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：4/0  |  提交时间：2025/12/03 Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression
	SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665 作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization
	A RISC-V Extended Infrastructure for CNNs Through Pipelined Computing and Data Dependence Optimization 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 11, 页码: 4141-4154 作者:  Luo, Teng;  Xia, Tengfei;  Chen, Jiayuan;  Fan, Zhihua;  Li, Wenming;  Mu, Yudong;  An, Xuejun;  Ye, Xiaochun;  Fan, Dongrui 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Artificial intelligence  Convolution  Convolutional neural networks  Computer architecture  Computational efficiency  Pipelines  Logic  Filters  Fans  Biological system modeling  Convolutional neural networks (CNNs) acceleration  dataflow optimization  pipelined computing  RISC-V extended instructions
	OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine-Learning Tasks in Logic Synthesis 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3830-3843 作者:  Ni, Liwei;  Wang, Rui;  Liu, Miao;  Meng, Xingyu;  Lin, Xiaoze;  Liu, Junfeng;  Luo, Guojie;  Chu, Zhufei;  Qian, Weikang;  Yang, Xiaoyan;  Xie, Biwei;  Li, Xingquan;  Li, Huawei 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Logic  Logic gates  Delays  Optimization  Machine learning  Hardware design languages  Boolean functions  Computer science  Benchmark testing  Wire  Adaptive  application  dataset  logic synthesis  machine learning (ML)
	Continuous-Variable Source-Independent Quantum Random Number Generator With Phase-Insensitive Detection 期刊论文 IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2025, 卷号: 31, 期号: 5, 页码: 8 作者:  Zhou, Hongyi 收藏  |  浏览/下载：19/0  |  提交时间：2025/06/25 Protocols  Security  Detectors  Photonics  Quantum state  Generators  Numerical models  Upper bound  Phase measurement  Optimization  Quantum random number generator  semi-definite programming  infinite dimensional quantum system
	ConUDiff: diffusion model with contrastive pretraining and uncertain region optimization for segmentation of left ventricle from echocardiography 期刊论文 PATTERN ANALYSIS AND APPLICATIONS, 2025, 卷号: 28, 期号: 3, 页码: 11 作者:  Zhang, Guohuan;  Zhang, Lei;  Fu, Xuetong;  Wang, Yuanquan;  Zhou, Shoujun;  Wei, Jin;  Zhao, Di 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Diffusion models  Echocardiography  Left ventricle  Segmentation  Contrastive learning  Uncertain region optimization
	In-Situ NAS: A Plug-and-Search Neural Architecture Search Framework Across Hardware Platforms 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 9, 页码: 2856-2869 作者:  Lv, Hao;  Zhang, Lei;  Wang, Ying 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Neural architecture search  deep learning  optimization  hardware-aware  AutoML  performance evaluation  Neural architecture search  deep learning  optimization  hardware-aware  AutoML  performance evaluation
	Energy-Efficient Over-the-Air Computation in UAV-Assisted IIoT Networks 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 9, 页码: 8549-8563 作者:  Chen, Yali;  Sun, Sheng;  Liu, Min;  Ai, Bo;  Wang, Yuwei;  Liu, Yunhao 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Sensors  Autonomous aerial vehicles  Industrial Internet of Things  Energy consumption  Optimization  Data aggregation  Wireless sensor networks  Intelligent sensors  Energy efficiency  Wireless communication  Industrial Internet of Things (IIoT)  over-the-air computation (AirComp)  uncrewed aerial vehicle (UAV)
	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：4/0  |  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
	DNA: A General Dynamic Neural Network Accelerator 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 9, 页码: 3210-3222 作者:  Liu, Lian;  Yu, Jinxin;  Wang, Mengdi;  Li, Xiaowei;  Han, Yinhe;  Wang, Ying 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Dynamic scheduling  Artificial neural networks  DNA  Processor scheduling  Loading  Prefetching  Runtime  Costs  Switches  Optimization  Dynamic NN  NPU design  accelerator