中国科学院计算技术研究所机构知识库

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	PIMCOMP: An End-to-End DNN Compiler for Processing-In-Memory Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 5, 页码: 1745-1759 作者:  Sun, Xiaotian;  Wang, Xinyu;  Li, Wanqian;  Han, Yinhe;  Chen, Xiaoming 收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25 Hardware  Optimization  Artificial neural networks  Pipelines  Parallel processing  Biological system modeling  Resource management  Adaptation models  Scheduling  Memory management  Deep neural network (DNN)  end-to-end compiler  processing-in-memory (PIM) accelerator  system-level optimization
	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：5/0  |  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
	Multiplex graph fusion network with reinforcement structure learning for fraud detection in online e-commerce platforms 期刊论文 EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 262, 页码: 12 作者:  Zhang, Zheng;  Ao, Xiang;  Tessone, Claudio J.;  Liu, Gang;  Zhou, Mingyang;  Mao, Rui;  Liao, Hao 收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06 Fraud detection  Graph neural networks  Graph structure learning  Metapath  Multigraph fusion
	GSM-EL: A Generalizable Symbol-Manipulation Approach for Entity Linking 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 3, 页码: 1213-1226 作者:  Cheng, Xueqi;  Wang, Yuanzheng;  Fan, Yixing;  Guo, Jiafeng;  Zhang, Ruqing;  Bi, Keping 收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25 Neural networks  Biological neural networks  Feature extraction  Adaptation models  Training  Liquids  Knowledge engineering  Knowledge based systems  Hands  Vectors  Neural-symbolic method  symbol-manipulation  entity linking
	Accelerate Point Cloud Structuring for Deep Neural Networks via Fast Spatial-Searching Tree 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 3, 页码: 2570-2585 作者:  Zhan, Jinyu;  Zou, Shiyu;  Jiang, Wei;  Zhang, Youyuan;  Peng, Suidi;  Wang, Ying 收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25 Deep neural networks  point cloud structuring  fast spatial-searching tree  sampling  neighbor query  acceleration  Deep neural networks  point cloud structuring  fast spatial-searching tree  sampling  neighbor query  acceleration
	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
	SPMGAE: Self-purified masked graph autoencoders release robust expression power 期刊论文 NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14 作者:  Song, Shuhan;  Li, Ping;  Dun, Ming;  Zhang, Yuan;  Cao, Huawei;  Ye, Xiaochun 收藏  |  浏览/下载：27/0  |  提交时间：2024/12/06 Graph neural networks  Masked graph autoencoders  Robustness  Graph adversarial attacks
	Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout 期刊论文 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 2464-2479 作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Li, Qi;  Xu, Ke 收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25 Bayes methods  Training  Servers  Data models  Robustness  Distributed databases  Uplink  Convergence  Computational modeling  Recurrent neural networks  Federated learning  Byzantine attack  dropout defense  robust aggregation
	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