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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[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Ml: Transfer  Domain Adaptation  Multi-task Learning  Cv: Other Foundations Of Computer Vision  General  
TFC: Transformer Fused Convolution for Adversarial Domain Adaptation Journal article
Wang, Mengzhu, Chen, Junyang, Wang, Ye, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. TFC: Transformer Fused Convolution for Adversarial Domain Adaptation[J]. IEEE Transactions on Computational Social Systems, 2024, 11(1), 697-706.
Authors:  Wang, Mengzhu;  Chen, Junyang;  Wang, Ye;  Gong, Zhiguo;  Wu, Kaishun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.5/4.6 | Submit date：2024/02/22
Convolutional Neural Networks (Cnns)  Transfer Fused Convolution  Unsupervised Domain Adaptation (Uda)  Vision Transform  
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]:3 | Submit date：2024/01/10
Condition-invariant Features  Domain Generalization  Smoothing Optima  
Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network Conference paper
Chen, Junyang, Wang, Jialong, Dai, Zhijiang, Wu, Huisi, Wang, Mengzhu, Zhang, Qin, Wang, Huan. Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network[C]:Association for Computing Machinery, Inc, 2023, 966-974.
Authors:  Chen, Junyang;  Wang, Jialong;  Dai, Zhijiang;  Wu, Huisi;  Wang, Mengzhu; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2024/01/10
Neural Variational Inference  Transferable Representation Learning  Zero-shot Micro-video Classification  
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation Journal article
Chen, Junyang, Wang, Mengzhu, Zhang, Haodi, Xu, Zhenghua, Li, Xueliang, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. IRLM: Inductive Representation Learning Model for Personalized POI Recommendation[J]. IEEE Transactions on Computational Social Systems, 2023, 10(5), 2827-2836.
Authors:  Chen, Junyang;  Wang, Mengzhu;  Zhang, Haodi;  Xu, Zhenghua;  Li, Xueliang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.5/4.6 | Submit date：2023/01/30
Inductive Representation Learning  Location-based Social Network (Lsbn)  Poi Recommendation  Smart Cities  Representation Learning  Feature Extraction  Trajectory  Training  Standards  Social Networking (Online)  Smart Cities  
A Neural Inference of User Social Interest for Item Recommendation Journal article
Chen, Junyang, Chen, Ziyi, Wang, Mengzhu, Fan, Ge, Zhong, Guo, Liu, Ou, Du, Wenfeng, Xu, Zhenghua, Gong, Zhiguo. A Neural Inference of User Social Interest for Item Recommendation[J]. Data Science and Engineering, 2023, 8(3), 223-233.
Authors:  Chen, Junyang;  Chen, Ziyi;  Wang, Mengzhu;  Fan, Ge;  Zhong, Guo; et al.
Favorite | TC[WOS]:2 TC[Scopus]:6  IF:5.1/3.6 | Submit date：2023/10/10
Item Recommendation  Neural Variational Inference  User Interest Summarization  
A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media Conference paper
Chen,Junyang, Fan,Ge, Gong,Zhiguo, Li,Xueliang, Leung,Victor C.M., Wang,Mengzhu, Yang,Ming. A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media[C]:Springer Science and Business Media Deutschland GmbH, 2023, 537-546.
Authors:  Chen,Junyang;  Fan,Ge;  Gong,Zhiguo;  Li,Xueliang;  Leung,Victor C.M.; et al.
Favorite | TC[Scopus]:5 | Submit date：2023/08/03
A Simple yet Effective Layered Loss for Pre-training of Network Embedding Journal article
Chen, Junyang, Li, Xueliang, Li, Yuanman, Li, Paul, Wang, Mengzhu, Zhang, Xiang, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. A Simple yet Effective Layered Loss for Pre-training of Network Embedding[J]. IEEE Transactions on Network Science and Engineering, 2022, 9(3), 1827 - 1837.
Authors:  Chen, Junyang;  Li, Xueliang;  Li, Yuanman;  Li, Paul;  Wang, Mengzhu; et al.
Favorite | TC[WOS]:6 TC[Scopus]:3  IF:6.7/6.0 | Submit date：2022/05/17
Graph Neural Networks  Layered Loss  Network Embedding  Pre-training Of Unlabeled Nodes  
Investigation of the Pharmacological Effects and Mechanisms of a Norditerpenoid from Seeds of Podocarpus nagi Conference paper
Zhang, Lele, Feng, Zheling, Guo, Jing, Zheng, Mengzhu, Chen, Xiuping, Wang, Yitao, Li, Ao, Li, Hua, Lin, Ligen, Lu, Jinjian. Investigation of the Pharmacological Effects and Mechanisms of a Norditerpenoid from Seeds of Podocarpus nagi[C], 2018.
Authors:  Zhang, Lele;  Feng, Zheling;  Guo, Jing;  Zheng, Mengzhu;  Chen, Xiuping; et al.
Favorite |  | Submit date：2023/08/25