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Fast and Scalable Neural Network Quantum States Method for Molecular Potential Energy Surfaces 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 7, 页码: 1431-1443
作者:  Wu, Yangjun;  Cao, Wanlu;  Zhao, Jiacheng;  Shang, Honghui
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Artificial neural networks  Computational efficiency  Training  Wave functions  Quantum state  Computational modeling  Optimization  Electrons  Convergence  Potential energy  Quantum computational chemistry  many-body Schr & ouml  neural network quantum state  transformer based architecture  autoregressive sampling  potential energy surfaces  dinger equation  
OptiFX: Automatic Optimization for Convolutional Neural Networks with Aggressive Operator Fusion on GPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Wang, Xueying;  Li, Shigang;  Qian, Hao;  Luo, Fan;  Hao, Zhaoyang;  Wu, Tong;  Xu, Ruiyuan;  Cui, Huimin;  Feng, Xiaobing;  Li, Guangli
收藏  |  浏览/下载：7/0  |  提交时间：2025/12/03
Deep learning systems  convolutional neural networks  operator fusion  
SRSparse: Generating Codes for High-Performance Sparse Matrix-Vector Semiring Computations 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 26
作者:  Du, Zhen;  Li, Ying;  Sun, Ninghui;  Cui, Huimin;  Feng, Xiaobing;  Li, Jiajia
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
High performance computing  sparse matrix computation  auto-tuning  code generator  semiring computation  
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Wang, Xueying;  Li, Guangli;  Jia, Zhen;  Feng, Xiaobing;  Wang, Yida
收藏  |  浏览/下载：65/0  |  提交时间：2024/05/20
Deep learning  winograd convolution  low-precision computation  
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 卷号: 143, 页码: 14
作者:  Li, Guangli;  Ma, Xiu;  Yu, Qiuchu;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载：46/0  |  提交时间：2023/12/04
On-device deep learning  Efficient neural networks  Model approximation and optimization