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Shuai Zhang
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Year
Deep Learning based Recommender System: A Survey and New Perspectives
S Zhang, L Yao, A Sun, Y Tay
ACM Computing Surveys, 2017
20072017
Quaternion Knowledge Graph Embeddings
S Zhang, Y Tay, L Yao, Q Liu
Advances in Neural Information Processing Systems (NeurIPS), 2019
2512019
Next Item Recommendation with Self-attentive Metric Learning
S Zhang, Y Tay, L Yao, A Sun
AAAI Workshop RecNLP, 2018
152*2018
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders
S Zhang, L Yao, X Xu
Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017
1482017
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems
L Vinh Tran, Y Tay, S Zhang, G Cong, X Li
ACM WSDM 2020 (Best Paper Award Runner-up), 609-617, 2020
77*2020
Internet of Things meets brain–computer interface: A unified deep learning framework for enabling human-thing cognitive interactivity
X Zhang, L Yao, S Zhang, S Kanhere, M Sheng, Y Liu
IEEE Internet of Things Journal 6 (2), 2084-2092, 2018
652018
NeuRec: On Nonlinear Transformation for Personalized Ranking
S Zhang, L Yao, A Sun, S Wang, G long, M Dong
International Joint Conference on Artificial Intelligence (IJCAI), 2018
592018
Unraveling Metric Vector Spaces with Factorization for Recommendation
S Zhang, L Yao, B Wu, X Xu, X Zhang, L Zhu
IEEE Transactions on Industrial Informatics, 2019
53*2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
Y Tay, A Zhang, LA Tuan, J Rao, S Zhang, S Wang, J Fu, SC Hui
The 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019
452019
Symmetric Metric Learning with Adaptive Margin for Recommendation
M Li, S Zhang, F Zhu, W Qian, L Zang, J Han, S Hu
Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020
292020
Recommendations on the Internet of Things: Requirements, Challenges, and Directions
L Yao, X Wang, QZ Sheng, S Dustdar, S Zhang
IEEE Internet Computing 23 (3), 46-54, 2019
262019
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with Parameters
A Zhang, Y Tay, S Zhang, A Chan, AT Luu, SC Hui, J Fu
ICLR 2021 Oustanding Paper Award, 2021
242021
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
S Zhang, Y Tay, L Yao, B Wu, A Sun
International Joint Conference on Artificial Intelligence (IJCAI) Demo Track, 2019
232019
Quaternion Collaborative Filtering for Recommendation
S Zhang, L Yao, LV Tran, A Zhang, Y Tay
International Joint Conference on Artificial Intelligence (IJCAI), 2019
222019
Holographic Factorization Machines for Recommendation
Y Tay, S Zhang, AT Luu, SC Hui, L Yao, TDQ Vinh
The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019
202019
Know Your Mind: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks
X Zhang, L Yao, X Wang, W Zhang, S Zhang, Y Liu
The 19th IEEE International Conference on Data Mining (ICDM), 2018
18*2018
Degnn: Improving graph neural networks with graph decomposition
X Miao, NM Gürel, W Zhang, Z Han, B Li, W Min, SX Rao, H Ren, Y Shan, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
15*2021
Rating prediction via generative convolutional neural networks based regression
X Ning, L Yao, X Wang, B Benatallah, M Dong, S Zhang
Pattern Recognition Letters, 2018
142018
xFraud: explainable fraud transaction detection
SX Rao, S Zhang, Z Han, Z Zhang, W Min, Z Chen, Y Shan, Y Zhao, ...
Proceedings of the VLDB Endowment, 427-436, 2021
12*2021
Fleetrec: Large-scale recommendation inference on hybrid gpu-fpga clusters
W Jiang, Z He, S Zhang, K Zeng, L Feng, J Zhang, T Liu, Y Li, J Zhou, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
122021
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