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Tat-Seng Chua
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Neural collaborative filtering
X He, L Liao, H Zhang, L Nie, X Hu, TS Chua
Proceedings of the 26th international conference on world wide web, 173-182, 2017
38312017
Nus-wide: a real-world web image database from national university of singapore
TS Chua, J Tang, R Hong, H Li, Z Luo, Y Zheng
Proceedings of the ACM international conference on image and video retrieval …, 2009
25592009
Sca-cnn: Spatial and channel-wise attention in convolutional networks for image captioning
L Chen, H Zhang, J Xiao, L Nie, J Shao, W Liu, TS Chua
Proceedings of the IEEE conference on computer vision and pattern …, 2017
13832017
Toward scalable systems for big data analytics: A technology tutorial
H Hu, Y Wen, TS Chua, X Li
IEEE access 2, 652-687, 2014
13282014
Neural graph collaborative filtering
X Wang, X He, M Wang, F Feng, TS Chua
Proceedings of the 42nd international ACM SIGIR conference on Research and …, 2019
10422019
Neural factorization machines for sparse predictive analytics
X He, TS Chua
Proceedings of the 40th International ACM SIGIR conference on Research and …, 2017
9622017
Fast matrix factorization for online recommendation with implicit feedback
X He, H Zhang, MY Kan, TS Chua
Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016
8512016
Kgat: Knowledge graph attention network for recommendation
X Wang, X He, Y Cao, M Liu, TS Chua
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
7462019
Meta-transfer learning for few-shot learning
Q Sun, Y Liu, TS Chua, B Schiele
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
6882019
Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention
J Chen, H Zhang, X He, L Nie, W Liu, TS Chua
Proceedings of the 40th International ACM SIGIR conference on Research and …, 2017
6372017
Attentional factorization machines: Learning the weight of feature interactions via attention networks
J Xiao, H Ye, X He, H Zhang, F Wu, TS Chua
arXiv preprint arXiv:1708.04617, 2017
5972017
Hierarchical spatio-temporal context modeling for action recognition
J Sun, X Wu, S Yan, LF Cheong, TS Chua, J Li
2009 IEEE conference on computer vision and pattern recognition, 2004-2011, 2009
5542009
Topical word embeddings
Y Liu, Z Liu, TS Chua, M Sun
Twenty-ninth AAAI conference on artificial intelligence, 2015
4852015
Tour the world: building a web-scale landmark recognition engine
YT Zheng, M Zhao, Y Song, H Adam, U Buddemeier, A Bissacco, ...
2009 IEEE Conference on Computer Vision and Pattern Recognition, 1085-1092, 2009
4812009
Visual translation embedding network for visual relation detection
H Zhang, Z Kyaw, SF Chang, TS Chua
Proceedings of the IEEE conference on computer vision and pattern …, 2017
4612017
Explainable reasoning over knowledge graphs for recommendation
X Wang, D Wang, C Xu, X He, Y Cao, TS Chua
Proceedings of the AAAI conference on artificial intelligence 33 (01), 5329-5336, 2019
3882019
Domain adaptation from multiple sources via auxiliary classifiers
L Duan, IW Tsang, D Xu, TS Chua
Proceedings of the 26th annual international conference on machine learning …, 2009
3522009
Nais: Neural attentive item similarity model for recommendation
X He, Z He, J Song, Z Liu, YG Jiang, TS Chua
IEEE Transactions on Knowledge and Data Engineering 30 (12), 2354-2366, 2018
3502018
Aspect ranking: identifying important product aspects from online consumer reviews
J Yu, ZJ Zha, M Wang, TS Chua
Proceedings of the 49th annual meeting of the association for computational …, 2011
3452011
Exploiting internal and external semantics for the clustering of short texts using world knowledge
X Hu, N Sun, C Zhang, TS Chua
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
3332009
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