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检索条件"机构=The National Engineering Laboratory for Big Data System Computing Technology"
848 条 记 录,以下是301-310 订阅
Clustering With Adaptive Graph Learning and Spectral Rotation  7
Clustering With Adaptive Graph Learning and Spectral Rotatio...
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7th International Conference on Vision, Image and Signal Processing, ICVISP 2023
作者: Yuan, Ge Zhou, Jie Huang, Chucheng Gao, Can Wang, Yangbo Shen, Xinrui National Engineering Laboratory for Big Data System Computing Technology Shenzhen University Guangdong Shenzhen518060 China College of Computer Science and Software Engineering Shenzhen University Guangdong Shenzhen518060 China College of Mathematics and Statistics Shenzhen University Guangdong Shenzhen518060 China SZU Branch Shenzhen Institute of Artificial Intelligence and Robotics for Society Guangdong Shenzhen518060 China
Prototype-based clustering algorithms have garnered considerable attention in the field of machine learning due to their efficiency and interpretability. Nonetheless, these algorithms often face performance degradatio... 详细信息
来源: 评论
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning
arXiv
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arXiv 2024年
作者: Du, Xiaohu Wen, Ming Zhu, Jiahao Xie, Zifan Ji, Bin Liu, Huijun Shi, Xuanhua Jin, Hai School of Cyber Science and Engineering Huazhong University of Science and Technology China School of Computer Science and Technology Huazhong University of Science and Technology China College of Computer National University of Defense Technology China National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab HUST Wuhan430074 China Hubei Engineering Research Center on Big Data Security Hubei Key Laboratory of Distributed System Security HUST Wuhan430074 China JinYinHu Laboratory Wuhan430077 China Cluster and Grid Computing Lab HUST Wuhan430074 China
Code Pre-trained Models (CodePTMs) based vulnerability detection have achieved promising results over recent years. However, these models struggle to generalize as they typically learn superficial mapping from source ... 详细信息
来源: 评论
RAHP: A Redundancy-aware Accelerator for High-performance Hypergraph Neural Network
RAHP: A Redundancy-aware Accelerator for High-performance Hy...
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IEEE/ACM International Symposium on Microarchitecture (MICRO)
作者: Hui Yu Yu Zhang Ligang He Yingqi Zhao Xintao Li Ruida Xin Jin Zhao Xiaofei Liao Haikun Liu Bingsheng He Hai Jin National Engineering Research Center for Big Data Technology and System Service Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China Department of Computer Science University of Warwick United Kingdom National University of Singapore Singapore
Hypergraph Neural Network (HyperGNN) has emerged as a potent methodology for dissecting intricate multilateral connections among various entities. Current software/hardware solutions leverage a sequential execution mo... 详细信息
来源: 评论
SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding
SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding
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International Conference on data engineering
作者: Feng Cheng Jiang Xiao Cunyang Liu Shijie Zhang Yifan Zhou Bo Li Baochun Li Hai Jin National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology China Hong Kong University of Science and Technology Hong Kong University of Toronto Canada
Directed Acyclic Graph (DAG)-based blockchain (a.k.a distributed ledger) has become prevalent for supporting highly concurrent applications. Its inherent parallel data structure accelerates block generation significan... 详细信息
来源: 评论
Comprehensive Architecture Search for Deep Graph Neural Networks
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IEEE Transactions on big data 2025年
作者: Dong, Yukang Pan, Fanxing Gui, Yi Jiang, Wenbin Wan, Yao Zheng, Ran Jin, Hai National Engineering Research Center for Big Data Technology Huazhong University of Science and Technology Wuhan430074 China Huazhong University of Science and Technology Service Computing Technology and System Laboratory Wuhan430074 China Huazhong University of Science and Technology Cluster and Grid Computing Laboratory Wuhan430074 China Huazhong University of Science and Technology School of Computer Science and Technology Wuhan430074 China Zhejiang Lab Hangzhou311121 China
In recent years, Neural Architecture Search (NAS) has emerged as a promising approach for automatically discovering superior model architectures for deep Graph Neural Networks (GNNs). Different methods have paid atten... 详细信息
来源: 评论
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification
arXiv
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arXiv 2024年
作者: Wang, Xianlong Hu, Shengshan Zhang, Yechao Zhou, Ziqi Zhang, Leo Yu Xu, Peng Wan, Wei Jin, Hai National Engineering Research Center for Big Data Technology and System China Services Computing Technology and System Lab China Cluster and Grid Computing Lab China Hubei Engineering Research Center on Big Data Security China Hubei Key Laboratory of Distributed System Security China School of Cyber Science and Engineering Huazhong University of Science and Technology Wuhan430074 China School of Computer Science and Technology Huazhong University of Science and Technology Wuhan430074 China School of Information and Communication Technology Griffith University SouthportQLD4215 Australia
Clean-label indiscriminate poisoning attacks add invisible perturbations to correctly labeled training images, thus dramatically reducing the generalization capability of the victim models. Recently, defense mechanism... 详细信息
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Personalized Federated Learning with Multiple Classifier Aggregation
SSRN
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SSRN 2024年
作者: Zheng, Shaifeng Zhu, Qingling Lin, Qiuzhen Liu, Songbai Wong, Ka-Chun Li, Jianqiang College of Computer Science and Software Engineering Shenzhen University Shenzhen China National Engineering Laboratory for Big Data System Computing Technology Shenzhen University China Department of Computer Science City University of Hong Kong Hong Kong
Personalized federated learning (PFL) has garnered attention due to its capability to address statistical heterogeneity among clients. Typically, prevailing PFL methods aggregate a single global model for personalizat... 详细信息
来源: 评论
GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability
arXiv
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arXiv 2024年
作者: Luo, Zihan Song, Xiran Huang, Hong Lian, Jianxun Zhang, Chenhao Jiang, Jinqi Xie, Xing Huazhong University of Science and Technology Wuhan China Microsoft Research Asia Beijing China The National Engineering Research Center for Big Data Technology and System Service Computing Technology and Systems Laboratory Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology China
Evaluating and enhancing the general capabilities of large language models (LLMs) has been an important research topic. Graph is a common data structure in the real world, and understanding graph data is a crucial par... 详细信息
来源: 评论
FuzzyTrack: User Adaptive Cervical Spine Motion Prediction with Earable Inertial Sensing
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IEEE Transactions on Fuzzy systems 2024年
作者: Luo, Chengwen Li, Yaxue Chen, Gecheng Li, Xing Zhang, Jin Wei, Bo Li, Jianqiang Shenzhen University National Engineering Laboratory for Big Data System Computing Technology China Dongguan University of Technology School of Electrical Engineering & Intelligentization Guangdong Dongguan523808 China Northeastern University China State Key Laboratory of Synthetical Automation for Process Industries Liaoning Shenyang110819 China Newcastle University United Kingdom
The widespread use of electronic devices has contributed to an increase in poor posture, particularly when it comes to the cervical spine, leading to various cervical vertebral pain disorders. In this paper, we focus ... 详细信息
来源: 评论
An Elite Archive-Assisted Multi-Objective Evolutionary Algorithm for mRNA Design
An Elite Archive-Assisted Multi-Objective Evolutionary Algor...
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Congress on Evolutionary Computation
作者: Wenjing Hong Cheng Chen Zexuan Zhu Ke Tang National Engineering Laboratory for Big Data System Computing Technology Shenzhen University Shenzhen China Research Institute of Trustworthy Autonomous Systems Southern University of Science and Technology Shenzhen China Department of Computer Science and Engineering Southern University of Science and Technology Shenzhen China
Messenger RNA (mRNA) vaccines have emerged as highly effective strategies in the prophylaxis and treatment of diseases. mRNA design, a key to the success of mRNA vaccines, in-volves finding optimal codons and increasi... 详细信息
来源: 评论