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检索条件"机构=School of Computer Technology and Software Engineering"
10118 条 记 录,以下是371-380 订阅
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DPEM: Dual-Perspective Enhanced Mamba for multivariate time series forecasting
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Information Fusion 2025年 123卷
作者: Hou, Rui Liu, Qiao He, Peng Liu, Yao Huang, Yanwen Xie, Jun Xie, Yang Dai, Tingting School of Computer Science and Engineering University of Electronic Science and Technology of China Sichuan Chengdu611731 China School of Information and Software Engineering University of Electronic Science and Technology of China Sichuan Chengdu610054 China Shenzhen Institute for Advanced Study University of Electronic Science and Technology of China Guangdong Shenzhen518000 China 54th Research Institute China Electronics Technology Group Corporation Hebei Shijiazhuang050000 China
Multivariate time series forecasting (MTSF) aims to uncover hidden data patterns from historical sequences to predict future states. In practical scenarios, multivariate time series often exhibit different period patt... 详细信息
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HMGS: Hierarchical Matching Graph Neural Network for Session-Based Recommendation
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computers, Materials and Continua 2025年 第3期83卷 5413-5428页
作者: Pengfei Zhang Rui Xin Xing Xu Yuzhen Wang Xiaodong Li Xiao Zhang Meina Song Zhonghong Ou State Grid Hebei Information and Telecommunication Branch Shijiazhuang 050000 China School of Computer Science (National Pilot Software Engineering School) Beijing University of Posts and Telecommunications Beijing 100876 China State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications Beijing 100876 China
Session-based recommendation systems (SBR) are pivotal in suggesting items by analyzing anonymized sequences of user interactions. Traditional methods, while competent, often fall short in two critical areas: they fai... 详细信息
来源: 评论
Contextual Graph Reconstruction and Emotional Variation Learning for Conversational Emotion Recognition
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IEEE Transactions on Affective Computing 2025年
作者: Rao, Yujing Cao, Min Ye, Mang Wuhan University National Engineering Research Center for Multimedia Software Institute of Artificial Intelligence Hubei Key Laboratory of Multimedia and Network Communication Engineering School of Computer Science Wuhan430072 China Soochow University School of Computer Science and Technology Suzhou215006 China
Conversational Emotion Recognition (CER) significantly benefits from the integration of multiple modalities. However, real-world scenarios are often plagued by hardware malfunctions and network failures that lead to m... 详细信息
来源: 评论
Searching for an Accurate Robot Calibration via Improved Levenberg–Marquardt and Radial Basis Function System
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Journal of Field Robotics 2025年 第0期
作者: Li, Zhibin Deng, Xun Chen, Tinghui Yang, Yuhang Chen, Linlin Yang, Xiwen Hu, Zhenzhen Hu, Lun Hu, Pengwei Li, Shuai Luo, Xin Xinjiang Technical Institute of Physics & Chemistry Chinese Academy of Sciences Urumqi China School of Software Engineering Chengdu University of Information Technology Chengdu China Dazhou Key Laboratory of Government Data Security Sichuan University of Arts and Science Dazhou China School of Software Engineering Xinjiang University Urumqi China Faculty of Information Technology and Electrical Engineering University of Oulu Oulu Finland VTT-Technical Research Centre of Finland Oulu Finland College of Computer and Information Science Southwest University Chongqing China
Robots are frequently utilized in manufacturing, aviation, and other industries, which enhance industrial production efficiency and quality. Specifically, robots perform high-precision tasks like welding, assembly and... 详细信息
来源: 评论
Traffic Prediction Using Lightweight Large Model in UAV-Assisted Mobile Computing for Time-Critical Consumer Electronics
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IEEE Transactions on Consumer Electronics 2025年
作者: Jiang, Yunzhe Liu, Yinqiu Cui, Huajun Liu, Jinghuan Mao, Yingchi He, Xiaoming University of Electronic Science and Technology of China College of Communication and Information Engineering Chengdu China Nanyang Technological University School of Computer Science and Engineering Singapore PowerChina Beijing Engineering Corporation Limited Digital Intelligence Research Institute Beijing China Hohai University College of Computer Science and Software Engineering Nanjing China Nanjing University of Posts and Telecommunications College of Internet of Things Nanjing China
Unmanned Aerial Vehicles (UAVs) have emerged as an important category of consumer electronics, offering versatile applications and enhanced operational efficiency. In the context of Mobile Edge Computing (MEC), UAVs c... 详细信息
来源: 评论
Resource Allocation Driven by Large Models in Future Semantic-Aware Networks
arXiv
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arXiv 2025年
作者: Zhang, Haijun Ni, Jiaxin Wu, Zijun Liu, Xiangnan Leung, V.C.M. Beijing Engineering and Technology Research Center for Convergence Networks and Ubiquitous Services University of Science and Technology Beijing Beijing10083 China School of Electrical Engineering and Computer Science KTH Royal Institute of Technology Stockholm11428 Sweden College of Computer Science and Software Engineering Shenzhen University Shenzhen51806 China VancouverBCV6T 1Z4 Canada
Large model has emerged as a key enabler for the popularity of future networked intelligent applications. However, the surge of data traffic brought by intelligent applications puts pressure on the resource utilizatio... 详细信息
来源: 评论
Leapfrog Polymorphic Neural Ordinary Differential Equation
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IEEE Signal Processing Letters 2025年 32卷 2139-2143页
作者: Zhang, Xiao Wei, Wei Zhang, Zhen Zhang, Lei Northwestern Polytechnical University School of Software Xi'an710072 China Northwestern Polytechnical University Shaanxi Provincial Key Laboratory of Speech and Image Information Processing School of Computer Science Xi'an710072 China Northwestern Polytechnical University National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology School of Computer Science Xi'an710072 China The University of Adelaide school of computer science AdelaideSA5005 Australia
Neural Ordinary Differential Equations (NODEs) revolutionize the way we view residual networks as solvers for initial value problems (IVPs), with layer depth serving as the time step. In this study, we propose a more ... 详细信息
来源: 评论
GIRP: Energy-Efficient QoS-Oriented Microservice Resource Provisioning via Multi-Objective Multi-Task Reinforcement Learning
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IEEE Transactions on Mobile Computing 2025年
作者: Yuan, Honggang Wang, Ting Fu, Min Shi, Yuanming East China Normal University MoE Engineering Research Center of Software/Hardware Co-design Technology and Application Shanghai Key Laboratory of Trustworthy Computing Shanghai200062 China National University of Singapore Department of Electrical and Computer Engineering 117583 Singapore ShanghaiTech University School of Information Science and Technology Shanghai201210 China
Microservice architecture has revolutionized web service development by facilitating loosely coupled and independently developable components distributed as containers or virtual machines. While existing studies empha... 详细信息
来源: 评论
Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction  25
Learnable Prompt as Pseudo-Imputation: Rethinking the Necess...
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Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1
作者: Weibin Liao Yinghao Zhu Zhongji Zhang Yuhang Wang Zixiang Wang Xu Chu Yasha Wang Liantao Ma School of Computer Science Peking University Beijing China & Key Laboratory of High Confidence Software Technologies Ministry of Education Beijing China National Engineering Research Center for Software Engineering Peking University Beijing China School of Software and Microelectronics Peking University Beijing China & Key Laboratory of High Confidence Software Technologies Ministry of Education Beijing China School of Computer Science Peking University Beijing China Center on Frontiers of Computing Studies Peking University Beijing China Key Laboratory of High Confidence Software Technologies Ministry of Education Beijing China & Peking University Information Technology Institute (Tianjin Binhai) Peking University Tianjin China National Engineering Research Center for Software Engineering Peking University Beijing China & Key Laboratory of High Confidence Software Technologies Ministry of Education Beijing China
Analyzing the health status of patients based on Electronic Health Records (EHR) is a fundamental research problem in medical informatics. The presence of extensive missing values in EHR makes it challenging for deep ... 详细信息
来源: 评论
Joint Optimization of Dynamic Service Selection and Request Routing in Cloud-Edge Collaborative Environments
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IEEE Internet of Things Journal 2025年
作者: Tang, Bing Xu, Wei Zhang, Li Cao, Buqing Yang, Qing Li, Kuanching Hunan University of Science and Technology School of Computer Science and Engineering Xiangtan411201 China Guangzhou Maritime University School of Computer Science Guangzhou510725 China Huaihua University School of Computer and Artificial Intelligence Huaihua418000 China Hunan Institute of Engineering School of Information Science and Engineering Xiangtan411104 China Hunan University of Technology School of Computer Zhuzhou412007 China Hunan University of Science and Technology Sanya Research Institute Sanya572024 China Hunan Key Laboratory for Service Computing and Novel Software Technology Xiangtan411201 China
Optimizing multi-instance service composition and dynamic request routing has become a critical challenge in cloud-edge collaborative systems. Existing solutions struggle with effectively balancing performance, cost, ... 详细信息
来源: 评论