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VAE∗: A Novel Variational Autoencoder via Revisiting Positive and Negative Samples for Top-N Recommendation Journal article
Liu, Wei, Leong Hou, U., Liang, Shangsong, Zhu, Huaijie, Yu, Jianxing, Liu, Yubao, Yin, Jian. VAE∗: A Novel Variational Autoencoder via Revisiting Positive and Negative Samples for Top-N Recommendation[J]. ACM Transactions on Knowledge Discovery from Data, 2024, 18(9), 222.
Authors:  Liu, Wei;  Leong Hou, U.;  Liang, Shangsong;  Zhu, Huaijie;  Yu, Jianxing; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.0/3.9 | Submit date：2024/12/05
Additional Key Words And Phrasesvariational Autoencoders  Collaborative Filtering  Implicit Feedback  Recommendation  
Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks Journal article
Wang, Huan, Liu, Ruigang, Shi, Chuanqi, Chen, Junyang, Fang, Lei, Liu, Shun, Gong, Zhiguo. Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks[J]. ACM Transactions on Knowledge Discovery from Data, 2023, 18(2).
Authors:  Wang, Huan;  Liu, Ruigang;  Shi, Chuanqi;  Chen, Junyang;  Fang, Lei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:5  IF:4.0/3.9 | Submit date：2024/01/10
Edge-type Disturbance  Heterogeneous Network  Link Prediction  
Lifelong Online Learning from Accumulated Knowledge Journal article
Shui,Changjian, Wang,William, Hedhli,Ihsen, Wong,Chi Man, Wan,Feng, Wang,Boyu, Gagné,Christian. Lifelong Online Learning from Accumulated Knowledge[J]. ACM Transactions on Knowledge Discovery from Data, 2023, 17(4), 1–23.
Authors:  Shui,Changjian;  Wang,William;  Hedhli,Ihsen;  Wong,Chi Man;  Wan,Feng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.0/3.9 | Submit date：2023/08/03
Lifelong Learning Theory  Multi-task Learning  Online Learning  Transfer Learning  
KRAN: Knowledge Refining Attention Network for Recommendation Journal article
Zhang, Zhenyu, Zhang, Lei, Yang, Dingqi, Yang, Liu. KRAN: Knowledge Refining Attention Network for Recommendation[J]. ACM Transactions on Knowledge Discovery from Data, 2022, 16(2).
Authors:  Zhang, Zhenyu;  Zhang, Lei;  Yang, Dingqi;  Yang, Liu
Favorite | TC[WOS]:7 TC[Scopus]:12  IF:4.0/3.9 | Submit date：2022/05/04
Attention Mechanism  Data Sparsity  Item Cold Start  Knowledge Graph  Refine  
Recurrent Coupled Topic Modeling over Sequential Documents Journal article
Jinjin Guo, Longbing Cao, Zhiguo Gong. Recurrent Coupled Topic Modeling over Sequential Documents[J]. ACM Transactions on Knowledge Discovery from Data, 2022, 16(1).
Authors:  Jinjin Guo;  Longbing Cao;  Zhiguo Gong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.0/3.9 | Submit date：2021/12/08
Bayesian Network  Data Augmentation  Dropout  Gibbs Sampling  Multiple Dependency  Topic Coupling  Topic Evolution  Topic Modeling  
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks Journal article
Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Ji Liu, Cheng-Zhong Xu, Dejing Dou. Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 16(3), 42:1-42:20.
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Ji Liu; et al.
Adobe PDF | Favorite | TC[WOS]:12 TC[Scopus]:18  IF:4.0/3.9 | Submit date：2022/08/22
Trasfer Learning  Framework  Algorithms  Knowledge Distillation  
Fast and Robust Dictionary-based Classification for Image Data Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y., Huang, W.. Fast and Robust Dictionary-based Classification for Image Data[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2021, 15(6), 97.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.;  Huang, W.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/3.9 | Submit date：2022/07/13
Image Classification  Regularization  Sparse Representation  Dictionary Learning  Svd  
Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction Journal article
wang, W., Xia, F, Wu, J, Gong, Z. G., Tong, H, Davison, B. Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 15(3), 40.
Authors:  wang, W.;  Xia, F;  Wu, J;  Gong, Z. G.;  Tong, H; et al.
Favorite | TC[WOS]:13 TC[Scopus]:14  IF:4.0/3.9 | Submit date：2022/08/26
Academic Information Retrieval  Graph Learning  Network Embedding  Scientific Collaboration  
Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction Journal article
Wang, Wei, Xia, Feng, Wu, Jian, Gong, Zhiguo, Tong, Hanghang, Davison, Brian D.. Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 15(3), 40.
Authors:  Wang, Wei;  Xia, Feng;  Wu, Jian;  Gong, Zhiguo;  Tong, Hanghang; et al.
Favorite | TC[WOS]:13 TC[Scopus]:14  IF:4.0/3.9 | Submit date：2021/12/07
Academic Information Retrieval  Graph Learning  Network Embedding  Scientific Collaboration  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
Wang,Kafeng, Xiong,Haoyi, Bian,Jiang, Zhu,Zhanxing, Gao,Qian, Guo,Zhishan, Xu,Cheng Zhong, Huan,Jun, Dou,Dejing. Sampling sparse representations with randomized measurement langevin dynamics[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 15(2).
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.0/3.9 | Submit date：2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso