Yiyu Shi
- FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis
2022/03/04 by Yawen Wu, Dewen Zeng, Wu, Yawen +7 · 11 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Unleashing the Potential of LLMs for Quantum Computing: A Study in Quantum Architecture Design
2023/07/17 by Zhiding Liang, Jinglei Cheng, Liang, Zhiding +15 · 7 citations
Decision Sciences · Engineering · Materials Science · #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #Quantum Physics (quant-ph) #Scientific Computing and Data Management
- Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation
2021/09/15 by Xinrong Hu, Hu, Xinrong, Dewen Zeng +5 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks
2020/02/10 by Lei Yang, Yang, Lei, Zheyu Yan +15 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease
2021/01/26 by Xiaowei Xu, Xu, Xiaowei, Tianchen Wang +15 · 2 citations
Medicine · Computer Science · #Congenital Heart Disease Studies #Advanced Neural Network Applications #Coronary Artery Anomalies
- Distributed Contrastive Learning for Medical Image Segmentation
2022/08/07 by Yawen Wu, Dewen Zeng, Wu, Yawen +7 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization
2022/08/23 by Gelei Xu, Yawen Wu, Xu, Gelei +5 · 2 citations
Medicine · Psychology · #Body Image and Dysmorphia Studies #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #Dermatology and Skin Diseases #FOS: Computer and information sciences
- Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis
2024/05/14 by Qing‐Peng Kong, Kong, Qingpeng, Ching-Hao Chiu +11 · 3 citations
Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
- Hybrid Gate-Pulse Model for Variational Quantum Algorithms
2022/12/01 by Zhiding Liang, Zhixin Song, Liang, Zhiding +19 · 2 citations
Computer Science · #FOS: Electrical engineering #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Systems and Control (eess.SY) #electronic engineering #information engineering
- On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks
2018/02/10 by Yukun Ding, Jinglan Liu, Ding, Yukun +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor
2023/06/26 by Yu-Jen Chen, Chen, Yu-Jen, Xinrong Hu +5 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- On Neural Architecture Search for Resource-Constrained Hardware Platforms
2019/10/31 by Qing Lu, Lu, Qing, Weiwen Jiang +7 · 2 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation
2018/03/13 by Xiaowei Xu, Xu, Xiaowei, Qing Lu +11 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start
2020/07/17 by Weiwen Jiang, Jiang, Weiwen, Lei Yang +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
2024/05/07 by Ruiyang Qin, Zheyu Yan, Qin, Ruiyang +19 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Optimization and Search Problems #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation
2020/07/18 by Tianchen Wang, Xiaowei Xu, Wang, Tianchen +13 · 1 citation
Computer Science · Medicine · Engineering · #Blind Source Separation Techniques #Advanced MRI Techniques and Applications #Sparse and Compressive Sensing Techniques
- RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search
2021/09/13 by Zheyu Yan, Weiwen Jiang, Yan, Zheyu +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow
2021/09/08 by Zhiding Liang, Liang, Zhiding, Zhepeng Wang +11 · 1 citation
Computer Science · Engineering · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Advancements in Semiconductor Devices and Circuit Design
- Contrastive Learning with Synthetic Positives
2024/08/30 by Dewen Zeng, Yawen Wu, Zeng, Dewen +7 · 2 citations
Psychology · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Online and Blended Learning
- Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning
2023/07/30 by Boyang Li, Bingyu Shen, Li, Boyang +7 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Privacy-Preserving Technologies in Data #Cryptography and Data Security
- Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models
2023/08/26 by Yi Sheng, Sheng, Yi, Junhuan Yang +9 · 1 citation
Medicine · #Cutaneous Melanoma Detection and Management #Skin Protection and Aging
- EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs
2024/02/19 by Song Guo, Guo, Song, Fan Wu +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Network Packet Processing and Optimization
- NASS: Optimizing Secure Inference via Neural Architecture Search
2020/01/30 by Song Bian, Bian, Song, Weiwen Jiang +7 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Machine Learning in Healthcare #Cryptography and Data Security
- SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition
2026/07/13 by Jun Zhuang, Mohammad Al Hasan, Yiyu Shi +1
#cs.CV #cs.LG