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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：4/0  |  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  
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：7/0  |  提交时间：2023/12/04
Data models  Training data  Training  Deep learning  Predictive models  Testing  Optimization  Label flipping attack  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：13/0  |  提交时间：2023/07/12
AUC optimization  machine learning  
Poisoning Attack Against Estimating From Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6393-6408
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
Optimization  Heuristic algorithms  Sports  Voting  Uncertainty  Games  Data models  Adversarial learning  poisoning attack  pairwise comparison  rank aggregation  robust game  distributionally robust optimization  
Evaluating Visual Properties via Robust HodgeRank 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 22
作者:  Xu, Qianqian;  Xiong, Jiechao;  Cao, Xiaochun;  Huang, Qingming;  Yao, Yuan
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Visual properties  Hodge decomposition  Linearized Bregman iteration  Paired comparison  Robust ranking  
Learning Coupled Convolutional Networks Fusion for Video Saliency Prediction 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 10, 页码: 2960-2971
作者:  Wu, Zhe;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：280/0  |  提交时间：2019/12/10
Video saliency  feature integration  fully convolutional network  
Robust visual tracking via scale-and-state-awareness 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 75-85
作者:  Qi, Yuankai;  Qin, Lei;  Zhang, Shengping;  Huang, Qingming;  Yao, Hongxun
收藏  |  浏览/下载：82/0  |  提交时间：2019/04/03
Visual tracking  Convolutional neural network  Bounding box refinement  Occlusion awareness  
Iterative Graph Seeking for Object Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 4, 页码: 1809-1821
作者:  Du, Dawei;  Wen, Longyin;  Qi, Honggang;  Huang, Qingming;  Tian, Qi;  Lyu, Siwei
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/10
Object tracking  iterative graph seeking  alternative iteration scheme  energy minimization  
Joint Feature Selection and Classification for Multilabel Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 3, 页码: 876-889
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/10
Feature selection  label correlation  label-specific features  multilabel classification  shared features  
Multi-label classification by exploiting local positive and negative pairwise label correlation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 164-174
作者:  Huang, Jun;  Li, Guorong;  Wang, Shuhui;  Xue, Zhe;  Huang, Qingming
收藏  |  浏览/下载：50/0  |  提交时间：2019/12/12
Multi-label classification  k nearest neighbors  Local label correlation  Positive and negative label correlation