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An Application-oblivious Memory Scheduling System for DNN Accelerators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2022, 卷号: 19, 期号: 4, 页码: 26
作者:  Li, Jiansong;  Wang, Xueying;  Chen, Xiaobing;  Li, Guangli;  Dong, Xiao;  Zhao, Peng;  Yu, Xianzhi;  Yang, Yongxin;  Cao, Wei;  Liu, Lei;  Feng, Xiaobing
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Deep learning  memory scheduling  runtime system  DNN accelerators  
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 8449-8464
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Huang, Qingming
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Feature extraction  Predictive models  Wrapping  Frequency modulation  Computational modeling  Training  Recommender systems  Click-through rate prediction  recommender system  bilevel optimization  meta-learning  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载:29/0  |  提交时间:2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 5, 页码: 1200-1220
作者:  Liu, Lei;  Ma, Xiu;  Liu, Hua-Xiao;  Li, Guang-Li;  Liu, Lei
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
deep learning accelerator  programming framework  domain-specific language  
Scalable Intra Coding Optimization for Video Coding 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 10, 页码: 7092-7106
作者:  Zhang, Jiaqi;  Wang, Meng;  Jia, Chuanmin;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Encoding  Complexity theory  Optimization  Standards  Transforms  Electronic mail  Urban areas  AVS3  block partition  inherited information  intra coding optimization  
Portrait: A holistic computation and bandwidth balanced performance evaluation model for heterogeneous systems 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2022, 卷号: 35, 页码: 8
作者:  Wu, Jingya;  Lu, Wenyan;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Accelerators  Heterogeneous systems  Bandwidth contention  Hardware hazard  PCIe  
Scaling Poisson Solvers on Many Cores via MMEwald 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 8, 页码: 1888-1901
作者:  Wu, Mingchuan;  Wu, Yangjun;  Shang, Honghui;  Liu, Ying;  Cui, Huimin;  Li, Fang;  Duan, Xiaohui;  Zhang, Yunquan;  Feng, Xiaobing
收藏  |  浏览/下载:36/0  |  提交时间:2022/06/21
Optimization  Bandwidth  Supercomputers  Electric potential  Boundary conditions  Electrostatics  Silicon  Poisson solver  architecture-specific optimizations  many-core processor  
Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 128, 页码: 20
作者:  Choong, Benjamin Chen Ming;  Luo, Tao;  Liu, Cheng;  He, Bingsheng;  Zhang, Wei;  Zhou, Joey Tianyi
收藏  |  浏览/下载:19/0  |  提交时间:2022/12/07
Artificial intelligence  Hardware-software co-design  Deep learning  Embedded systems  Emerging memory  
NfvInsight: A Framework for Automatically Deploying and Benchmarking VNF Chains 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 3, 页码: 680-698
作者:  Xu, Tian-Ni;  Sun, Hai-Feng;  Zhang, Di;  Zhou, Xiao-Ming;  Sui, Xiu-Feng;  Wang, Sa;  Huang, Qun;  Bao, Yun-Gang
收藏  |  浏览/下载:23/0  |  提交时间:2022/12/07
network function virtualization (NFV)  service chain  performance bottleneck  network stack latency  
A Machine Learning Approach for Optimization of Channel Geometry and Source/Drain Doping Profile of Stacked Nanosheet Transistors 期刊论文
IEEE TRANSACTIONS ON ELECTRON DEVICES, 2022, 页码: 7
作者:  Xu, Haoqing;  Gan, Weizhuo;  Cao, Lei;  Yang, Cheng;  Wu, Jiahao;  Zhou, Mi;  Qu, Hengze;  Zhang, Shengli;  Yin, Huaxiang;  Wu, Zhenhua
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Performance evaluation  Doping  Optimization  Geometry  Semiconductor process modeling  Training  Logic gates  Machine learning  multi-objective optimization (MOO)  nanosheet  technology computer-aided design (TCAD) simulation