li, Yiyu Shi, Meng Jiang
2019	A*	`conf`	Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. DAC Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019	J	`jnl`	Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. CoRR Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019	—	`conf`	Accurate Congenital Heart Disease Model Generation for 3D Printing. SiPS Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang
2019	J	`jnl`	Accurate Congenital Heart Disease Model Generation for 3D Printing. CoRR Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang
2019	J	`jnl`	Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. CoRR Weiwen Jiang, Edwin Hsing-Mean Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019	J	`jnl`	Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. ACM Trans. Embed. Comput. Syst. Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019	J	`jnl`	Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. CoRR Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi
2019	J	`jnl`	EffiTest2: Efficient Delay Test and Prediction for Post-Silicon Clock Skew Configuration Under Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Grace Li Zhang, Bing Li, Yiyu Shi, Jiang Hu, Ulf Schlichtmann
2019	—	`conf`	Energy-recycling Blockchain with Proof-of-Deep-Learning. IEEE ICBC Changhao Chenli, Boyang Li, Yiyu Shi, Taeho Jung
2019	J	`jnl`	Energy-recycling Blockchain with Proof-of-Deep-Learning. CoRR Changhao Chenli, Boyang Li, Yiyu Shi, Taeho Jung
2019	J	`jnl`	Entropy Production-Based Full-Chip Fatigue Analysis: From Theory to Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tianchen Wang, Sandeep Kumar Samal, Sung Kyu Lim, Yiyu Shi
2019	J	`jnl`	Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms. CoRR Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
2019	—	`conf`	Exploiting Computation Power of Blockchain for Biomedical Image Segmentation. CVPR Workshops Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi
2019	J	`jnl`	Exploiting Computation Power of Blockchain for Biomedical Image Segmentation. CoRR Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi
2019	—	`conf`	Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method. TextGraphs@EMNLP Qingkai Zeng, Mengxia Yu, Wenhao Yu, Jinjun Xiong, Yiyu Shi, Meng Jiang
2019	J	`jnl`	From Layout to System: Early Stage Power Delivery and Architecture Co-Exploration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Cheng Zhuo, Kassan Unda, Yiyu Shi, Wei-Kai Shih
2019	J	`jnl`	Hardware/Software Co-Exploration of Neural Architectures. CoRR Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu
2019	—	`ed.`	Human Brain and Artificial Intelligence - First International Workshop, HBAI 2019, Held in Conjunction with IJCAI 2019, Macao, China, August 12, 2019, Revised Selected Papers HBAI@IJCAI An Zeng, Dan Pan, Tianyong Hao, Daoqiang Zhang, Yiyu Shi, Xiaowei Song
2019	—	`ed.`	Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention - International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings LABELS/HAL-MICCAI/CuRIOUS@MICCAI Luping Zhou, Nicholas Heller, Yiyu Shi, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Xiaobo Sharon Hu, Danny Ziyi Chen, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen
2019	J	`jnl`	MDA: A Reconfigurable Memristor-Based Distance Accelerator for Time Series Mining on Data Centers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaowei Xu, Feng Lin, Wenyao Xu, Xinwei Yao, Yiyu Shi, Dewen Zeng, Yu Hu
2019	—	`conf`	MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation. MICCAI (2) Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
2019	J	`jnl`	MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation. CoRR Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Yiyu Shi, Haiyun Yuan, Meiping Huang, Jian Zhuang
2019	A*	`conf`	Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CVPR Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
2019	J	`jnl`	Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. CoRR Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang
2019	J	`jnl`	On Neural Architecture Search for Resource-Constrained Hardware Platforms. CoRR Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu
2019	—	`conf`	On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks. ICLR (Poster) Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
2019	J	`jnl`	Optimal design of a low-power, phase-switching modulator for implantable medical applications. Integr. Dawei Li, Xiaowei Xu, Leibo Liu, Li Zhang, Cheng Zhuo, Yiyu Shi
2019	A	`conf`	Power Delivery Resonant Virus: Concept and Applications. ISLPED Tianhao Shen, Di Gao, Yiyu Shi, Cheng Zhuo
2019	—	`conf`	Privacy-Aware Cost-Effective Scheduling Considering Non-Schedulable Appliances in Smart Home. ICESS Boyang Li, Jie Wu, Yiyu Shi
2019	J	`jnl`	Privacy-Aware Cost-Effective Scheduling Considering Non-Schedulable Appliances in Smart Home. CoRR Boyang Li, Jie Wu, Yiyu Shi
2019	A*	`conf`	Real-Time Adversarial Attacks. IJCAI Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi
2019	J	`jnl`	Real-Time Adversarial Attacks. CoRR Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi
2019	J	`jnl`	Real-Time Boiler Control Optimization with Machine Learning. CoRR Yukun Ding, Yiyu Shi
2019	A*	`conf`	SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection. AAAI Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi
2019	J	`jnl`	SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection. CoRR Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi
2019	J	`jnl`	Single-Inductor-Multiple-Tier Regulation: TSV-Inductor-Based On-Chip Buck Converters for 3-D IC Power Delivery. IEEE Trans. Very Large Scale Integr. Syst. Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi
2019	—	`conf`	When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design. ISVLSI Xinyi Zhang, Weiwen Jiang, Yiyu Shi, Jingtong Hu
2019	J	`jnl`	When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies. CoRR Zheyu Yan, Yiyu Shi, Wang Liao, Masanori Hashimoto, Xichuan Zhou, Cheng Zhuo
2019	—	`conf`	Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching. MICCAI (2) Xiaowei Xu, Tianchen Wang, Yiyu Shi, Haiyun Yuan, Qianjun Jia, Meiping Huang, Jian Zhuang
2019	A	`conf`	XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI. FPGA Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu
2018	J	`jnl`	A Multi-Level-Optimization Framework for FPGA-Based Cellular Neural Network Implementation. ACM J. Emerg. Technol. Comput. Syst. Zhongyang Liu, Shaoheng Luo, Xiaowei Xu, Yiyu Shi, Cheng Zhuo
2018	J	`jnl`	A Novel Fully Synthesizable All-Digital RF Transmitter for IoT Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yilei Li, Kirti Dhwaj, Chien-Heng Wong, Yuan Du, Li Du, Yiwu Tang, Yiyu Shi, Tatsuo Itoh, Mau-Chung Frank Chang
2018	J	`jnl`	A physics-aware methodology for equivalent circuit model extraction of TSV-inductors. Integr. Baixin Chen, Cheng Zhuo, Yiyu Shi
2018	J	`jnl`	Accelerating Dynamic Time Warping With Memristor-Based Customized Fabrics. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaowei Xu, Feng Lin, Aosen Wang, Xinwei Yao, Qing Lu, Wenyao Xu, Yiyu Shi, Yu Hu
2018	J	`jnl`	Combating Data Leakage Trojans in Commercial and ASIC Applications With Time-Division Multiplexing and Random Encoding. IEEE Trans. Very Large Scale Integr. Syst. Travis E. Schulze, Daryl G. Beetner, Yiyu Shi, Kevin A. Kwiat, Charles A. Kamhoua
2018	J	`jnl`	DAC-SDC Low Power Object Detection Challenge for UAV Applications. CoRR Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
2018	J	`jnl`	Design-Phase Buffer Allocation for Post-Silicon Clock Binning by Iterative Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Grace Li Zhang, Bing Li, Jinglan Liu, Yiyu Shi, Ulf Schlichtmann
2018	J	`jnl`	Efficient Hardware Implementation of Cellular Neural Networks with Incremental Quantization and Early Exit. ACM J. Emerg. Technol. Comput. Syst. Xiaowei Xu, Qing Lu, Tianchen Wang, Yu Hu, Chen Zhuo, Jinglan Liu, Yiyu Shi
2018	J	`jnl`	Fast and Accurate Emissivity and Absolute Temperature Maps Measurement for Integrated Circuits. IEEE Trans. Very Large Scale Integr. Syst. Hsueh-Ling Yu, Yih-Lang Li, Tzu-Yi Liao, Tianchen Wang, Shu-Fei Tsai, Yiyu Shi
2018	A	`conf`	Modeling and optimization of magnetic core TSV-inductor for on-chip DC-DC converter. ICCAD Baixin Chen, Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi
2018	J	`jnl`	On Random Dynamic Voltage Scaling for Internet-of-Things: A Game-Theoretic Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hui Geng, Kevin A. Kwiat, Charles A. Kamhoua, Yiyu Shi
2018	J	`jnl`	On the Universal Approximability of Quantized ReLU Neural Networks. CoRR Yukun Ding, Jinglan Liu, Yiyu Shi
2018	A	`conf`	Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability. CIKM Yukun Ding, Jinglan Liu, Jinjun Xiong, Meng Jiang, Yiyu Shi
2018	J	`jnl`	PBGAN: Partial Binarization of Deconvolution Based Generators. CoRR Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi
2018	A*	`conf`	Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CVPR Xiaowei Xu, Qing Lu, Lin Yang, Xiaobo Sharon Hu, Danny Z. Chen, Yu Hu, Yiyu Shi
2018	J	`jnl`	Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. CoRR Xiaowei Xu, Qing Lu, Yu Hu, Lin Yang, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
2018	—	`conf`	Resource constrained cellular neural networks for real-time obstacle detection using FPGAs. ISQED Xiaowei Xu, Tianchen Wang, Qing Lu, Yiyu Shi
2018	J	`jnl`	Triggered-Issuance and Triggered-Execution: A Control Paradigm to Minimize Pipeline Stalls in Distributed Controlled Coarse-Grained Reconfigurable Arrays. IEEE Trans. Parallel Distributed Syst. Yanan Lu, Leibo Liu, Yangdong Deng, Jian Weng, Shouyi Yin, Yiyu Shi, Shaojun Wei
2017	J	`jnl`	A routing framework for technology migration with bump encroachment. Integr. Po-Yi Wu, Wai-Kei Mak, Ting-Chi Wang, Cheng Zhuo, Kassan Unda, Yiyu Shi
2017	A*	`conf`	An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers. DAC Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu
2017	—	`conf`	Application of machine learning methods in post-silicon yield improvement. SoCC Baris Yigit, Grace Li Zhang, Bing Li, Yiyu Shi, Ulf Schlichtmann
2017	—	`conf`	CN-SIM: A cycle-accurate full system power delivery noise simulator. ASP-DAC Kassan Unda, Chung-Han Chou, Shih-Chieh Chang, Cheng Zhuo, Yiyu Shi
2017	—	`conf`	Combating Data Leakage Trojans in Sequential Circuits Through Randomized Encoding. DASC/PiCom/DataCom/CyberSciTech Travis E. Schulze, Daryl G. Beetner, Yiyu Shi, Kevin A. Kwiat, Charles A. Kamhoua, Laurent Njilla
2017	J	`jnl`	Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Khalid Al-Jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi
2017	J	`jnl`	Design-Phase Buffer Allocation for Post-Silicon Clock Binning by Iterative Learning. CoRR Grace Li Zhang, Bing Li, Jinglan Liu, Yiyu Shi, Ulf Schlichtmann
2017	A	`conf`	Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks. ICCAD Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Cheng Zhuo, Xiaobo Sharon Hu, Yiyu Shi
2017	—	`conf`	Efficient hardware implementation of cellular neural networks with powers-of-two based incremental quantization. NCS Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Yu Hu, Yiyu Shi
2017	—	`conf`	FPGA based cellular neural network optimization: from design space to system. NCS Zhongyang Liu, Shaoheng Luo, Xiaowei Xu, Yiyu Shi, Cheng Zhuo
2017	—	`conf`	Generative adversarial network based scalable on-chip noise sensor placement. SoCC Jinglan Liu, Yukun Ding, Jianlei Yang, Ulf Schlichtmann, Yiyu Shi
2017	—	`conf`	Pattern based runtime voltage emergency prediction: An instruction-aware block sparse compressed sensing approach. ASP-DAC Yu-Guang Chen, Michihiro Shintani, Takashi Sato, Yiyu Shi, Shih-Chieh Chang
2017	Misc	`conf`	Resource constrained real-time lane-vehicle detection for advanced driver assistance on mobile devices. SAC Tianchen Wang, Kangli Hao, Chunchen Liu, Yiyu Shi
2016	A*	`conf`	A novel cross-layer framework for early-stage power delivery and architecture co-exploration. DAC Cheng Zhuo, Kassan Unda, Yiyu Shi, Wei-Kai Shih
2016	J	`jnl`	Analytical Clustering Score with Application to Postplacement Register Clustering. ACM Trans. Design Autom. Electr. Syst. Chang Xu, Guojie Luo, Peixin Li, Yiyu Shi, Iris Hui-Ru Jiang
2016	—	`conf`	Novel applications of deep learning hidden features for adaptive testing. ASP-DAC Bingjun Xiao, Jinjun Xiong, Yiyu Shi
2016	J	`jnl`	Obstacle-Avoiding Wind Turbine Placement for Power Loss and Wake Effect Optimization. ACM Trans. Design Autom. Electr. Syst. Yu-Wei Wu, Yiyu Shi, Sudip Roy, Tsung-Yi Ho
2016	J	`jnl`	On the Optimal Threshold Voltage Computation of On-Chip Noise Sensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi
2016	—	`conf`	On the measurement of power grid robustness under load uncertainties. SmartGridComm Jie Wu, Ulf Schlichtmann, Yiyu Shi
2016	A	`conf`	Privacy protection via appliance scheduling in smart homes. ICCAD Jie Wu, Jinglan Liu, Xiaobo Sharon Hu, Yiyu Shi
2016	—	`conf`	RECORD: Temporarily Randomized Encoding of COmbinational Logic for Resistance to Data Leakage from hardware Trojan. AsianHOST Travis E. Schulze, Kevin A. Kwiat, Charles A. Kamhoua, Shih-Chieh Chang, Yiyu Shi
2016	J	`jnl`	Selective body biasing for post-silicon tuning of sub-threshold designs: A semi-infinite programming approach with Incremental Hypercubic Sampling. Integr. Hui Geng, Jianming Liu, Jinglan Liu, Pei-Wen Luo, Liang-Chia Cheng, Steven L. Grant, Yiyu Shi
2015	A	`conf`	1-Bit Compressed Sensing Based Framework for Built-in Resonance Frequency Prediction Using On-Chip Noise Sensors. ICCAD Tao Wang, Jinglan Liu, Cheng Zhuo, Yiyu Shi
2015	A	`conf`	A Novel Entropy Production Based Full-Chip TSV Fatigue Analysis. ICCAD Tianchen Wang, Sandeep Kumar Samal, Sung Kyu Lim, Yiyu Shi
2015	—	`conf`	Analytical Clustering Score with Application to Post-Placement Multi-Bit Flip-Flop Merging. ISPD Chang Xu, Peixin Li, Guojie Luo, Yiyu Shi, Iris Hui-Ru Jiang
2015	A	`conf`	Effective CAD Research in the Sea of Papers. ICCAD Jinglan Liu, Da-Cheng Juan, Yiyu Shi
2015	J	`jnl`	Fast Random Walk Based Capacitance Extraction for the 3-D IC Structures With Cylindrical Inter-Tier-Vias. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chao Zhang, Wenjian Yu, Qing Wang, Yiyu Shi
2015	J	`jnl`	HS3-DPG: Hierarchical Simulation for 3-D P/G Network. IEEE Trans. Very Large Scale Integr. Syst. Yu Wang, Song Yao, Shuai Tao, Xiaoming Chen, Yuchun Ma, Yiyu Shi, Huazhong Yang
2015	A*	`conf`	Impact assessment of net metering on smart home cyberattack detection. DAC Yang Liu, Shiyan Hu, Jie Wu, Yiyu Shi, Yier Jin, Yu Hu, Xiaowei Li
2015	J	`jnl`	Introduction to: Special Issue on Cross-Layer System Design. ACM J. Emerg. Technol. Comput. Syst. Yiyu Shi, Takashi Sato
2015	—	`conf`	Multi-threading based parallel dynamic simulator for transient behavior analysis of power systems. SmartGridComm Jie Wu, Peter Feldmann, Jinjun Xiong, Yiyu Shi
2015	J	`jnl`	Novel Spare TSV Deployment for 3-D ICs Considering Yield and Timing Constraints. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yu-Guang Chen, Wan-Yu Wen, Yiyu Shi, Wing-Kai Hon, Shih-Chieh Chang
2015	—	`conf`	Obstacle-avoiding wind turbine placement for power-loss and wake-effect optimization. ASP-DAC Yu-Wei Wu, Yiyu Shi, Sudip Roy, Tsung-Yi Ho
2015	J	`jnl`	On the Efficacy of Through-Silicon-Via Inductors. IEEE Trans. Very Large Scale Integr. Syst. Umamaheswara Rao Tida, Rongbo Yang, Cheng Zhuo, Yiyu Shi
2015	—	`conf`	Optimal selected phasor measurement units for identifying multiple line outages in smart grid. ISGT Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi
2015	—	`conf`	Q-Learning Based Dynamic Voltage Scaling for Designs with Graceful Degradation. ISPD Yu-Guang Chen, Wan-Yu Wen, Tao Wang, Yiyu Shi, Shih-Chieh Chang
2015	J	`jnl`	Selective Body Biasing for Post-Silicon Tuning of Sub-Threshold Designs: An Adaptive Filtering Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hui Geng, Jianming Liu, Pei-Wen Luo, Liang-Chia Cheng, Steven L. Grant, Yiyu Shi
2014	—	`conf`	"Green" On-chip Inductors in Three-Dimensional Integrated Circuits. ISVLSI Umamaheswara Rao Tida, Varun Mittapalli, Cheng Zhuo, Yiyu Shi
2014	—	`conf`	A novel grid load management technique using electric water heaters and Q-learning. SmartGridComm Khalid Al-Jabery, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi
2014	—	`conf`	Ambiguity group based location recognition for multiple power line outages in smart grids. ISGT Jie Wu, Jinjun Xiong, Yiyu Shi
2014	A*	`conf`	Critical Path Monitor Enabled Dynamic Voltage Scaling for Graceful Degradation in Sub-Threshold Designs. DAC Yu-Guang Chen, Tao Wang, Kuan-Yu Lai, Wan-Yu Wen, Yiyu Shi, Shih-Chieh Chang
2014	J	`jnl`	Exploring demand flexibility in heterogeneous aggregators: An LMP-based pricing scheme. ACM Trans. Embed. Comput. Syst. Chenye Wu, Yiyu Shi, Soummya Kar
2014	A	`conf`	Fast and accurate emissivity and absolute temperature maps measurement for integrated circuits. ICCAD Hsueh-Ling Yu, Yih-Lang Li, Tzu-Yi Liao, Tianchen Wang, Yiyu Shi, Shu-Fei Tsai
2014	A	`conf`	MSim: A general cycle accurate simulation platform for memcomputing studies. DATE Chun Zhang, Peng Deng, Hui Geng, Jianming Liu, Qi Zhu, Jinjun Xiong, Yiyu Shi
2014	A	`conf`	Memcomputing: The cape of good hope: [Extended special session description]. DATE Yiyu Shi, Hung-Ming Chen
2014	J	`jnl`	Multibit Retention Registers for Power Gated Designs: Concept, Design, and Deployment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yu-Guang Chen, Hui Geng, Kuan-Yu Lai, Yiyu Shi, Shih-Chieh Chang
2014	J	`jnl`	Novel Through-Silicon-Via Inductor-Based On-Chip DC-DC Converter Designs in 3D ICs. ACM J. Emerg. Technol. Comput. Syst. Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi
2014	J	`jnl`	On the Deployment of On-Chip Noise Sensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi
2014	A	`conf`	Opportunistic through-silicon-via inductor utilization in LC resonant clocks: concept and algorithms. ICCAD Umamaheswara Rao Tida, Varun Mittapalli, Cheng Zhuo, Yiyu Shi
2014	—	`conf`	Optimal PMU placement for identification of multiple power line outages in smart grids. MWSCAS Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi
2014	—	`conf`	Phasor Measurement Unit Placement for Identifying Power Line Outages in Wide-Area Transmission System Monitoring. HICSS Hao Zhu, Yiyu Shi
2014	A	`conf`	Random walk based capacitance extraction for 3D ICs with cylindrical inter-tier-vias. ICCAD Wenjian Yu, Chao Zhang, Qing Wang, Yiyu Shi
2014	A	`conf`	Real time anomaly detection in wide area monitoring of smart grids. ICCAD Jie Wu, Jinjun Xiong, Prasenjit Shil, Yiyu Shi
2014	J	`jnl`	Runtime Self-Calibrated Temperature-Stress Cosensor for 3-D Integrated Circuits. IEEE Trans. Very Large Scale Integr. Syst. Chun Zhang, Dian Ma, Changzhi Li, Yiyu Shi
2014	—	`conf`	Through-silicon-via inductor: Is it real or just a fantasy? ASP-DAC Umamaheswara Rao Tida, Cheng Zhuo, Yiyu Shi
2014	J	`jnl`	Variability-Aware Parametric Yield Estimation for Analog/Mixed-Signal Circuits: Concepts, Algorithms, and Challenges. IEEE Des. Test Fang Gong, Hao Yu, Yiyu Shi, Lei He
2014	A	`conf`	Variation aware optimal threshold voltage computation for on-chip noise sensors. ICCAD Tao Wang, Chun Zhang, Jinjun Xiong, Pei-Wen Luo, Liang-Chia Cheng, Yiyu Shi
2014	A	`conf`	Yield and timing constrained spare TSV assignment for three-dimensional integrated circuits. DATE Yu-Guang Chen, Kuan-Yu Lai, Ming-Chao Lee, Yiyu Shi, Wing-Kai Hon, Shih-Chieh Chang
2013	J	`jnl`	An Analytical Placement Framework for 3-D ICs and Its Extension on Thermal Awareness. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Guojie Luo, Yiyu Shi, Jason Cong
2013	—	`conf`	Benchmarking for research in power delivery networks of three-dimensional integrated circuits. ISPD Pei-Wen Luo, Chun Zhang, Yung-Tai Chang, Liang-Chia Cheng, Hung-Hsie Lee, Bih-Lan Sheu, Yu-Shih Su, Ding-Ming Kwai, Yiyu Shi
2013	A	`conf`	Eagle-eye: a near-optimal statistical framework for noise sensor placement. ICCAD Tao Wang, Chun Zhang, Jinjun Xiong, Yiyu Shi
2013	—	`conf`	FF-bond: multi-bit flip-flop bonding at placement. ISPD Chang-Cheng Tsai, Yiyu Shi, Guojie Luo, Iris Hui-Ru Jiang
2013	—	`conf`	HS3DPG: Hierarchical simulation for 3D P/G network. ASP-DAC Shuai Tao, Xiaoming Chen, Yu Wang, Yuchun Ma, Yiyu Shi, Hui Wang, Huazhong Yang
2013	A	`conf`	Novel crack sensor for TSV-based 3D integrated circuits: design and deployment perspectives. ICCAD Chun Zhang, Moongon Jung, Sung Kyu Lim, Yiyu Shi
2013	—	`conf`	On the futility of thermal through-silicon-vias. VLSI-DAT Chung-Han Chou, Nien-Yu Tsai, Hao Yu, Yiyu Shi, Jui-Hung Chien, Shih-Chieh Chang
2013	J	`jnl`	Order statistics for correlated random variables and its application to at-speed testing. ACM Trans. Design Autom. Electr. Syst. Yiyu Shi, Jinjun Xiong, Vladimir Zolotov, Chandu Visweswariah
2013	J	`jnl`	Through-Silicon Via Fault-Tolerant Clock Networks for 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chiao-Ling Lung, Yu-Shih Su, Hsih-Hsiu Huang, Yiyu Shi, Shih-Chieh Chang
2012	—	`conf`	A master-slave SoC structure for HMM based speech recognition. VLSI-DAT Hui Geng, Yiyu Shi, Ming Dong, Runsheng Liu
2012	—	`conf`	Capturing the phantom of the power grid - on the runtime adaptive techniques for noise reduction. ASP-DAC Tao Wang, Pei-Wen Luo, Yu-Shih Su, Liang-Chia Cheng, Ding-Ming Kwai, Yiyu Shi
2012	J	`jnl`	Efficient Wakeup Scheduling Considering Both Resource Usage and Timing Budget for Power Gating Designs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ming-Chao Lee, Yiyu Shi, Shih-Chieh Chang
2012	A	`conf`	Efficient multiple-bit retention register assignment for power gated design: Concept and algorithms. ICCAD Yu-Guang Chen, Yiyu Shi, Kuan-Yu Lai, Hui Geng, Shih-Chieh Chang
2012	—	`conf`	Efficient on-line module-level wake-up scheduling for high performance multi-module designs. ISPD Ming-Chao Lee, Yiyu Shi, Yu-Guang Chen, Diana Marculescu, Shih-Chieh Chang
2012	J	`jnl`	Measurement and Evaluation of Power Analysis Attacks on Asynchronous S-Box. IEEE Trans. Instrum. Meas. Jun Wu, Yiyu Shi, Minsu Choi
2012	—	`conf`	Reliable Power Delivery System Design for Three-Dimensional Integrated Circuits (3D ICs). ISVLSI Pei-Wen Luo, Tao Wang, Chin-Long Wey, Liang-Chia Cheng, Bih-Lan Sheu, Yiyu Shi
2012	A	`conf`	Utilizing random noise in cryptography: Where is the Tofu? ICCAD Hui Geng, Jun Wu, Jianming Liu, Minsu Choi, Yiyu Shi
2012	J	`jnl`	Worst-Case Estimation for Data-Dependent Timing Jitter and Amplitude Noise in High-Speed Differential Link. IEEE Trans. Very Large Scale Integr. Syst. Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti
2011	—	`conf`	Contingency constrained economic dispatch in smart grids with correlated demands. SmartGridComm Yiyu Shi, Jinjun Xiong
2011	—	`conf`	Dual-pricing policy for controller-side strategies in demand side management. SmartGridComm Siyu Yue, Jiong Chen, Yuantao Gu, Chenye Wu, Yiyu Shi
2011	A*	`conf`	Fault-tolerant 3D clock network. DAC Chiao-Ling Lung, Yu-Shih Su, Shih-Hsiu Huang, Yiyu Shi, Shih-Chieh Chang
2011	A	`conf`	On the preconditioner of conjugate gradient method - A power grid simulation perspective. ICCAD Chung-Han Chou, Nien-Yu Tsai, Hao Yu, Che-Rung Lee, Yiyu Shi, Shih-Chieh Chang
2011	J	`jnl`	Runtime Resonance Noise Reduction with Current Prediction Enabled Frequency Actuator. IEEE Trans. Very Large Scale Integr. Syst. Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He
2011	J	`jnl`	System-in-Package: Electrical and Layout Perspectives. Found. Trends Electron. Des. Autom. Lei He, Shauki Elassaad, Yiyu Shi, Yu Hu, Wei Yao
2011	—	`conf`	TSV fault-tolerant mechanisms with application to 3D clock networks. ISOCC Chiao-Ling Lung, Jui-Hung Chien, Yiyu Shi, Shih-Chieh Chang
2011	A*	`conf`	Thermal-aware cell and through-silicon-via co-placement for 3D ICs. DAC Jason Cong, Guojie Luo, Yiyu Shi
2010	A*	`conf`	A universal state-of-charge algorithm for batteries. DAC Bingjun Xiao, Yiyu Shi, Lei He
2010	J	`jnl`	EMPIRE: An Efficient and Compact Multiple-Parameterized Model-Order Reduction Method for Physical Optimization. IEEE Trans. Very Large Scale Integr. Syst. Yiyu Shi, Lei He
2010	J	`jnl`	Fast Analysis of a Large-Scale Inductive Interconnect by Block-Structure-Preserved Macromodeling. IEEE Trans. Very Large Scale Integr. Syst. Hao Yu, Chunta Chu, Yiyu Shi, David Smart, Lei He, Sheldon X.-D. Tan
2010	A	`conf`	Modeling and design for beyond-the-die power integrity. ICCAD Yiyu Shi, Lei He
2010	A*	`conf`	QuickYield: an efficient global-search based parametric yield estimation with performance constraints. DAC Fang Gong, Hao Yu, Yiyu Shi, DaeSoo Kim, Junyan Ren, Lei He
2009	—	`conf`	Incremental and on-demand random walk for iterative power distribution network analysis. ASP-DAC Yiyu Shi, Wei Yao, Jinjun Xiong, Lei He
2009	A	`conf`	Joint design-time and post-silicon optimization for digitally tuned analog circuits. ICCAD Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti
2009	A	`conf`	Pre-ATPG path selection for near optimal post-ATPG process space coverage. ICCAD Jiniun Xionq, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah
2009	A*	`conf`	Statistical multilayer process space coverage for at-speed test. DAC Jinjun Xiong, Yiyu Shi, Vladimir Zolotov, Chandu Visweswariah
2009	—	`conf`	Stochastic current prediction enabled frequency actuator for runtime resonance noise reduction. ASP-DAC Yiyu Shi, Jinjun Xiong, Howard Chen, Lei He
2009	—	`conf`	Worst case timing jitter and amplitude noise in differential signaling. ISQED Wei Yao, Yiyu Shi, Lei He, Sudhakar Pamarti, Yu Hu
2008	J	`jnl`	Efficient Decoupling Capacitance Budgeting Considering Operation and Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He
2008	—	`conf`	Scalable Symbolic Model Order Reduction. BMAS Yiyu Shi, Lei He, Chuanjin Richard Shi
2008	C	`conf`	Temperature-aware clock tree synthesis considering spatiotemporal hot spot correlations. ICCD Chunchen Liu, Junjie Su, Yiyu Shi
2008	J	`jnl`	Thermal Via Allocation for 3-D ICs Considering Temporally and Spatially Variant Thermal Power. IEEE Trans. Very Large Scale Integr. Syst. Hao Yu, Yiyu Shi, Lei He, Tanay Karnik
2007	J	`jnl`	Circuit-simulated obstacle-aware Steiner routing. ACM Trans. Design Autom. Electr. Syst. Yiyu Shi, Paul Mesa, Hao Yu, Lei He
2007	A	`conf`	Efficient decoupling capacitance budgeting considering operation and process variations. ICCAD Yiyu Shi, Jinjun Xiong, Chunchen Liu, Lei He
2007	—	`conf`	Empire: an efficient and compact multiple-parameterized model order reduction method. ISPD Yiyu Shi, Lei He
2006	A	`conf`	A fast block structure preserving model order reduction for inverse inductance circuits. ICCAD Hao Yu, Yiyu Shi, Lei He, David Smart
2006	—	`conf`	CDCTree: novel obstacle-avoiding routing tree construction based on current driven circuit model. ASP-DAC Yiyu Shi, Tong Jing, Lei He, Zhe Feng, Xianlong Hong
2006	A*	`conf`	Circuit simulation based obstacle-aware Steiner routing. DAC Yiyu Shi, Paul Mesa, Hao Yu, Lei He
2006	—	`conf`	DraXRouter: global routing in X-Architecture with dynamic resource assignment. ASP-DAC Zhen Cao, Tong Jing, Yu Hu, Yiyu Shi, Xianlong Hong, Xiaodong Hu, Guiying Yan
2006	A*	`conf`	Fast analysis of structured power grid by triangularization based structure preserving model order reduction. DAC Hao Yu, Yiyu Shi, Lei He
2006	—	`conf`	SAMSON: a generalized second-order arnoldi method for reducing multiple source linear network with susceptance. ISPD Yiyu Shi, Hao Yu, Lei He
2006	A	`conf`	Thermal via allocation for 3D ICs considering temporally and spatially variant thermal power. ISLPED Hao Yu, Yiyu Shi, Lei He, Tanay Karnik