中国科学院计算技术研究所机构知识库

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	Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing 期刊论文 FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 11 作者:  Wang, Zhehui;  Choong, Benjamin Chen Ming;  Huang, Tian;  Gerlinghoff, Daniel;  Goh, Rick Siow Mong;  Liu, Cheng;  Luo, Tao 收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03 Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression
	SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3490-3503 作者:  Xue, Runzhen;  Yan, Mingyu;  Han, Dengke;  Xiao, Ziheng;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui 收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03 Semantics  Layout  Graph neural networks  Optimization  Vectors  Graphics processing units  Feature extraction  Design automation  Training  Hardware acceleration  Graph neural network (GNN)  hardware accelerator  heterogeneous graph neural network (HGNN)  semantic graph
	Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4225-4238 作者:  Liu, Xin;  Zhang, Yuxiang;  Wu, Meng;  Yan, Mingyu;  He, Kun;  Yan, Wei;  Pan, Shirui;  Ye, Xiaochun;  Fan, Dongrui 收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03 Perturbation methods  Graph neural networks  Image edge detection  Data augmentation  Accuracy  Training  Measurement  Optimization  Detectors  World Wide Web  Edge perturbation  graph neural network  graph data augmentation  graph data attack
	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：0/0  |  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
	Generating 3D fish motion skeleton via iterative optimization method and FishSkeletonNet 期刊论文 VISUAL COMPUTER, 2025, 页码: 13 作者:  Shi, Min;  Zhao, Guo-liang;  Guo, Shi-sheng;  Sun, Bi-lian;  Zhu, Deng-ming;  Chai, Xiu-juan;  Li, Zhao-xin;  Zhuo, Xin-ru 收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03 3D fish body  Fish motion skeleton  Fish posture  Iterative optimization  Neural network
	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：34/0  |  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
	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：38/0  |  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
	An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510 作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe 收藏  |  浏览/下载：61/0  |  提交时间：2024/12/06 Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)
	Multi-source underwater DOA estimation using PSO-BP neural network based on high-order cumulant optimization 期刊论文 CHINA COMMUNICATIONS, 2023, 页码: 18 作者:  Chen, Haihua;  Zhang, Jingyao;  Jiang, Bin;  Cui, Xuerong;  Zhou, Rongrong;  Zhang, Yucheng 收藏  |  浏览/下载：43/0  |  提交时间：2023/12/04 Direction-of-arrival estimation  Estimation  Neural networks  Mathematical models  Training  Covariance matrices  Biological neural networks  particle swarm optimization (PSO) algorithm  PSO-BP neural network  gaussian colored noise  multiple sources  higher-order cumulant
	Multi-Node Acceleration for Large-Scale GCNs 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152 作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan 收藏  |  浏览/下载：70/0  |  提交时间：2023/07/12 Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization