中国科学院计算技术研究所机构知识库

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	Unsupervised Gaze Representation Learning by Switching Features 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 62-78 作者:  Sun, Yunjia;  Zeng, Jiabei;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25 Estimation  Faces  Three-dimensional displays  Switches  Training  Feature extraction  Cameras  Representation learning  Convolutional neural networks  Unsupervised learning  Gaze estimation  unsupervised learning  self-supervised learning  representation learning  feature disentanglement
	Leveraging face-prior knowledge for general face representation learning 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 8 作者:  Sun, Haomiao;  He, Mingjie;  Shan, Shiguang;  Han, Hu 收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03 Face analysis  General face representation learning  Multi-level face-prior knowledge  Auxiliary tasks
	Self-supervised Learning for Electroencephalogram: A Systematic Survey 期刊论文 ACM COMPUTING SURVEYS, 2025, 卷号: 57, 期号: 12, 页码: 38 作者:  Weng, Weining;  Gu, Yang;  Guo, Shuai;  Ma, Yuan;  Yang, Zhaohua;  Liu, Yuchen;  Chen, Yiqiang 收藏  |  浏览/下载：28/0  |  提交时间：2025/12/03 Self-supervised learning  electroencephalogram  contrastive learning  representation learning
	SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665 作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03 Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization
	SSC-PPI: A Subspace Structure Consistency-Based Method for Protein-Protein Interactions Prediction 期刊论文 IEEE TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2025, 卷号: 22, 期号: 6, 页码: 2477-2490 作者:  Ma, Ziping;  Min, Weiqing;  Zhang, Huanpu;  Huang, Yulei;  Jiang, Shuqiang 收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25 Proteins  Feature extraction  Drugs  Diseases  Amino acids  Accuracy  Predictive models  Dimensionality reduction  Data mining  Databases  Protein-protein interactions  dimension reduction  unsupervised feature selection  latent representation learning
	Consistent multimodal pre-training for visual tokenization 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2025, 卷号: 68, 期号: 10, 页码: 15 作者:  Pan, Ting;  Tang, Lulu;  Wang, Xinlong;  Liu, Xin;  Shan, Shiguang 收藏  |  浏览/下载：30/0  |  提交时间：2025/12/03 foundation model  multimodal  representation learning  visual tokenization
	Burst-Sensitive Traffic Forecast via Multi-Property Personalized Fusion in Federated Learning 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 5598-5614 作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Meng, Xuying;  Wang, Jingyuan;  Zhang, JunBo;  Xu, Ke 收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03 Predictive models  Forecasting  Data models  Market research  Fluctuations  Computational modeling  Training  Telecommunication traffic  Adaptation models  Mathematical models  Network traffic forecast  federated learning (FL)  heterogeneous data  multi-scale representation  personalized fusion
	Multi-Modal Deep Representation Learning Accurately Identifies and Interprets Drug-Target Interactions 期刊论文 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 5350-5360 作者:  Hu, Jiayue;  Liu, Yuhang;  Zeng, Xiangxiang;  Zou, Quan;  Su, Ran;  Wei, Leyi 收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03 Proteins  Drugs  Three-dimensional displays  Training  Feature extraction  Data models  Data mining  Bioinformatics  Deep learning  Contrastive learning  Drug-target interaction  multi-modal learning  molecular representation
	PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740 作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi 收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03 Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning
	Real face foundation representation learning for generalized deepfake detection 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 161, 页码: 9 作者:  Shi, Liang;  Zhang, Jie;  Ji, Zhilong;  Bai, Jinfeng;  Shan, Shiguang 收藏  |  浏览/下载：30/0  |  提交时间：2025/06/25 Deepfake detection  Masked image modeling  Representation learning  Vision Transformers