| Deep Learning based Recommender System: A Survey and New Perspectives S Zhang, L Yao, A Sun, Y Tay http://arxiv.org/abs/1707.07435, 2017 | 413* | 2017 |
| Unified Collaborative and Content-Based Web Service Recommendation L Yao, QZ Sheng, AHH Ngu, J Yu, A Segev IEEE Transactions on Services Computing 8 (3), 453-466, 2015 | 105 | 2015 |
| Deep learning based recommender system: A survey and new perspectives S Zhang, L Yao, A Sun, Y Tay ACM Computing Surveys (CSUR) 52 (1), 5, 2019 | 93 | 2019 |
| CloudArmor: Supporting reputation-based trust management for cloud services TH Noor, QZ Sheng, L Yao, S Dustdar, AHH Ngu IEEE transactions on parallel and distributed systems 27 (2), 367-380, 2015 | 90 | 2015 |
| Recommending web services via combining collaborative filtering with content-based features L Yao, QZ Sheng, A Segev, J Yu 2013 IEEE 20th International Conference on Web Services, 42-49, 2013 | 89 | 2013 |
| Adversarially Regularized Graph Autoencoder S Pan, R Hu, G Long, J Jiang, L Yao, C Zhang The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), 2018 | 71* | 2018 |
| Context-aware point-of-interest recommendation using tensor factorization with social regularization L Yao, QZ Sheng, Y Qin, X Wang, A Shemshadi, Q He Proceedings of the 38th international ACM SIGIR conference on research and …, 2015 | 61 | 2015 |
| Web-based management of the internet of things L Yao, QZ Sheng, S Dustdar IEEE Internet Computing 19 (4), 60-67, 2015 | 52 | 2015 |
| Diagnosis code assignment using sparsity-based disease correlation embedding S Wang, X Chang, X Li, G Long, L Yao, QZ Sheng IEEE Transactions on Knowledge and Data Engineering 28 (12), 3191-3202, 2016 | 51 | 2016 |
| Things of Interest Recommendation by Leveraging Heterogeneous Relations in the Internet of Things L Yao, QZ Sheng, AHH Ngu, X Li ACM Transactions on Internet Technology 16 (2), 2016 | 49 | 2016 |
| 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 | 46 | 2017 |
| Behavior modeling and automated verification of Web services QZ Sheng, Z Maamar, L Yao, C Szabo, S Bourne Information Sciences 258, 416-433, 2014 | 38 | 2014 |
| Learning from less for better: semi-supervised activity recognition via shared structure discovery L Yao, F Nie, QZ Sheng, T Gu, X Li, S Wang Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016 | 32 | 2016 |
| Learning multiple diagnosis codes for ICU patients with local disease correlation mining S Wang, X Li, L Yao, QZ Sheng, G Long ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 31, 2017 | 31 | 2017 |
| Tagtrack: Device-free localization and tracking using passive rfid tags W Ruan, L Yao, QZ Sheng, NJG Falkner, X Li Proceedings of the 11th international conference on mobile and ubiquitous …, 2014 | 31 | 2014 |
| An integrated bayesian approach for effective multi-truth discovery X Wang, QZ Sheng, XS Fang, L Yao, X Xu, X Li Proceedings of the 24th ACM International on Conference on Information and …, 2015 | 30 | 2015 |
| Compressive representation for device-free activity recognition with passive RFID signal strength L Yao, QZ Sheng, X Li, T Gu, M Tan, X Wang, S Wang, W Ruan IEEE Transactions on Mobile Computing 17 (2), 293-306, 2017 | 29 | 2017 |
| Exploring recommendations in internet of things L Yao, QZ Sheng, AHH Ngu, H Ashman, X Li Proceedings of the 37th international ACM SIGIR conference on Research …, 2014 | 27 | 2014 |
| NeuRec: On Nonlinear Transformation for Personalized Ranking S Zhang, L Yao, A Sun, S Wang, G Long, M Dong The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), 2018 | 24 | 2018 |
| Rf-care: Device-free posture recognition for elderly people using a passive rfid tag array L Yao, Q Sheng, W Ruan, T Gu, X Li, N Falkner, Z Yang EAI, 2015 | 23 | 2015 |
Quan Z. (Michael) ShengFull Professor, Department of Computing, Macquarie University, Sydney, AustraliaVerified email at mq.edu.au
