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Shuai Zhang
Shuai Zhang
Amazon Web Services AI
Verified email at inf.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Deep Learning based Recommender System: A Survey and New Perspectives
S Zhang, L Yao, A Sun, Y Tay
ACM Computing Surveys, 2017
21212017
Quaternion Knowledge Graph Embeddings
S Zhang, Y Tay, L Yao, Q Liu
NeurIPS 2019, 2019
2692019
Next Item Recommendation with Self-attentive Metric Learning
S Zhang, Y Tay, L Yao, A Sun, J An
AAAI Workshop RecNLP 2019, 2018
159*2018
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders
S Zhang, L Yao, X Xu
SIGIR 2017, 2017
1532017
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems
L Vinh Tran, Y Tay, S Zhang, G Cong, X Li
WSDM 2020 (Best Paper Award Runner-up), 609-617, 2020
80*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
712018
NeuRec: On Nonlinear Transformation for Personalized Ranking
S Zhang, L Yao, A Sun, S Wang, G long, M Dong
IJCAI 2018, 2018
602018
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
56*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
ACL 2019, 2019
502019
Symmetric Metric Learning with Adaptive Margin for Recommendation
M Li, S Zhang, F Zhu, W Qian, L Zang, J Han, S Hu
AAAI 2020, 2020
312020
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
282019
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
262021
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
S Zhang, Y Tay, L Yao, B Wu, A Sun
IJCAI 2019 Demo Track, 2019
252019
Quaternion Collaborative Filtering for Recommendation
S Zhang, L Yao, LV Tran, A Zhang, Y Tay
IJCAI 2019, 2019
232019
Holographic Factorization Machines for Recommendation
Y Tay, S Zhang, AT Luu, SC Hui, L Yao, TDQ Vinh
AAAI 2019, 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
ICDM 2019, 2018
20*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, ...
KDD 2021, 1223-1233, 2021
16*2021
xFraud: explainable fraud transaction detection
SX Rao, S Zhang, Z Han, Z Zhang, W Min, Z Chen, Y Shan, Y Zhao, ...
VLDB 2022, 427-436, 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
152018
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, ...
KDD 2021, 3097-3105, 2021
132021
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