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Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation Conference paper
Chen, Junyang, Zou, Guoxuan, Zhou, Pan, Yirui, Wu, Chen, Zhenghan, Su, Houcheng, Wang, Huan, Gong, Zhiguo. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation[C], 2024, 8283-8291.
Authors:  Chen, Junyang;  Zou, Guoxuan;  Zhou, Pan;  Yirui, Wu;  Chen, Zhenghan; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/05/16
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization Conference paper
Su, Houcheng, Luo, Weihao, Liu, Daixian, Wang, Mengzhu, Tang, Jing, Chen, Junyang, Wang, Cong, Chen, Zhenghan. Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization[C], 2024, 15091-15099.
Authors:  Su, Houcheng;  Luo, Weihao;  Liu, Daixian;  Wang, Mengzhu;  Tang, Jing; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/05/16
Ml: Transfer  Domain Adaptation  Multi-task Learning  Cv: Other Foundations Of Computer Vision  General  
Joint Adversarial Domain Adaptation With Structural Graph Alignment Journal article
Wang, Mengzhu, Chen, Junyang, Wang, Ye, Wang, Shanshan, Li, Lin, Su, Hao, Gong, Zhiguo, Wu, Kaishun, Chen, Zhenghan. Joint Adversarial Domain Adaptation With Structural Graph Alignment[J]. IEEE Transactions on Network Science and Engineering, 2024, 11(1), 604-612.
Authors:  Wang, Mengzhu;  Chen, Junyang;  Wang, Ye;  Wang, Shanshan;  Li, Lin; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:6.7/6.0 | Submit date：2024/02/22
Conditional Distribution  Joint Adversarial Domain Adaptation  Joint Distribution  Marginal Distribution  Structural Graph Alignment  
A Closer Look at Classifier in Adversarial Domain Generalization Conference paper
Wang, Ye, Chen, Junyang, Wang, Mengzhu, Li, Hao, Wang, Wei, Su, Houcheng, Lai, Zhihui, Wang, Wei, Chen, Zhenghan. A Closer Look at Classifier in Adversarial Domain Generalization[C]:Association for Computing Machinery, Inc, 2023, 280-289.
Authors:  Wang, Ye;  Chen, Junyang;  Wang, Mengzhu;  Li, Hao;  Wang, Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/01/10
Condition-invariant Features  Domain Generalization  Smoothing Optima