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29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 5, 页码: 1634-1648
作者:  Wang, Xun;  Meng, Xiangyu;  Guo, Zhuoqiang;  Li, Mingzhen;  Liu, Lijun;  Li, Mingfan;  Xiao, Qian;  Zhao, Tong;  Sun, Ninghui;  Tan, Guangming;  Jia, Weile
收藏  |  浏览/下载：12/0  |  提交时间：2025/06/25
Atoms  Accuracy  Supercomputers  Optimization  Artificial neural networks  Force  Training  Fitting  Predictive models  Nuclear power generation  High Performance Computing  Molecular Dynamics  DeePMD  Parallel Optimization  New Sunway Supercomputer  
Triplet Adaptation Framework for Robust Semi-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 8056-8073
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Degradation  Adaptation models  Buildings  Semisupervised learning  Semi-supervised learning  robust semi-supervised learning  distribution inconsistency  
ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 10, 页码: 1708-1720
作者:  Qi, Jiaxing;  Xiao, Wencong;  Li, Mingzhen;  Yang, Chaojie;  Li, Yong;  Lin, Wei;  Yang, Hailong;  Luan, Zhongzhi;  Qian, Depei
收藏  |  浏览/下载：25/0  |  提交时间：2024/12/06
Graphics processing units  Dynamic scheduling  Throughput  Processor scheduling  Pipelines  Costs  Quality of service  MIG  batch inference  scheduling system  machine learning  
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23
作者:  Liu, Chang;  Dong, Yinpeng;  Xiang, Wenzhao;  Yang, Xiao;  Su, Hang;  Zhu, Jun;  Chen, Yuefeng;  He, Yuan;  Xue, Hui;  Zheng, Shibao
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
Robustness benchmark  Distribution shift  Pre-training  Adversarial training  Image classification  
DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation 期刊论文
BRIEFINGS IN FUNCTIONAL GENOMICS, 2024, 页码: 12
作者:  Gao, Changnan;  Bao, Wenjie;  Wang, Shuang;  Zheng, Jianyang;  Wang, Lulu;  Ren, Yongqi;  Jiao, Linfang;  Wang, Jianmin;  Wang, Xun
收藏  |  浏览/下载：37/0  |  提交时间：2024/05/20
molecule generation  molecule optimization  drug discovery  deep learning  drug design  genetic algorithm  
Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载：36/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
Dual Compensation Residual Networks for Class Imbalanced Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11733-11752
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：44/0  |  提交时间：2023/12/04
Class imbalance learning  class-incremental learning  residual path  
Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载：41/0  |  提交时间：2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence  
Optimizing Two-Way Partial AUC With an End-to-End Framework 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10228-10246
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：36/0  |  提交时间：2023/12/04
AUC Optimization  machine learning  partial AUC  
A new approach to COVID-19 data mining: A deep spatial-temporal prediction model based on tree structure for traffic revitalization index 期刊论文
DATA & KNOWLEDGE ENGINEERING, 2023, 卷号: 146, 页码: 18
作者:  Lv, Zhiqiang;  Wang, Xiaotong;  Cheng, Zesheng;  Li, Jianbo;  Li, Haoran;  Xu, Zhihao
收藏  |  浏览/下载：42/0  |  提交时间：2023/12/04
COVID-19  Traffic revitalization index  Spatial-temporal model  Directional feature  Hierarchical feature