中国科学院计算技术研究所机构知识库

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	Enhanced Dual-Pattern Matching With Vision-Language Representation for Out-of-Distribution Detection 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 11, 页码: 9673-9687 作者:  Xiang, Xiang;  Xu, Zhuo;  Zhang, Zihan;  Zeng, Zhigang;  Chen, Xilin 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Visualization  Adaptation models  Training  Data models  Computational modeling  Feature extraction  Pattern matching  Tuning  Robustness  Data mining  OOD detection  vision-language models
	GinAR plus : A Robust End-to-End Framework for Multivariate Time Series Forecasting With Missing Values 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4635-4648 作者:  Yu, Chengqing;  Wang, Fei;  Shao, Zezhi;  Qian, Tangwen;  Zhang, Zhao;  Wei, Wei;  An, Zhulin;  Wang, Qi;  Xu, Yongjun 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Correlation  Predictive models  Forecasting  Time series analysis  Data models  Robustness  Adaptation models  Imputation  Contrastive learning  Training  graph interpolation attention recursive network  multivariate time series forecasting with missing values
	RFAE: A high-robust feature selector based on fractal autoencoder 期刊论文 EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 285, 页码: 13 作者:  Ou, Jingfeng;  Li, Jiawei;  Xia, Zhiliang;  Dai, Shurui;  Guo, Yan;  Jiang, Limin;  Tang, Jijun 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Feature selection  Model robustness  Weight exponentiation  Dual-network mechanism
	AUCPro: AUC-Oriented Provable Robustness Learning 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 4579-4596 作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Robustness  Training  Perturbation methods  Machine learning  Heavily-tailed distribution  Smoothing methods  Gaussian noise  Data mining  Standards  Protocols  AUC-oriented learning  adversarial robustness  machine learning
	RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts 期刊论文 PATTERN RECOGNITION LETTERS, 2025, 卷号: 190, 页码: 161-168 作者:  Liu, Chang;  Xiang, Wenzhao;  Dong, Yinpeng;  Zhang, Xingxing;  Wang, Liyuan;  Duan, Ranjie;  Zheng, Shibao;  Su, Hang 收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25 Adversarial robustness  Prompt tuning  Continual learning  Adaptive prompt pool
	SPMGAE: Self-purified masked graph autoencoders release robust expression power 期刊论文 NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14 作者:  Song, Shuhan;  Li, Ping;  Dun, Ming;  Zhang, Yuan;  Cao, Huawei;  Ye, Xiaochun 收藏  |  浏览/下载：68/0  |  提交时间：2024/12/06 Graph neural networks  Masked graph autoencoders  Robustness  Graph adversarial attacks
	Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout 期刊论文 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 2464-2479 作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Li, Qi;  Xu, Ke 收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25 Bayes methods  Training  Servers  Data models  Robustness  Distributed databases  Uplink  Convergence  Computational modeling  Recurrent neural networks  Federated learning  Byzantine attack  dropout defense  robust aggregation
	FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4580-4590 作者:  Yuan, Zheng;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Training  Computational modeling  Robustness  Adaptation models  Computer vision  Transformers  Visualization  Natural language processing  Image classification  Head  Adversarial training  parameter-efficient  pretrained model
	Uncertainty-Boosted Robust Video Activity Anticipation 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 7775-7792 作者:  Qi, Zhaobo;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming 收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25 Video activity anticipation  data uncertainty  relative uncertainty learning  robustness
	IDEA: Invariant defense for graph adversarial robustness 期刊论文 INFORMATION SCIENCES, 2024, 卷号: 680, 页码: 18 作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Xu, Bingbing;  Cheng, Xueqi 收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06 Invariant defense  Adversarial robustness  Causal feature  Graph neural networks