Shuai Zhang
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
11462017
Quaternion Knowledge Graph Embeddings
S Zhang, Y Tay, L Yao, Q Liu
Advances in Neural Information Processing Systems (NeurIPS), 2019
1232019
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
1112017
Next Item Recommendation with Self-attentive Metric Learning
S Zhang, Y Tay, L Yao, A Sun
AAAI Workshop RecNLP, 2018
94*2018
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
512018
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
40*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
392018
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
28*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
262019
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
15*2020
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
132019
Quaternion Collaborative Filtering for Recommendation
S Zhang, L Yao, LV Tran, A Zhang, Y Tay
International Joint Conference on Artificial Intelligence (IJCAI), 2019
122019
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
12*2018
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
112019
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
102018
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
82019
MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions
W Jiang, Z He, S Zhang, TB Preußer, K Zeng, L Feng, J Zhang, T Liu, Y Li, ...
MLSys 2021, 2020
4*2020
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
32021
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, ...
27th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021), 2021
22021
Ease. ML: A Lifecycle Management System for Machine Learning
L Aguilar Melgar, D Dao, S Gan, NM Gürel, N Hollenstein, J Jiang, ...
11th Annual Conference on Innovative Data Systems Research (CIDR 2021)(virtual), 2021
22021
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