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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  
How to Tame Mobility in Federated Learning Over Mobile Networks? 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9640-9657
作者:  Peng, Yan;  Tang, Xiaogang;  Zhou, Yiqing;  Hou, Yuenan;  Li, Jintao;  Qi, Yanli;  Liu, Ling;  Lin, Hai
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Federated learning  user mobility  resource allocation  convergence analysis  
Improving the Scalability of Distributed Network Emulations: An Algorithmic Perspective 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023, 卷号: 20, 期号: 4, 页码: 4325-4339
作者:  Zhao, Huaiyi;  Zhang, Xinyi;  Wang, Yang;  Diao, Zulong;  Li, Yanbiao;  Xie, Gaogang
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Distributed network emulations  service assurance  performance evaluations  large-scale experimental platforms  optimization theories  multilevel algorithms  
Toward Network-Aware Query Execution Systems in Large Datacenters 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023, 卷号: 20, 期号: 4, 页码: 4494-4504
作者:  Cheng, Long;  Wang, Ying;  Jhaveri, Rutvij H.;  Wang, Qingle;  Mao, Ying
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Query data operator  coflow scheduling  network communication  performance optimizations  datacenters  
MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4112-4125
作者:  Zhu, Zhenhua;  Sun, Hanbo;  Xie, Tongxin;  Zhu, Yu;  Dai, Guohao;  Xia, Lixue;  Niu, Dimin;  Chen, Xiaoming;  Hu, Xiaobo Sharon;  Cao, Yu;  Xie, Yuan;  Yang, Huazhong;  Wang, Yu
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Computational modeling  Computer architecture  Integrated circuit modeling  Scheduling  Hardware  Memristors  Convolutional neural networks  Hardware modeling tool  processing-in-memory (PIM)  software-hardware co-optimization  
NeuralGLS: learning to guide local search with graph convolutional network for the traveling salesman problem 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 20
作者:  Sui, Jingyan;  Ding, Shizhe;  Xia, Boyang;  Liu, Ruizhi;  Bu, Dongbo
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Graph convolutional network  Guided local search  Traveling salesman problem  
Organic/inorganic hybrids for intelligent sensing and wearable clean energy applications 期刊论文
ADVANCED COMPOSITES AND HYBRID MATERIALS, 2023, 卷号: 6, 期号: 5, 页码: 29
作者:  Zhao, Xiaotong;  Du, Yinxiao;  Li, Wei;  Zhao, Zebi;  Lei, Ming
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Organic/inorganic hybrids  Inorganic semiconductors  Organic materials  Hybridization  Individual components  
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 卷号: 143, 页码: 14
作者:  Li, Guangli;  Ma, Xiu;  Yu, Qiuchu;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
On-device deep learning  Efficient neural networks  Model approximation and optimization  
Predicting for I/O stack optimizations on cyber-physical systems 期刊论文
MICROPROCESSORS AND MICROSYSTEMS, 2023, 卷号: 101, 页码: 10
作者:  Zhang, Yangmei;  Shen, Fanfan;  Li, Mengquan;  Wu, Chao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
I  O stack  Cyber-physical system  O idle time  Prediction  
VTensor: Using Virtual Tensors to Build a Layout-Oblivious AI Programming Framework 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 5, 页码: 1074-1097
作者:  Yu, Feng;  Zhao, Jia-Cheng;  Cui, Hui-Min;  Feng, Xiao-Bing;  Xue, Jingling
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
artificial intelligence (AI) programming  layout-oblivious  tensor processing