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DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training Journal article
Zhou, Haoran, Rang, Wei, Chen, Hongyang, Zhou, Xiaobo, Cheng, Dazhao. DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1920-1935.
Authors:  Zhou, Haoran;  Rang, Wei;  Chen, Hongyang;  Zhou, Xiaobo;  Cheng, Dazhao
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Deep Neural Network Training  Heterogeneous Memory  Memory Management  Performance Optimization  
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences Journal article
Wang, Hulin, Yang, Donglin, Xia, Yaqi, Zhang, Zheng, Wang, Qigang, Fan, Jianping, Zhou, Xiaobo, Cheng, Dazhao. Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences[J]. IEEE TRANSACTIONS ON COMPUTERS, 2024, 73(7), 1852-1865.
Authors:  Wang, Hulin;  Yang, Donglin;  Xia, Yaqi;  Zhang, Zheng;  Wang, Qigang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.6/3.2 | Submit date：2024/05/16
Sparse Transformer  Inference Acceleration  Gpu  Deep Learning  Memory Optimization  Resource Management  
LSTM with particle Swam optimization for sales forecasting Journal article
He, Qi Qiao, Wu, Cuiyu, Si, Yain Whar. LSTM with particle Swam optimization for sales forecasting[J]. Electronic Commerce Research and Applications, 2022, 51.
Authors:  He, Qi Qiao;  Wu, Cuiyu;  Si, Yain Whar
Favorite | TC[WOS]:36 TC[Scopus]:49  IF:5.9/6.9 | Submit date：2022/02/21
E-commerce  Long Short-term Memory  Particle Swam Optimization  Sales Forecasting  Time Series  
An ECG data sampling method for home-use IoT ECG monitor system optimization based on brick-up metaheuristic algorithm Journal article
Song, Qun, Li, Tengyue, Fong, Simon, Wu, Feng. An ECG data sampling method for home-use IoT ECG monitor system optimization based on brick-up metaheuristic algorithm[J]. Mathematical Biosciences and Engineering, 2021, 18(6), 9076-9093.
Authors:  Song, Qun;  Li, Tengyue;  Fong, Simon;  Wu, Feng
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.600/2.300 | Submit date：2022/05/13
Brick-up Metaheuristic Optimization Algorithm  Ecg Data Sampling  In-home Iot Monitoring System  Long Short-term Memory Networks  
Eidetic Wolf Search Algorithm with a global memory structure Journal article
Simon Fong, Suash Deb, Thomas Hanne, Jinyan (Leo) Li. Eidetic Wolf Search Algorithm with a global memory structure[J]. European Journal of Operational Research, 2016, 254(1), 19-28.
Authors:  Simon Fong;  Suash Deb;  Thomas Hanne;  Jinyan (Leo) Li
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:6.0/5.9 | Submit date：2019/02/13
Metaheuristics  Wolf Search Algorithm  Global Memory Structure  Ant Colony Optimization  Particle Swarm Optimization  
Stable and efficient miscible liquid-liquid interactions Conference paper
Zhu H., Bao K., Wu E., Liu X.. Stable and efficient miscible liquid-liquid interactions[C], 2007, 55-63.
Authors:  Zhu H.;  Bao K.;  Wu E.;  Liu X.
Favorite | TC[WOS]:10 TC[Scopus]:17 | Submit date：2019/02/13
Control  Free Surface  Lattice Boltzmann Method  Memory Optimization  Miscible Mixture  Multicore System  Stability  Subgrid Model  
Optimizing data loading and memory allocation for out-of-core simplification Journal article
Wang H., Cai K., Wang W., Wu E.. Optimizing data loading and memory allocation for out-of-core simplification[J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2005, 17(8), 1736-1743.
Authors:  Wang H.;  Cai K.;  Wang W.;  Wu E.
Favorite |  | Submit date：2019/02/13
Dynamic optimization  I/O  Memory allocation  Out-of-core simplification