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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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出处:IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
作者:Yang, Zhiyong
第一作者
语种:英语
资助项目:National Natural Science Foundation of China[61931008]
资助项目:National Natural Science Foundation of China[61976202]
资助项目:Strategic Priority Research Program of Chinese Academy of Sciences[XDB28000000]
资助项目:Youth Innovation Promotion Association CAS
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Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Hou, Wenzheng
;
Bao, Shilong
;
He, Yuan
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/05/20
Optimization
Training
Perturbation methods
Machine learning
Receivers
Machine learning algorithms
Linear programming
AUC Optimization
adversarial learning
machine learning
AUC-Oriented Domain Adaptation: From Theory to Algorithm
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14161-14174
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Bao, Shilong
;
Wen, Peisong
;
He, Yuan
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/20
AUC-oriented Learning
domain adaptation
machine learning
Optimizing Two-Way Partial AUC With an End-to-End Framework
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10228-10246
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Bao, Shilong
;
He, Yuan
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/04
AUC Optimization
machine learning
partial AUC
Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 7668-7685
作者:
Xu, Qianqian
;
Yang, Zhiyong
;
Zhao, Yunrui
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/04
Data models
Training data
Training
Deep learning
Predictive models
Testing
Optimization
Label flipping attack
machine learning
MaxMatch: Semi-Supervised Learning With Worst-Case Consistency
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5970-5987
作者:
Jiang, Yangbangyan
;
Li, Xiaodan
;
Chen, Yuefeng
;
He, Yuan
;
Xu, Qianqian
;
Yang, Zhiyong
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/12/04
Predictive models
Training
Data models
Semantics
Perturbation methods
Computational modeling
Benchmark testing
Semi-supervised learning
consistency regularization
worst-case consistency
image classification
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 1017-1035
作者:
Bao, Shilong
;
Xu, Qianqian
;
Yang, Zhiyong
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/12
Recommendation system
collaborative metric learning
negative sampling
machine learning
Learning With Multiclass AUC: Theory and Algorithms
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 7747-7763
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Bao, Shilong
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/12
AUC optimization
machine learning
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 8449-8464
作者:
Cao, Tianwei
;
Xu, Qianqian
;
Yang, Zhiyong
;
Huang, Qingming
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/12
Feature extraction
Predictive models
Wrapping
Frequency modulation
Computational modeling
Training
Recommender systems
Click-through rate prediction
recommender system
bilevel optimization
meta-learning
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 6, 页码: 3154-3169
作者:
Xu, Qianqian
;
Yang, Zhiyong
;
Jiang, Yangbangyan
;
Cao, Xiaochun
;
Yao, Yuan
;
Huang, Qingming
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/12/07
Noise measurement
Annotations
Task analysis
Predictive models
Robustness
Visualization
Training
Subjective visual property (SVP)
robustness
outlier detection
probabilistic model
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/12/01
Task analysis
Convergence
Predictive models
Diseases
Collaborative work
Optimization
Training
Block diagonal structural learning
negative transfer
multi-task learning
global convergence