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DFU-E: A Dataflow Architecture for Edge DSP and AI Applications 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 6, 页码: 1100-1114
作者:  Li, Wenming;  Fan, Zhihua;  Liu, Tianyu;  Wang, Zhen;  Wu, Haibin;  Wu, Meng;  Zhang, Kunming;  Liu, Yanhuan;  Sun, Ninghui;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Artificial intelligence  Hardware  Edge computing  Computer architecture  Computational modeling  Single instruction multiple data  Energy efficiency  Target recognition  Radar polarimetry  Real-time systems  Dataflow architecture  edge computing  digital signal processing  AI  multi-layer dataflow mechanism  
DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2025, 卷号: 21, 期号: 9, 页码: 4375-4385
作者:  Zeng, Jinzhe;  Zhang, Duo;  Peng, Anyang;  Zhang, Xiangyu;  He, Sensen;  Wang, Yan;  Liu, Xinzijian;  Bi, Hangrui;  Li, Yifan;  Cai, Chun;  Zhang, Chengqian;  Du, Yiming;  Zhu, Jia-Xin;  Mo, Pinghui;  Huang, Zhengtao;  Zeng, Qiyu;  Shi, Shaochen;  Qin, Xuejian;  Yu, Zhaoxi;  Luo, Chenxing;  Ding, Ye;  Liu, Yun-Pei;  Shi, Ruosong;  Wang, Zhenyu;  Bore, Sigbjorn Loland;  Chang, Junhan;  Deng, Zhe;  Ding, Zhaohan;  Han, Siyuan;  Jiang, Wanrun;  Ke, Guolin;  Liu, Zhaoqing;  Lu, Denghui;  Muraoka, Koki;  Oliaei, Hananeh;  Singh, Anurag Kumar;  Que, Haohui;  Xu, Weihong;  Xu, Zhangmancang;  Zhuang, Yong-Bin;  Dai, Jiayu;  Giese, Timothy J.;  Jia, Weile;  Xu, Ben;  York, Darrin M.;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Accelerating tensor multiplication by exploring hybrid product with hardware and software co-design 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2025, 卷号: 159, 页码: 16
作者:  Zhang, Zhiyuan;  Fan, Zhihua;  Li, Wenming;  Qiu, Yuhang;  Wang, Zhen;  Ye, Xiaochun;  Fan, Dongrui;  An, Xuejun
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Tensor multiplication  Hybrid product  Dataflow  Accelerator  
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 12, 页码: 9051-9064
作者:  Chen, Qian;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Dai, Weiwei;  Huang, Wuliang;  Yan, Bingjie;  Yan, Zhen;  Lu, Wang;  Ye, Bo
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Adaptation models  Data models  Privacy  Load modeling  Biological neural networks  Collaboration  Predictive models  Graph matching  model fusion  model privacy  
Skyway: Accelerate Graph Applications with a Dual-Path Architecture and Fine-Grained Data Management 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 4, 页码: 871-894
作者:  Zou, Mo;  Zhang, Ming-Zhe;  Wang, Ru-Jia;  Sun, Xian-He;  Ye, Xiao-Chun;  Fan, Dong-Rui;  Tang, Zhi-Min
收藏  |  浏览/下载：18/0  |  提交时间：2024/12/06
graph application  computer architecture  memory hierarchy  
HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:  Xue, Runzhen;  Han, Dengke;  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Wang, Duo;  Li, Wenming;  Tang, Zhimin;  Kim, John;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Semantics  Parallel processing  Graph neural networks  Vectors  Graphics processing units  Fuses  Hardware  GNN  GNN accelerator  graph neural network  HGNN  HGNN accelerator  heterogeneous graph neural network  
Comprehensive Collection of Whole-Slide Images and Genomic Profiles for Patients with Bladder Cancer 期刊论文
SCIENTIFIC DATA, 2024, 卷号: 11, 期号: 1, 页码: 8
作者:  Xu, Pei-Hang;  Li, Tianqi;  Qu, Fengmei;  Tian, Mingkang;  Wang, Jun;  Gan, Hualei;  Ye, Dingwei;  Ren, Fei;  Shen, Yijun
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1525-1537
作者:  Wang, Duo;  Yan, Mingyu;  Teng, Yihan;  Han, Dengke;  Liu, Xin;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：28/0  |  提交时间：2024/12/06
Pareto optimization  Predictive models  Measurement  Space exploration  Prediction algorithms  Central Processing Unit  Microarchitecture  CPU microarchitecture  design space exploration (DSE)  multiobjective exploration  Pareto hypervolume  prediction model  
CUTE: A scalable CPU-centric and Ultra-utilized Tensor Engine for convolutions 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2024, 卷号: 149, 页码: 15
作者:  Li, Wenqing;  Ye, Jinpeng;  Zhang, Fuxin;  Liu, Tianyi;  Zhang, Tingting;  Wang, Jian
收藏  |  浏览/下载：27/0  |  提交时间：2024/05/20
Tensor engine  Convolution  Scalable architecture  CPU-centric  Utilization  
Improving Utilization of Dataflow Unit for Multi-Batch Processing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Fan, Zhihua;  Li, Wenming;  Wang, Zhen;  Yang, Yu;  Ye, Xiaochun;  Fan, Dongrui;  Sun, Ninghui;  An, Xuejun
收藏  |  浏览/下载：33/0  |  提交时间：2024/05/20
Utilization  network-on-chip  decoupled architecture  batch processing