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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  
Cell-GraphCompass: modeling single cells with graph structure foundation model 期刊论文
NATIONAL SCIENCE REVIEW, 2025, 卷号: 12, 期号: 10, 页码: 14
作者:  Fang, Chen;  Cui, Wentao;  Hu, Zhilong;  Liu, Wenhao;  Chen, Shubai;  Chang, Shaole;  Long, Qingqing;  Li, Cong;  Liu, Yana;  Jiang, Haiping;  Wang, Pengfei;  Pan, Jia;  Hu, Guoping;  Liu, Guole;  Meng, Zhen;  Zhou, Yuanchun;  Chen, Linghui;  Feng, Guihai;  Li, Xin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
single-cell  transcriptomics  foundation model  pre-training  graph neural network  knowledge embedding  
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  
DM-IDS-A Network Intrusion Detection Method Based on Dual-Modal Fusion 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 4, 页码: 3646-3661
作者:  Zha, Chao;  Wang, Zhiyu;  Fan, Yifei;  Bai, Bing;  Zhang, Yinjie;  Shi, Sainan;  Zhang, Ruyun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Feature extraction  Payloads  Network intrusion detection  Telecommunication traffic  Vectors  Graph neural networks  Radio frequency  Data mining  Training  Technological innovation  Intrusion detection  flow modal  payload modal  bilinear fusion  semantic  
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：4/0  |  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：4/0  |  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  
A Visual-Cortex-Mimetic Tiny Neuromorphic Vision Processor Based on Reconfigurable Cortical Neuron Unit 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 7, 页码: 943-947
作者:  Chen, Mingju;  He, Junxian;  Wang, Haibing;  Wang, Tengxiao;  Gao, Haoran;  Liu, Liyuan;  Wang, Ying;  Shi, Cong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Neurons  Neuromorphics  Visualization  Feature extraction  Data models  Image edge detection  Brain modeling  Retina  Costs  Synapses  Neuromorphic processor  spiking neural network  visual cortex  on-chip learning  STDP  
CST-Net: community-guided structural-temporal convolutional networks for popularity prediction 期刊论文
PEERJ COMPUTER SCIENCE, 2025, 卷号: 11, 页码: 21
作者:  Zheng, Xuxu;  Bao, Peng;  Qi, Lin;  Tian, Chen;  Shen, Huawei
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Information diffusion  Popularity prediction  Social network  Neural networks  
Development and validation of a deep learning algorithm for discriminating glioma recurrence from radiation necrosis on MRI 期刊论文
FRONTIERS IN ONCOLOGY, 2025, 卷号: 15, 页码: 12
作者:  Ying, Yu-Zhe;  Cai, Xiao-Hong;  Yang, Han;  Huang, Hua-Wei;  Zheng, Dao;  Li, Hao-Yi;  Dong, Ge-Hong;  Wang, Yong-Gang;  Jiang, Zhong-Li;  An, Zhu-Lin;  Zhang, Guo-Bin
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
glioma recurrence  radiation necrosis  convolutional neural network  magnetic resonance imaging  deep learning  
A survey on deep learning-based algorithms for the traveling salesman problem 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2025, 卷号: 19, 期号: 6, 页码: 30
作者:  Sui, Jingyan;  Ding, Shizhe;  Huang, Xulin;  Yu, Yue;  Liu, Ruizhi;  Xia, Boyang;  Ding, Zhenxin;  Xu, Liming;  Zhang, Haicang;  Yu, Chungong;  Bu, Dongbo
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
traveling salesman problem  algorithms design  deep learning  neural network