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Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
Fast and scalable all-optical network architecture for distributed deep learning 期刊论文
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2024, 卷号: 16, 期号: 3, 页码: 342-357
作者:  Li, Wenzhe;  Yuan, Guojun;  Wang, Zhan;  Tan, Guangming;  Zhang, Peiheng;  Rouskas, George N.
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
QoE-Driven Antenna Tuning in Cellular Networks With Cooperative Multi-Agent Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1186-1199
作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong;  Zhang, Kaisa;  Liu, Qian;  Maimaiti, Saidiwaerdi;  Zuo, Peiliang
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Antenna tuning  multi-goal MARL  QoE/QoS mapping  self-optimization  
Mathematical Framework for Optimizing Crossbar Allocation for ReRAM-based CNN Accelerators 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2024, 卷号: 29, 期号: 1, 页码: 24
作者:  Li, Wanqian;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
ReRAM crossbars  CNN accelerator  mathematical framework  crossbar allocation  
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511
作者:  Yang, Zhiyong;  Xu, Qianqian;  Hou, Wenzheng;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Optimization  Training  Perturbation methods  Machine learning  Receivers  Machine learning algorithms  Linear programming  AUC Optimization  adversarial learning  machine learning  
Statistical Modeling of Soft Error Influence on Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4152-4163
作者:  Huang, Haitong;  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Luo, Tao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Fault analysis  fault simulation  neural network (NN) reliability  statistical fault modeling  
Macro-influencers or meso-influencers, how do companies choose? 期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2023, 页码: 20
作者:  Lv, Junjie;  Yang, Ruyu;  Yu, Jianye;  Yao, Wenjing;  Wang, Yuanzhuo
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Influencer marketing  Social commerce  Social media  Information dissemination  Social evolutionary game  
Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 21
作者:  Fan, Zhenfeng;  Peng, Silong;  Xia, Shihong
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
3D face  Dense correspondence  Non-rigid registration  3D morphable model  
Au-Fe3O4 nanozyme coupled with CRISPR-Cas12a for sensitive and visual antibiotic resistance diagnosing 期刊论文
ANALYTICA CHIMICA ACTA, 2023, 卷号: 1251, 页码: 10
作者:  Chen, Haoxiang;  Li, Bangying;  Shi, Shangyi;  Zhou, Tao;  Wang, Xiumin;  Wang, Zuyong;  Zhou, Xi;  Wang, Miao;  Shi, Wei;  Ren, Lei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
CRISPR  Cas12a  Colorimetric assay  Antibiotic resistance bacteria  Antibiotic resistance gene  Nanozyme  Pathogen detection