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Sequential Manipulation Against Rank Aggregation: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9353-9370
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Liu, Wei;  Cao, Xiaochun;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：57/0  |  提交时间：2025/06/25
Online manipulation  adversarial learning  pairwise comparison  ranking aggregation  
PPRTGI: A Personalized PageRank Graph Neural Network for TF-Target Gene Interaction Detection 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 3, 页码: 480-491
作者:  Ma, Ke;  Li, Jiawei;  Zhao, Mengyuan;  Zamit, Ibrahim;  Lin, Bin;  Guo, Fei;  Tang, Jijun
收藏  |  浏览/下载：90/0  |  提交时间：2024/12/06
DNA  Proteins  Organisms  Biology  Proteomics  Gene expression  Feature extraction  Transcription factor  TF-target gene interactions  DNA sequence  graph neural network  personalized PageRank  
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：126/0  |  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  
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478
作者:  Ma, Ke;  Zeng, Jinshan;  Xiong, Jiechao;  Xu, Qianqian;  Cao, Xiaochun;  Liu, Wei;  Yao, Yuan
收藏  |  浏览/下载：147/0  |  提交时间：2021/12/01
Ordinal embedding  SVRG  non-convex optimization  barzilai-borwein (BB) step size  
Neural Collaborative Preference Learning With Pairwise Comparisons 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1977-1989
作者:  Li, Zhaopeng;  Xu, Qianqian;  Jiang, Yangbangyan;  Ma, Ke;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：127/0  |  提交时间：2022/06/21
Recommender system  collaborative ranking  neural networks  preference ranking