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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  
Characterizing and Understanding HGNN Training on GPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 1, 页码: 25
作者:  Han, Dengke;  Yan, Mingyu;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Heterogeneous graph neural networks  graph neural networks training  characterization  quantitative analysis  optimization guidelines  
Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 2, 页码: 737-750
作者:  Ma, Tianyun;  Wen, Yuanbo;  Song, Xinkai;  Jin, Pengwei;  Huang, Di;  Han, Husheng;  Nan, Ziyuan;  Yu, Zhongkai;  Peng, Shaohui;  Zhao, Yongwei;  Chen, Huaping;  Du, Zidong;  Hu, Xing;  Guo, Qi
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Skeleton  Optimization  Graphics processing units  Vectors  Hardware  Artificial neural networks  Accuracy  Deep symbolic regression (DSR)  radial basis function network (RBFN)  transcendental functions  unified array  
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  
Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 1, 页码: 155-169
作者:  Bi, Jun;  Wen, Yuanbo;  Li, Xiaqing;  Zhao, Yongwei;  Guo, Yuxuan;  Zhou, Enshuai;  Hu, Xing;  Du, Zidong;  Li, Ling;  Chen, Huaping;  Chen, Tianshi;  Guo, Qi
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Optimization  Space exploration  Schedules  Libraries  Biological cells  Deep learning  Costs  Computers  Search problems  Tensors  Code generation  compiler optimization  tensor computation  
AI Computing Systems for Large Language Models Training 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 1, 页码: 6-41
作者:  Zhang, Zhen-Xing;  Wen, Yuan-Bo;  Lyu, Han-Qi;  Liu, Chang;  Zhang, Rui;  Li, Xia-Qing;  Wang, Chao;  Du, Zi-Dong;  Guo, Qi;  Li, Ling;  Zhou, Xue-Hai;  Chen, Yun-Ji
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
artificial intelligence (AI) chip  large language model (LLM)  AI computing system  accelerator  
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy Images 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2024, 页码: 13
作者:  Niyogisubizo, Jovial;  Zhao, Keliang;  Meng, Jintao;  Pan, Yi;  Didi, Rosiy Adi;  Wei, Yanjie
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
cell segmentation  deep learning  watershed segmentation  bright-field microscopy  iPS cell reprogramming  attention mechanism  
A new paradigm for applying deep learning to protein-ligand interaction prediction 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2024, 卷号: 25, 期号: 3, 页码: 12
作者:  Wang, Zechen;  Wang, Sheng;  Li, Yangyang;  Guo, Jingjing;  Wei, Yanjie;  Mu, Yuguang;  Zheng, Liangzhen;  Li, Weifeng
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
protein-ligand interaction  scoring function  deep learning  graph neural network  
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  
Hardware Acceleration for SLAM in Mobile Systems 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 6, 页码: 1300-1322
作者:  Fan, Zhe;  Hao, Yi-Fan;  Zhi, Tian;  Guo, Qi;  Du, Zi-Dong
收藏  |  浏览/下载：24/0  |  提交时间：2024/05/20
hardware accelerator  instruction set  mobile system  simultaneous localization and mapping (SLAM) algorithm