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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：4/0  |  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  
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  
Bi-Modality Individual-Aware Prompt Tuning for Visual-Language Model 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 8, 页码: 6352-6368
作者:  Yao, Hantao;  Zhang, Rui;  Lyu, Huaihai;  Zhang, Yongdong;  Xu, Changsheng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Tuning  Visualization  Training  Adaptation models  Hands  Feature extraction  Data models  Artificial intelligence  Transformers  Data mining  Prompt tuning  individual-aware prompt tuning  bi-modality prompt tuning  visual-language model  
DM-IDS-A Network Intrusion Detection Method Based on Dual-Modal Fusion 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 4, 页码: 3646-3661
作者:  Zha, Chao;  Wang, Zhiyu;  Fan, Yifei;  Bai, Bing;  Zhang, Yinjie;  Shi, Sainan;  Zhang, Ruyun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Feature extraction  Payloads  Network intrusion detection  Telecommunication traffic  Vectors  Graph neural networks  Radio frequency  Data mining  Training  Technological innovation  Intrusion detection  flow modal  payload modal  bilinear fusion  semantic  
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：4/0  |  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  
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：4/0  |  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  
Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Reidentification 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 12, 页码: 22381-22392
作者:  Pei, Jiangbo;  Jiang, Zhuqing;  Men, Aidong;  Wang, Haiying;  Luo, Haiyong;  Wen, Shiping
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Cameras  Training  Metalearning  Annotations  Feature extraction  Data models  Identification of persons  Costs  Data mining  Measurement  Camera-invariant features  meta-learning  person reidentification (re-ID)  single-camera-training (SCT)  
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  
Towards Effective Transportation Mode-Aware Trajectory Recovery: Heterogeneity, Personalization and Efficiency 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 4, 页码: 2832-2846
作者:  Wang, Chenxing;  Zhao, Fang;  Luo, Haiyong;  Fang, Yuchen;  Zhang, Haichao;  Xiong, Haoyu
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Trajectory  Roads  Transportation  Global Positioning System  Feature extraction  Mobile computing  Data mining  Uncertainty  Public transportation  Social networking (online)  Location-based social networks  spatio-temporal data mining  transportation mode-aware trajectory recovery  
A Model-Agnostic Hierarchical Framework Towards Trajectory Prediction 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 322-339
作者:  Qian, Tang-Wen;  Wang, Yuan;  Xu, Yong-Jun;  Zhang, Zhao;  Wu, Lin;  Qiu, Qiang;  Wang, Fei
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
spatial-temporal data mining  trajectory prediction  hierarchical framework  model-agnostic