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PRADA: Practical Black-box Adversarial Attacks against Neural Ranking Models 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 27
作者:  Wu, Chen;  Zhang, Ruqing;  Guo, Jiafeng;  De Rijke, Maarten;  Fan, Yixing;  Cheng, Xueqi
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Adversarial attack  decision-based black-box attack setting  neural ranking models  
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：11/0  |  提交时间：2023/12/04
Data models  Training data  Training  Deep learning  Predictive models  Testing  Optimization  Label flipping attack  machine learning  
Are Neural Ranking Models Robust? 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 2, 页码: 36
作者:  Wu, Chen;  Zhang, Ruqing;  Guo, Jiafeng;  Fan, Yixing;  Cheng, Xueqi
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Robustness  Ranking Models  Systematic Analysis  
Semantic Models for the First-Stage Retrieval: A Comprehensive Review 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 4, 页码: 42
作者:  Guo, Jiafeng;  Cai, Yinqiong;  Fan, Yixing;  Sun, Fei;  Zhang, Ruqing;  Cheng, Xueqi
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Semantic retrieval models  information retrieval  survey  
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：34/0  |  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  
Deep Conditional Distribution Learning for Age Estimation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 4679-4690
作者:  Sun, Haomiao;  Pan, Hongyu;  Han, Hu;  Shan, Shiguang
收藏  |  浏览/下载：32/0  |  提交时间：2021/12/01
Estimation  Task analysis  Faces  Face recognition  Learning systems  Adaptation models  Information processing  Conditional modeling  distribution learning  label ambiguity  age estimation  attribute estimation  
A Deep Look into neural ranking models for information retrieval 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2020, 卷号: 57, 期号: 6, 页码: 20
作者:  Guo, Jiafeng;  Fan, Yixing;  Pang, Liang;  Yang, Liu;  Ai, Qingyao;  Zamani, Hamed;  Wu, Chen;  Croft, W. Bruce;  Cheng, Xueqi
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Neural ranking model  Information retrieval  Survey  
Unlocking Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2020, 卷号: 32, 期号: 3, 页码: 547-559
作者:  Wu, Bo;  Cheng, Wen-Huang;  Zhang, Yongdong;  Cao, Juan;  Li, Jintao;  Mei, Tao
收藏  |  浏览/下载：58/0  |  提交时间：2020/12/10
Social network services  Predictive models  Prediction algorithms  Computers  Technological innovation  Information processing  Task analysis  Microblogging  key retweeter prediction  information propagation  user behavior  
Multi-Task Deep Relative Attribute Learning for Visual Urban Perception 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 657-669
作者:  Min, Weiqing;  Mei, Shuhuan;  Liu, Linhu;  Wang, Yi;  Jiang, Shuqiang
收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10
Visualization  Task analysis  Deep learning  Urban areas  Correlation  Computer vision  Predictive models  Visual urban perception  relative attribute  multi-task learning  
Modeling the Parameter Interactions in Ranking SVM with Low-Rank Approximation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1181-1193
作者:  Xu, Jun;  Zeng, Wei;  Lan, Yanyan;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：85/0  |  提交时间：2019/08/16
Learning to rank  ranking SVM  parameter interactions  low-rank approximation