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Chip design with machine learning: a survey from algorithm perspective 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 11, 页码: 31
作者:  He, Wenkai;  Li, Xiaqing;  Song, Xinkai;  Hao, Yifan;  Zhang, Rui;  Du, Zidong;  Chen, Yunji
收藏  |  浏览/下载：6/0  |  提交时间：2023/12/04
chip design  machine learning  chip design automation  design result estimation  design optimization and correction  design construction  
Learning controllable elements oriented representations for reinforcement learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13
作者:  Yi, Qi;  Zhang, Rui;  Peng, Shaohui;  Guo, Jiaming;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Ruizhi;  Li, Ling;  Chen, Yunji
收藏  |  浏览/下载：6/0  |  提交时间：2023/12/04
Reinforcement learning  Representation learning  
Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure 期刊论文
SCIENTIFIC REPORTS, 2023, 卷号: 13, 期号: 1, 页码: 15
作者:  Dong, Bowen;  Wang, Zhuo;  Li, Zhenyu;  Duan, Zhichao;  Xu, Jiacheng;  Pan, Tengyu;  Zhang, Rui;  Liu, Ning;  Li, Xiuxing;  Wang, Jie;  Liu, Caiyan;  Dong, Liling;  Mao, Chenhui;  Gao, Jing;  Wang, Jianyong
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Biological knowledge graph-guided investigation of immune therapy response in cancer with graph neural network 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2023, 卷号: 24, 期号: 2, 页码: 9
作者:  Zhao, Lianhe;  Qi, Xiaoning;  Chen, Yang;  Qiao, Yixuan;  Bu, Dechao;  Wu, Yang;  Luo, Yufan;  Wang, Sheng;  Zhang, Rui;  Zhao, Yi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
immune checkpoints inhibitors  deep learning  graph neural networks  
A novel tongue feature extraction method on mobile devices 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 80, 页码: 13
作者:  Qiu, Dehui;  Zhang, Xinyue;  Wan, Xiaohua;  Li, Jiacheng;  Xu, Ziheng;  Lin, Senlin;  Zhang, Fa;  Song, Xuekun;  Zhang, Rui;  Chen, Yulong;  Zheng, Yuling
收藏  |  浏览/下载：12/0  |  提交时间：2023/07/12
Tongue diagnosis  Deep learning  Mobile devices  Tongue segmentation  Tongue feature classification  
Local–Global Cross Fusion Network With Gaussian-Initialized Learnable Positional Prompting for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 16
作者:  Zhang, Xin;  Zhang, Rui;  Li, Ling;  Li, Wei
收藏  |  浏览/下载：0/0  |  提交时间：2024/05/20
3-D convolutional neural network (CNN)  hyperspectral image (HSI) classification  prompting  remote sensing  transformer  
Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 7006-7019
作者:  Liu, Chang;  Zhang, Xishan;  Zhang, Rui;  Li, Ling;  Zhou, Shiyi;  Huang, Di;  Li, Zhen;  Du, Zidong;  Liu, Shaoli;  Chen, Tianshi
收藏  |  浏览/下载：11/0  |  提交时间：2023/07/12
Neural network acceleration  low precision training  quantization  
A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 21
作者:  Huang, Di;  Zhang, Rui;  Zhang, Xishan;  Wu, Fan;  Wang, Xianzhuo;  Jin, Pengwei;  Liu, Shaoli;  Li, Ling;  Chen, Yunji
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Convolution neural networks  Model acceleration  Winograd algorithm  Video analysis  
Toward Efficient Execution of Mainstream Deep Learning Frameworks on Mobile Devices: Architectural Implications 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 3, 页码: 453-466
作者:  Dai, Yuting;  Zhang, Rui;  Xue, Rui;  Liu, Benyong;  Li, Tao
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Deep learning  Mobile handsets  Performance evaluation  Mobile applications  Computational modeling  Quantization (signal)  Central Processing Unit  CPU usage  deep learning (DL)  energy efficiency  microarchitecture  mobile phone  network compression  thermal characterization  
CGNet: A Light-Weight Context Guided Network for Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 1169-1179
作者:  Wu, Tianyi;  Tang, Sheng;  Zhang, Rui;  Cao, Juan;  Zhang, Yongdong
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
Semantics  Image segmentation  Context modeling  Computer architecture  Computational modeling  Mobile handsets  Predictive models  Semantic segmentation  surrounding context  global context  context guided