中国科学院计算技术研究所机构知识库

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	Adaptive and Low-Cost Traffic Engineering: A Traffic Matrix Clustering Perspective 期刊论文 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2025, 卷号: 43, 期号: 2, 页码: 510-523 作者:  Liu, Yi;  Geng, Nan;  Xu, Mingwei;  Yang, Yuan;  Dong, Enhuan;  Liu, Chenyi;  Gan, Qiaoyin;  Li, Qing;  Wu, Jianping 收藏  |  浏览/下载：7/0  |  提交时间：2025/06/25 Routing  Real-time systems  Feature extraction  Computational modeling  Clustering algorithms  Quality of service  Optimization models  Classification algorithms  Transforms  Topology  Traffic engineering  traffic matrix classification  machine learning
	Screen Content-Aware Video Coding Through Non-Local Model Embedded With Intra-Inter In-Loop Filtering 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 2, 页码: 1870-1883 作者:  Li, Mingxuan;  Ji, Wen 收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25 Encoding  Feature extraction  Computational modeling  Adaptation models  Visualization  Nonlinear distortion  Information filters  Deep learning  Standards  Image color analysis  Video coding  in-loop filtering  screen content  deep learning  high-efficiency video coding (HEVC)
	FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499 作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu 收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25 Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment
	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：5/0  |  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：3/0  |  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
	Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文 IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12 作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian 收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25 Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling
	Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文 IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800 作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang 收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06 Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting
	Boost Tracking by Natural Language With Prompt-Guided Grounding 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13 作者:  Li, Hengyou;  Liu, Xinyan;  Li, Guorong;  Wang, Shuhui;  Qing, Laiyun;  Huang, Qingming 收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25 Target tracking  Grounding  Switches  Visualization  Feature extraction  Computational modeling  Adaptation models  Location awareness  Linguistics  Memory management  Vision-language tracking  prompt learning  inverse tracking
	Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14 作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao 收藏  |  浏览/下载：9/0  |  提交时间：2025/06/25 Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views
	GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning 期刊论文 IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 6, 页码: 3758-3772 作者:  Yin, Yansong;  Xie, Kun;  He, Shiming;  Li, Yanbiao;  Wen, Jigang;  Diao, Zulong;  Zhang, Dafang;  Xie, Gaogang 收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25 Internet of Things  Logic gates  Feature extraction  Protocols  Learning systems  Object recognition  IP networks  Graph neural networks  incremental learning  IoT device detection