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Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
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  
Characterizing and Understanding HGNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 2, 页码: 69-72
作者:  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Kernel  Semantics  Aggregates  Mercury (metals)  Motion pictures  Graphics processing units  Electric breakdown  Heterogeneous graph neural networks  GNNs  characterization  execution semantic  execution pattern  
An efficient scheduling algorithm for dataflow architecture using loop-pipelining 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1136-1153
作者:  Li, Yi;  Wu, Meng;  Ye, Xiaochun;  Li, Wenming;  Xue, Rui;  Wang, Da;  Zhang, Hao;  Fan, Dongrui
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Dataflow architecture  Instruction scheduling  Multicast  Sharing path  Loop optimization  
Database Resources of the National Genomics Data Center, China National Center for Bioinformation in 2021 期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: D1, 页码: D18-D28
作者:  Xue, Yongbiao;  Bao, Yiming;  Zhang, Zhang;  Zhao, Wenming;  Xiao, Jingfa;  He, Shunmin;  Zhang, Guoqing;  Li, Yixue;  Zhao, Guoping;  Chen, Runsheng;  Song, Shuhui;  Ma, Lina;  Zou, Dong;  Tian, Dongmei;  Li, Cuiping;  Zhu, Junwei;  Gong, Zheng;  Chen, Meili;  Wang, Anke;  Ma, Yingke;  Li, Mengwei;  Teng, Xufei;  Cui, Ying;  Duan, Guangya;  Zhang, Mochen;  Jin, Tong;  Shi, Chengmin;  Du, Zhenglin;  Zhang, Yadong;  Liu, Chuandong;  Li, Rujiao;  Zeng, Jingyao;  Hao, Lili;  Jiang, Shuai;  Chen, Hua;  Han, Dali;  Yongbiao, Xue;  Zhang, Tao;  Kang, Wang;  Qu, Jing;  Zhang, Weiqi;  Liu, Guang-Hui;  Liu, Lin;  Zhang, Yang;  Niu, Guangyi;  Zhu, Tongtong;  Feng, Changrui;  Liu, Xiaonan;  Zhang, Yuansheng;  Li, Zhao;  Chen, Ruru;  Li, Qianpeng;  Hua, Zhongyi;  Jiang, Chao;  Chen, Ziyuan;  He, Fangshu;  Zhao, Yuyang;  Jin, Yan;  Huang, Luqi;  Yuan, Yuan;  Zhou, Chenfen;  Xu, Qingwei;  He, Sheng;  Ye, Wei;  Cao, Ruifang;  Wang, Pengyu;  Ling, Yunchao;  Yan, Xing;  Wang, Qingzhong;  Du, Qiang;  Zong, Wenting;  Kang, Hongen;  Xiong, Zhuang;  Huan, Wendi;  Zhang, Sirui;  Xia, Qiguang;  Fan, Xiaojuan;  Wang, Zefeng;  Chen, Xu;  Chen, Tingting;  Zhang, Sisi;  Tang, Bixia;  Dong, Lili;  Zhang, Zhewen;  Wang, Zhonghuang;  Kang, Hailong;  Wang, Yanqing;  Wu, Song;  Wang, Honggen;  Chen, Ming;  Liu, Chang;  Xiong, Yujia;  Shao, Xueying;  Li, Yanyan;  Zhou, Honghong;  Chen, Xiaomin;  Zheng, Yu;  Kang, Quan;  Hao, Di;  Zhang, Lili;  Luo, Huaxia;  Hao, Yajing;  Zhang, Peng;  Nie, Zhi;  Yu, Shuhuan;  Yang, Fei;  Sang, Jian;  Li, Zhaohua;  Zhang, Xiangquan;  Zhou, Qing;  Zhai, Shuang;  Zhang, Yaping;  Wang, Guodong;  Zhu, Qianghui;  Li, Xin;  Li, Menghua;  Yan, Jun;  Li, Chen;  Wang, Zhennan;  Wang, Xiangfeng;  Liu, Yuanming;  Luo, Hong;  Wu, Xiaoyuan;  Jing, HaiChun;  Song, Tinrui;  Zhao, Yi;  Mehmood, Furrukh;  Ali, Shahid;  Ali, Amjad;  Saleem, Shoaib;  Hussain, Irfan;  Abbasi, Amir A.;  Zuo, Zhixiang;  Ren, Jian;  Zhang, Xinxin;  Xiao, Yun;  Li, Xia;  Tu, Yiran;  Xue, Yu;  Wu, Wanying;  Ji, Peifeng;  Zhao, Fangqing;  Meng, Xianwen;  Peng, Di;  Luo, Hao;  Gao, Feng;  Ning, Wanshan;  Lin, Shaofeng;  Liu, Teng;  Guo, An-Yuan;  Yuan, Hao;  Zhang, Yong E.;  Tan, Xiaodan;  Zhang, Weizhi;  Xie, Yubin;  Wang, Chenwei;  Liu, Chun-Jie;  Yang, De-Chang;  Tian, Feng;  Gao, Ge;  Tang, Dachao;  Yao, Lan;  Cui, Qinghua;  An, Ni A.;  Li, Chuan-Yun;  Luo, XiaoTong
收藏  |  浏览/下载：84/0  |  提交时间：2021/12/01
Hardware Acceleration for GCNs via Bidirectional Fusion 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 卷号: 20, 期号: 1, 页码: 4
作者:  Li, Han;  Yan, Mingyu;  Yang, Xiaocheng;  Deng, Lei;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Random access memory  Computational modeling  Analytical models  Hardware  Engines  Computer architecture  Transforms  Graph convolutional neural networks  hardware accelerator  bidirectional execution  inter-phase fusion  
Database Resources of the National Genomics Data Center in 2020 期刊论文
NUCLEIC ACIDS RESEARCH, 2020, 卷号: 48, 期号: D1, 页码: D24-D33
作者:  Zhang, Zhang;  Zhao, Wenming;  Xiao, Jingfa;  Bao, Yiming;  He, Shunmin;  Zhang, Guoqing;  Li, Yixue;  Zhao, Guoping;  Chen, Runsheng;  Gao, Yang;  Zhang, Chao;  Yuan, Liyun;  Xu, Shuhua;  Ning, Zhilin;  Lu, Yan;  Zeng, Jingyao;  Yuan, Na;  Zhu, Junwei;  Pan, Mengyu;  Zhang, Hao;  Wang, Qi;  Shi, Shuo;  Jiang, Meiye;  Lu, Mingming;  Qian, Qiheng;  Gao, Qianwen;  Shang, Yunfei;  Wang, Jinyue;  Du, Zhenglin;  Tian, Dongmei;  Wang, Pei;  Tang, Bixia;  Li, Cuiping;  Teng, Xufei;  Liu, Xiaonan;  Zou, Dong;  Song, Shuhui;  Xiong, Zhuang;  Li, Mengwei;  Yang, Fei;  Ma, Yingke;  Sang, Jian;  Li, Zhaohua;  Li, Rujiao;  Wang, Zhonghuang;  Zhu, Qianghui;  Li, Xin;  Zhang, Sisi;  Kang, Hailong;  Dong, Lili;  Ying, Cui;  Duan, Guangya;  Li, Menghua;  Zhi, Xiaoyang;  Ling, Yunchao;  Cao, Ruifang;  Jiang, Zhao;  Zhou, Haokui;  Lv, Daqing;  Liu, Wan;  Klenk, Hans-Peter;  Zhang, Yadong;  Zhang, Zhewen;  Chen, Tingting;  Chen, Xu;  Wang, Yanqing;  Wu, Song;  Gong, Zheng;  Chen, Meili;  Fang, Shuangsang;  Zhang, Lili;  Guo, Jincheng;  Niu, Yiwei;  Wu, Yang;  Li, Hui;  Zhao, Lianhe;  Li, Xiyuan;  Teng, Xueyi;  Sun, Xianhui;  Sun, Liang;  Zhao, Yi;  Wang, Jiajia;  Zhang, Peng;  Li, Yanyan;  Zheng, Yu;  Chen, Xiaomin;  Xue, Hua;  Teng, Yiheng;  Kang, Quan;  Hao, Yajing;  Cao, Jiabao;  Liu, Lin;  Li, Zhao;  Li, Qianpeng;  Du, Qiang;  Abbasi, Amir A.;  Shireen, Huma;  Pervaiz, Nashaiman;  Batool, Fatima;  Raza, Rabail Z.;  Ma, Lina;  Niu, Guangyi;  Zhang, Yuansheng;  Zhu, Tongtong;  Hao, Lili;  Wang, Guoliang;  Yan, Jun;  Li, Chen;  Wang, Zhennan;  Wang, Xiangfeng;  Li, Zhonghai;  Zhang, Yang;  Wang, Houling;  Zhang, Yi;  Xia, Xinli;  Guo, Hongwei;  Zhu, Junwen;  Zhou, Qing;  Kang, Hongen;  Lan, Li;  Zhang, Xin;  Xue, Yongbiao;  Sun, Yubin;  Zhai, Shuang;  Yu, Lei;  Sun, Mingyuan;  Chen, Huanxin;  Hu, Hui;  Guo, An-Yuan;  Lin, Shaofeng;  Xue, Yu;  Wang, Chenwei;  Ning, Wanshan;  Zhang, Xinxin;  Xiao, Yun;  Li, Xia;  Tu, Yiran;  Wu, Wanying;  Ji, Peifeng;  Zhao, Fangqing;  Luo, Hao;  Gao, Feng;  Guo, Yaping;  Yuan, Hao;  Zhang, Yong E.;  Zhang, Qiong;  Zhou, Jiaqi;  Huang, Zhou;  Cui, Qinghua;  Miao, Ya-Ru;  Ruan, Chen;  Yuan, Chunhui;  Chen, Ming;  Jin, Jin-Pu;  Tian, Feng;  Gao, Ge;  Shi, Ying;  Yao, Lan;  Li, Xiangshang;  Li, Chuan-Yun;  Tang, Qing;  Peng, Di
收藏  |  浏览/下载：99/0  |  提交时间：2020/12/10
PIM-WEAVER: A High Energy-efficient, General-purpose Acceleration Architecture for String Operations in Big Data Processing 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 卷号: 21, 页码: 129-142
作者:  Li, Wenming;  Ye, Xiaochun;  Wang, Da;  Zhang, Hao;  Tang, Zhimin;  Fan, Dongrui;  Sun, Ninghui
收藏  |  浏览/下载：133/0  |  提交时间：2019/08/16
PIM  String operations  Acceleration architecture  Big data  HMC  
基于细粒度数据流架构的稀疏神经网络全连接层加速 期刊论文
计算机研究与发展, 2019, 卷号: 56.0, 期号: 006, 页码: 1192
作者:  向陶然;  叶笑春;  李文明;  冯煜晶;  谭旭;  张浩;  范东睿
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
细粒度数据流  稀疏神经网络  通用加速器  数据重用  高并行性  
面向数据流结构的指令内访存冲突优化研究 期刊论文
计算机研究与发展, 2019, 卷号: 56.0, 期号: 012, 页码: 2720
作者:  欧焱;  冯煜晶;  李文明;  叶笑春;  王达;  范东睿
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
数据流架构  访存冲突  数据冗余  灵活的数据冗余策略  无数据冗余策略  全数据冗余策略  能耗比