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AR-GAIL: Adaptive routing protocol for FANETs using generative adversarial imitation learning 期刊论文
COMPUTER NETWORKS, 2022, 卷号: 218, 页码: 14
作者:  Liu, Jianmin;  Wang, Qi;  Xu, Yongjun
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Adaptive routing  Flying ad-hoc networks (FANETs)  Generative adversarial imitation learning (GAIL)  
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 12, 页码: 3772-3786
作者:  Wang, Tian;  Zhou, Junlong;  Li, Liying;  Zhang, Gongxuan;  Li, Keqin;  Hu, Xiaobo Sharon
收藏  |  浏览/下载:31/0  |  提交时间:2022/12/07
Cloud computing  Servers  Reliability  Business  Computer architecture  Real-time systems  Processor scheduling  Cloud service  deadline miss rate  multiserver configuration  profit maximization  soft error reliability  
Multi-Node Acceleration for Large-Scale GCNs 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载:26/0  |  提交时间:2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
JBNN: A Hardware Design for Binarized Neural Networks Using Single-Flux-Quantum Circuits 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3203-3214
作者:  Fu, Rongliang;  Huang, Junying;  Wu, Haibin;  Ye, Xiaochun;  Fan, Dongrui;  Ho, Tsung-Yi
收藏  |  浏览/下载:15/0  |  提交时间:2023/07/12
Superconducting  single-flux-quantum  accelerator  binarized neural network  
A Systematic View of Model Leakage Risks in Deep Neural Network Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3254-3267
作者:  Hu, Xing;  Liang, Ling;  Chen, Xiaobing;  Deng, Lei;  Ji, Yu;  Ding, Yufei;  Du, Zidong;  Guo, Qi;  Sherwood, Tim;  Xie, Yuan
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Domain-specific architecture  deep learning security  model security  
A Machine Learning-Based Framework for Dynamic Selection of Congestion Control Algorithms 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2022, 页码: 16
作者:  Zhou, Jianer;  Qiu, Xinyi;  Li, Zhenyu;  Li, Qing;  Tyson, Gareth;  Duan, Jingpu;  Wang, Yi;  Pan, Heng;  Wu, Qinghua
收藏  |  浏览/下载:15/0  |  提交时间:2023/07/12
Congestion control  eBPF  machine learning  
Channel-Aware Decoupling Network for Multiturn Dialog Comprehension 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 12
作者:  Zhang, Zhuosheng;  Zhao, Hai;  Liu, Longxiang
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Deep neural networks  dialog modeling  natural language generation  open domain conversation system  
Multiagent Reinforcement Learning With Heterogeneous Graph Attention Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:  Du, Wei;  Ding, Shifei;  Zhang, Chenglong;  Shi, Zhongzhi
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Reinforcement learning  Multi-agent systems  Aggregates  Task analysis  Scalability  Marine vehicles  Learning systems  Graph attention network  heterogeneous agents  multiagent reinforcement learning (MARL)  relationship-level attention  
Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Han, Yinhe;  Zhang, Lei
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Resource management  Predictive models  Runtime  Generators  Generative adversarial networks  Computational modeling  Training  Design space exploration  generative adversarial network (GAN)  reconfigurable processor  
Re-FeMAT: A Reconfigurable Multifunctional FeFET-Based Memory Architecture 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 5071-5084
作者:  Zhang, Xiaoyu;  Liu, Rui;  Song, Tao;  Yang, Yuxin;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Convolutional neural network (CNN)  ferroelectric field-effect transistor (FeFET)  few-shot learning  in-memory processing  ternary content-addressable memory (TCAM)