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Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 1237-1247
作者:  Zhao, Jiahao;  Mao, Wenji;  Zeng, Daniel Dajun
收藏  |  浏览/下载：3/0  |  提交时间：2024/07/03
Adversarial robustness  variation of information  disentangled text representation learning  
Generating Relevant Article Comments via Variational Multi-Layer Fusion 会议论文
, Yokohama, Japan, 2024-7
作者:  Zou HY(邹瀚仪);  Xu HF(徐会芳);  Kong QC(孔庆超);  Cao YL(曹艺琳);  Mao WJ(毛文吉)
Adobe PDF(354Kb)  |  收藏  |  浏览/下载：20/6  |  提交时间：2024/06/24
article comment generation  variational auto-encoder  relevant information extraction  multi-layer fusion  
Controllable News Comment Generation based on Attribute Level Contrastive Learning 会议论文
, Charlotte, NC, USA, 2023-10
作者:  Zou HY(邹瀚仪);  Xu N(徐楠);  Kong QC(孔庆超);  Mao WJ(毛文吉)
Adobe PDF(317Kb)  |  收藏  |  浏览/下载：19/5  |  提交时间：2024/06/24
controllable text generation  news comment generation  attribute level constraint  contrastive learning  
A deep latent space model for interpretable representation learning on directed graphs 期刊论文
NEUROCOMPUTING, 2024, 卷号: 576, 页码: 13
作者:  Yang, Hanxuan;  Kong, Qingchao;  Mao, Wenji
收藏  |  浏览/下载：26/0  |  提交时间：2024/05/30
Graph representation learning  Deep latent space model  Model interpretability  Variational auto-encoder  Directed graph  
AnANet: Association and Alignment Network for Modeling Implicit Relevance in Cross-Modal Correlation Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 7867-7880
作者:  Xu, Nan;  Wang, Junyan;  Tian, Yuan;  Zhang, Ruike;  Mao, Wenji
收藏  |  浏览/下载：46/0  |  提交时间：2024/03/26
Association and alignment network  classification scheme  cross-modal correlation  implicit relevance  
Equilibrium Strategy of the Pursuit-Evasion Game in Three-Dimensional Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 446-458
作者:  Nuo Chen;  Linjing Li;  Wenji Mao
Adobe PDF(3567Kb)  |  收藏  |  浏览/下载：140/34  |  提交时间：2024/01/23
Differential game  equilibrium strategy  pursuit-evasion game  threedegree-of-freedom control  
Boosting deep cross-modal retrieval hashing with adversarially robust training 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 13
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun
收藏  |  浏览/下载：112/0  |  提交时间：2023/11/17
Cross-modal retrieval  Adversarial training  Deep hashing model  Deep neural network  
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载：268/0  |  提交时间：2022/11/14
Perturbation methods  Semantics  Computational modeling  Codes  Task analysis  Privacy  Software  Adversarial perturbation  deep neural network (DNN)  privacy protection  semantic retrieval  
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
作者:  Zhang, Xingwei;  Zheng, Xiaolong;  Liu, Bin;  Wang, Xiao;  Mao, Wenji;  Zeng, Daniel Dajun;  Wang, Fei-Yue
收藏  |  浏览/下载：227/0  |  提交时间：2022/11/14
Training  Task analysis  Semantics  Perturbation methods  Feature extraction  Computational modeling  Robustness  Adversarial perturbation  adversarially robust training  deep hashing  multimodal retrieval  
An Orthogonal Subspace Decomposition Method for Cross-Modal Retrieval 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 3, 页码: 45-53
作者:  Zeng, Zhixiong;  Xu, Nan;  Mao, Wenji;  Zeng, Daniel
Adobe PDF(2545Kb)  |  收藏  |  浏览/下载：337/49  |  提交时间：2022/09/19
Semantics  Representation learning  Task analysis  Matrix decomposition  Automation  Interference  Intelligent systems  Cross-modal Retrieval  Representation Learning  Orthogonal Decomposition