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
25982017
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
22652009
Toward scalable systems for big data analytics: A technology tutorial
H Hu, Y Wen, TS Chua, X Li
IEEE access 2, 652-687, 2014
11842014
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
9892017
Neural factorization machines for sparse predictive analytics
X He, TS Chua
Proceedings of the 40th International ACM SIGIR conference on Research and …, 2017
6812017
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
6752016
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
5442009
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
5032017
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
4702019
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
4692009
Topical word embeddings
Y Liu, Z Liu, TS Chua, M Sun
Twenty-ninth AAAI conference on artificial intelligence, 2015
4222015
Multi-instance multi-label learning
ZH Zhou, ML Zhang, SJ Huang, YF Li
Artificial Intelligence 176 (1), 2291-2320, 2012
4192012
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
4172017
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
4162019
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
3872019
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
3832017
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
3402009
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
3252009
Question answering passage retrieval using dependency relations
H Cui, R Sun, K Li, MY Kan, TS Chua
Proceedings of the 28th annual international ACM SIGIR conference on …, 2005
3122005
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
3112011
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