中国科学院计算技术研究所机构知识库

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	A Heuristic Big Data Processing Multi Task Efficient Deployment Method Based on QoS Aware Clustering and Bayesian Classification in Cloud Environment 期刊论文 IEEE TRANSACTIONS ON SERVICES COMPUTING, 2025, 卷号: 18, 期号: 5, 页码: 2517-2530 作者:  Yu, ZiYuan;  Yang, Peng;  Wu, WanJing;  Tan, Liang;  Ye, DanLian;  She, Kun 收藏  |  浏览/下载：10/0  |  提交时间：2025/12/03 Load management  Cloud computing  Big Data  Quality of service  Multitasking  Heuristic algorithms  Bayes methods  Virtual machines  Resource management  Real-time systems  big data  Bayesian classification  QoS-aware  multi-task deployment
	Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 6413-6429 作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Yu, Hanxiao;  Wu, Yihao;  Shi, Ningzhe;  Shi, Jinglin 收藏  |  浏览/下载：11/0  |  提交时间：2025/12/03 Semantics  Receivers  Generators  Feature extraction  Costs  Transmitters  Decoding  Data mining  Bandwidth  Vectors  Semantic encoder  Task-oriented communications  Relevance-based data selection and bandwidth allocation  Deep reinforcement learning
	From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos 期刊论文 IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2025, 卷号: 16, 期号: 2, 页码: 624-638 作者:  Chen, Yin;  Li, Jia;  Shan, Shiguang;  Wang, Meng;  Hong, Richang 收藏  |  浏览/下载：10/0  |  提交时间：2025/12/03 Adaptation models  Videos  Computational modeling  Feature extraction  Transformers  Task analysis  Face recognition  Dynamic facial expression recognition  emotion ambiguity  model adaptation  transfer learning
	ReflexPilot: Startup-Aware Dependent Task Scheduling Based on Deep Reinforcement Learning for Edge-Cloud Collaborative Computing 期刊论文 IEEE TRANSACTIONS ON CLOUD COMPUTING, 2025, 卷号: 13, 期号: 2, 页码: 641-654 作者:  Zou, Wenhao;  Zhang, Zongshuai;  Wang, Nina;  Tian, Yu;  Tian, Lin 收藏  |  浏览/下载：11/0  |  提交时间：2025/12/03 Servers  Optimal scheduling  Collaboration  Cloud computing  Scheduling algorithms  Containers  Computer architecture  Computational modeling  Resource management  Training  Edge-cloud collaborative computing  deep reinforcement learning  dependent task scheduling  startup latency
	Optimization of Vehicular Edge Computing Under Time-Varying Fading Channels With Path Prediction 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 5, 页码: 5500-5514 作者:  Hu, Dieli;  Yuan, Mingang;  Huang, Gaofei;  Zhao, Sai;  Tang, Dong 收藏  |  浏览/下载：48/0  |  提交时间：2025/06/25 Wireless communication  Costs  Optimization  Fading channels  Resource management  Servers  Delays  Wireless sensor networks  Internet of Things  Vehicle-to-infrastructure  Mobile edge computing  path prediction  task offloading  time-varying channels  vehicular network
	SNS: Smart Node Selection for Scalable Traffic Engineering in Segment Routing Networks 期刊论文 IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 1, 页码: 92-106 作者:  Wang, Linghao;  Lu, Lu;  Wang, Miao;  Li, Zhiqiang;  Yang, Hongwei;  Zhu, Shuyong;  Zhang, Yujun 收藏  |  浏览/下载：44/0  |  提交时间：2025/06/25 Scalability  Routing  Costs  Computational modeling  Network topology  Task analysis  Topology  Traffic engineering  segment routing  reinforcement learning  routing optimization
	Unified Multi-Modal Image Synthesis for Missing Modality Imputation 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 4-18 作者:  Zhang, Yue;  Peng, Chengtao;  Wang, Qiuli;  Song, Dan;  Li, Kaiyan;  Zhou, S. Kevin 收藏  |  浏览/下载：23/0  |  提交时间：2025/06/25 Image synthesis  Imputation  Medical diagnostic imaging  Task analysis  Streams  Training  Feature extraction  Medical image synthesis  multi-modal images  data imputation
	IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 154-164 作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Zhou, S. Kevin 收藏  |  浏览/下载：47/0  |  提交时间：2025/06/25 Contrastive learning  Task analysis  Data augmentation  Semantics  Training  Feature extraction  Image segmentation  data augmentation  few-shot learning  landmark detection  segmentation
	LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847 作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong 收藏  |  浏览/下载：25/0  |  提交时间：2025/06/25 Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient
	Focusing on differences! Sample framework enhances semantic textual similarity with external knowledge 期刊论文 EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 255, 页码: 10 作者:  Feng, Jianzhou;  Liu, Junxin;  Gu, Chenghan;  Qi, Haotian;  Ren, Zhongcan;  Xu, Kehan;  Wang, Yuanzhuo 收藏  |  浏览/下载：42/0  |  提交时间：2024/12/06 Semantic similarity task  Differential information  Sentence embeddings