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Dynamic graph neural network-based fraud detectors against collaborative fraudsters 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 278, 页码: 12
作者:  Ren, Lingfei;  Hu, Ruimin;  Li, Dengshi;  Liu, Yang;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Telecom fraud detection  Collaborative fraud  Semi -supervised learning  Dynamic graph neural network  
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23
作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling  
Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360 degrees Omnidirectional Image 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:  Cong, Runmin;  Huang, Ke;  Lei, Jianjun;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
360? omnidirectional image  cube-unfolding (CU)  dynamic weighting  filtration and refinement (FR)  salient object detection (SOD)  
Person Search by a Bi-Directional Task-Consistent Learning Model 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 1190-1203
作者:  Wang, Cheng;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:8/0  |  提交时间:2023/12/04
Task analysis  Detectors  Training  Robustness  Proposals  Feature extraction  Cameras  Deep neural networks  Person search  
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)  
Learning pseudo labels for semi-and-weakly supervised semantic segmentation 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 132, 页码: 10
作者:  Wang, Yude;  Zhang, Jie;  Kan, Meina;  Shan, Shiguang
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Semi -supervised  Weakly supervised  Semi -and -weakly supervised  Semantic segmentation  Pseudo label  Self-training  
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  
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  
EALI: Energy-aware layer-level scheduling for convolutional neural network inference services on GPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 265-281
作者:  Yao, Chunrong;  Liu, Wantao;  Liu, Zhibing;  Yan, Longchuan;  Hu, Songlin;  Tang, Weiqing
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Scheduling  Convolutional neural networks (CNNs)  GPUs  Service-level-objective (SLO)  Energy minimization  Inference services  
A dynamic ensemble deep deterministic policy gradient recursive network for spatiotemporal traffic speed forecasting in an urban road network 期刊论文
DIGITAL SIGNAL PROCESSING, 2022, 卷号: 129, 页码: 16
作者:  Mi, Xiwei;  Yu, Chengqing;  Liu, Xinwei;  Yan, Guangxi;  Yu, Fuhao;  Shang, Pan
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Spatiotemporal traffic speed forecasting  Deep deterministic policy gradient  Simple recursive network  Temporal convolution network