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检索条件"机构=Ministry of Education Key Laboratory of Machine Intelligence and Advanced Computing"
525 条 记 录,以下是51-60 订阅
排序:
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks
arXiv
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arXiv 2025年
作者: Zhou, Yu Zheng, Dian Mo, Qijie Lu, Renjie Lin, Kun-Yu Zheng, Wei-Shi School of Computer Science and Engineering Sun Yat-sen University China Peng Cheng Laboratory China Key Laboratory of Machine Intelligence and Advanced Computing Ministry of Education China Guangdong Province Key Laboratory of Information Security Technology China
In this work, we present DEcoupLEd Distillation To Erase (DELETE), a general and strong unlearning method for any class-centric tasks. To derive this, we first propose a theoretical framework to analyze the general fo...
来源: 评论
Edge Graph intelligence: Reciprocally Empowering Edge Networks With Graph intelligence
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IEEE Communications Surveys and Tutorials 2025年
作者: Zeng, Liekang Ye, Shengyuan Chen, Xu Zhang, Xiaoxi Ren, Ju Tang, Jian Yang, Yang Shen, Xuemin Sherman Sun Yat-sen University School of Computer Science and Engineering Guangzhou510275 China Guangzhou511453 China Ministry of Education School of Computer Science and Engineering Sun Yat-sen University The Key Laboratory of Machine Intelligence and Advanced Computing Guangzhou510275 China Tsinghua University Department of Computer Science and Technology Beijing100084 China Midea Group Shanghai201702 China Guangzhou511453 China Peng Cheng Laboratory Shenzhen518055 China Terminus Group Beijing100027 China University of Waterloo Department of Electrical and Computer Engineering WaterlooONN2L 3G1 Canada
Recent years have witnessed a thriving growth of computing facilities connected at the network edge, cultivating edge networks as a fundamental infrastructure for supporting miscellaneous intelligent services. Meanwhi... 详细信息
来源: 评论
PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement based on Optimal Transport
arXiv
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arXiv 2025年
作者: Guo, Tian Yuan, Hui Liu, Qi Su, Honglei Hamzaoui, Raouf Kwong, Sam School of Control Science and Engineering Shandong University Jinan250061 China Key Laboratory of Machine Intelligence and System Control Ministry of Education Ji’nan250061 China School of Electronic Information Qingdao University Qingdao266071 China School of Engineering and Sustainable Development De Montfort University LeicesterLE1 9BH United Kingdom Department of Computing and Decision Science Lingnan University Hong Kong
Point cloud compression significantly reduces data volume but sacrifices reconstruction quality, highlighting the need for advanced quality enhancement techniques. Most existing approaches focus primarily on point-to-...
来源: 评论
Text-guided Reconstruction Network for Sentiment Analysis with Uncertain Missing Modalities
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IEEE Transactions on Affective computing 2025年
作者: Shi, Piao Hu, Min Nakagawa, Satoshi Zheng, Xiangming Shi, Xuefeng Ren, Fuji Hefei University of Technology Key Laboratory of Knowledge Engineering with Big Data Ministry of Education Anhui Province Key Laboratory of Affective Computing and Advanced Intelligent Machine National Smart Eldercare International Science and Technology Cooperation Base School of Computer Science and Information Engineering Anhui Hefei230601 China Bozhou University School of Electronic and Information Engineering Bozhou236800 China University of Tokyo Graduate School of Information Science and Technology Tokyo113-8656 Japan University of Electronic Science and Technology of China College of Computer Science and Engineering Chengdu611731 China University of Electronic Science and Technology of China Shenzhen Institute for Advanced Study Shenzhen518110 China
Multimodal Sentiment Analysis (MSA) is an attractive research that aims to integrate sentiment expressed in textual, visual, and acoustic signals. There are two main problems in the existing methods: 1) the dominant r... 详细信息
来源: 评论
Imputing DNA Methylation by Transferred Learning Based Neural Network
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Journal of Computer Science & Technology 2022年 第2期37卷 320-329页
作者: Xin-Feng Wang Xiang Zhou Jia-Hua Rao Zhu-Jin Zhang Yue-Dong Yang School of Computer Science and Engineering Sun Yat-sen UniversityGuangzhou 510000China Key Laboratory of Machine Intelligence and Advanced Computing of Ministry of Education(Sun Yat-sen University)Guangzhou 510000 China
DNA methylation is one important epigenetic type to play a vital role in many diseases including *** the development of the high-throughput sequencing technology,there is much progress to disclose the relations of DNA... 详细信息
来源: 评论
An investigation into mental illness and its comorbidities from the perspective of supervenience physicalism
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Philosophy, Ethics, and Humanities in Medicine 2025年 第1期20卷 1-9页
作者: Yang, Ping Zhang, Xinyue Song, Hongwen Zhang, Xiaochu School of Humanities and Social Sciences University of Science and Technology of China Anhui Hefei 230026 China School of Mental Health and Psychological Science Anhui Medical University Anhui Hefei 230032 China Business School Guizhou Education University Guiyang 550018 China Key Laboratory of Brain-Machine Intelligence for Information Behavior (Ministry of Education and Shanghai) School of Business and Management Shanghai International Studies University Shanghai 201620 China Center for Advanced interdisciplinary science and Biomedicine of institute of Health and Medicine (HM) Division of Life Sciences and Medicine University of Science and Technology of China Hefei 230027 China
The exploration into the origin of human spirituality has always been a hot spot with many unsolved questions in the philosophy of mind, and issues concerning mental illness and its comorbidities are still unclear. In... 详细信息
来源: 评论
Characterization of Exact One-Query Quantum Algorithms for Partial Boolean Functions
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Journal of Computer Science & Technology 2023年 第6期38卷 1423-1430页
作者: 叶泽坤 李绿周 Institute of Quantum Computing and Computer Theory School of Computer Science and EngineeringSun Yat-sen UniversityGuangzhou 510006China Ministry of Education Key Laboratory of Machine Intelligence and Advanced Computing Sun Yat-sen UniversityGuangzhou 510006China
The query model(or black-box model)has attracted much attention from the communities of both classical and quantum ***,quantum advantages are revealed by presenting a quantum algorithm that has a better query complexi... 详细信息
来源: 评论
RobustPFL: Robust Personalized Federated Learning
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IEEE Transactions on Dependable and Secure computing 2025年
作者: Chen, Guorong Wang, Wei Wu, Yufang Li, Chao Xu, Guangquan Ji, Shouling Li, Tao Shen, Meng Han, Yufei Xi'an Jiaotong University Ministry of Education Key Lab for Intelligent Networks and Network Security Xi'an China Beijing Jiaotong University 3 Shangyuancun Beijing Key Laboratory of Security and Privacy in Intelligent Transportation Beijing100044 China Tianjin University Tianjin Key Laboratory of Advanced Networking College of Intelligence and Computing Tianjin300350 China Zhejiang University College of Computer Science and Technology Hangzhou310027 China ITAI Haihe Lab Tianjin China Nankai University College of Computer Science Tianjin300350 China Beijing Institute of Technology School of Cyberspace Security Beijing100081 China Peng Cheng Laboratory Cyberspace Security Research Center Shenzhen518066 China INRIA Bretagne Rennes35042 France
Conventional federated learning (FL) coordinated by a central server focuses on training a global model and protecting the privacy of clients' training data by storing it locally. However, the statistical heteroge... 详细信息
来源: 评论
The Temporal Structural Pattern in Scientific Collaborative Behavior from the Perspective of Complex Network  23rd
The Temporal Structural Pattern in Scientific Collaborative...
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23rd International Symposium on Knowledge and Systems Sciences, KSS 2024
作者: Zholdoshbaeva, Elina Zhang, Shuang Liu, Feifan Xia, Haoxiang Institute of Systems Engineering Dalian University of Technology No. 2 Linggong Road Liaoning Dalian116024 China Center for Big Data and Intelligent Decision-Making Dalian University of Technology Linggong Road Liaoning Dalian116024 China School of Business East China University of Science and Technology 130 Meilong Road Xuhui District Shanghai200237 China Institute for Advanced Intelligence Dalian University of Technology Linggong Road Liaoning Dalian116024 China Key Laboratory of Social Computing and Cognitive Intelligence Ministry of Education of China Linggong Road Liaoning Dalian116024 China
The rapid advancement of science has underscored the importance of collaboration among scientists. While many studies have explored the structure of collaboration networks, there is a lack of comprehensive quantitativ... 详细信息
来源: 评论
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-Agnostic Explanations
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IEEE Transactions on Emerging Topics in Computational intelligence 2025年
作者: Wang, Bin Pei, Wenbin Xue, Bing Zhang, Mengjie Nanning University Digital Economy School Nanning City530011 China Hebei University Machine Vision Engineering Research Centre Baoding071002 China Victoria University of Wellington School of Engineering and Computer Science Wellington6140 New Zealand Dalian University of Technology School of Computer Science and Technology Dalian116024 China Ministry of Education Key Laboratory of Social Computing and Cognitive Intelligence Dalian University of Technology Dalian116024 China
Deep convolutional neural networks (CNNs) have proven their effectiveness and are widely acknowledged as the dominant method for image classification. However, their lack of explainability remains a significant drawba... 详细信息
来源: 评论