Deep Learning based Recommender System: A Survey and New Perspectives S Zhang, L Yao, A Sun, Y Tay
ACM Computing Surveys, 2017
1728 2017 Quaternion Knowledge Graph Embeddings S Zhang, Y Tay, L Yao, Q Liu
Advances in Neural Information Processing Systems (NeurIPS), 2019
223 2019 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
142 2017 Next Item Recommendation with Self-attentive Metric Learning S Zhang, Y Tay, L Yao, A Sun
AAAI Workshop RecNLP, 2018
141 * 2018 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
69 * 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
62 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
57 2018 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
46 * 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
44 2019 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
27 2020 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
24 2019 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with A Zhang, Y Tay, S Zhang, A Chan, AT Luu, SC Hui, J Fu
ICLR 2021 Oustanding Paper Award, 2021
23 2021 Quaternion Collaborative Filtering for Recommendation S Zhang, L Yao, LV Tran, A Zhang, Y Tay
International Joint Conference on Artificial Intelligence (IJCAI), 2019
20 2019 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
18 2019 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
17 2019 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
17 * 2018 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
14 2018 MicroRec: efficient recommendation inference 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
10 * 2020 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
9 * 2021 Gradient Boosted Neural Decision Forest M Dong, L Yao, X Wang, B Benatallah, S Zhang, QZ Sheng
IEEE Transactions on Services Computing, 2021
8 * 2021 
Lina YaoScientia Associate Professor, University of New South Wales (UNSW)Потвърден имейл адрес: unsw.edu.au
