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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  
Prospective validation of multiple deep learning model assisted diagnostic program for glomerular diseases using immunofluorescence images 期刊论文
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2025, 卷号: 40, 页码: 1
作者:  Xia, Peng;  Cao, Shilu;  Wen, Yu-Bing;  Zhang, Xueyuan;  Zhao, Xuesong;  Cui, Hao-Yuan;  Du, Baolin;  Ren, Fei;  Chen, Limeng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
CGCGraph: Efficient CPU-GPU Co-execution for Concurrent Dynamic Graph Processing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 3, 页码: 26
作者:  Sun, Yiming;  Zhang, Jie;  Cao, Huawei;  Zhang, Yuan;  An, Xuejun;  Huang, Junying;  Ye, Xiaochun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
CPU-GPU co-execution  concurrent graph processing  dynamic graph snapshot processing  high throughput  
GAHE: Geometry-Aware Embedding for Hyper-Relational Knowledge Graph Representation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2025, 卷号: 21, 期号: 7, 页码: 26
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
Knowledge Graph  Hyper-relational Learning  Multicurvature Spaces  Geometry Aware  
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  
NeRF-based Polarimetric Multi-view Stereo 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 158, 页码: 14
作者:  Cao, Jiakai;  Yuan, Zhenlong;  Mao, Tianlu;  Wang, Zhaoqi;  Li, Zhaoxin
收藏  |  浏览/下载：66/0  |  提交时间：2024/12/06
Multi-view stereo  Neural radiance fields  Shape-from-polarization  3D reconstruction  
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  
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9004-9022
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：12/0  |  提交时间：2025/06/25
Collaborative metric learning (CML)  machine learning  partial AUC optimization  recommendation system  
Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 11, 页码: 7136-7153
作者:  Cao, Yukun;  Feng, Yuan;  Wang, Hairu;  Xie, Xike;  Zhou, S. Kevin
收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06
sketches  meta-learning  Neural data structure  memory-augmented neural networks  memory-augmented neural networks  meta-learning  memory-augmented neural networks  
TSAR-MVS: Textureless-aware segmentation and correlative refinement guided multi-view stereo 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 154, 页码: 15
作者:  Yuan, Zhenlong;  Cao, Jiakai;  Wang, Zhaoqi;  Li, Zhaoxin
收藏  |  浏览/下载：28/0  |  提交时间：2024/12/06
Multi-view stereo  3D reconstruction  Filtering  Superpixel  Segmentation