A comprehensive survey of graph embedding: Problems, techniques, and applications H Cai, VW Zheng, KCC Chang IEEE transactions on knowledge and data engineering 30 (9), 1616-1637, 2018 | 2182 | 2018 |
Collaborative location and activity recommendations with gps history data VW Zheng, Y Zheng, X Xie, Q Yang Proceedings of the 19th international conference on World wide web, 1029-1038, 2010 | 891 | 2010 |
Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs D Yang, D Zhang, VW Zheng, Z Yu IEEE Transactions on Systems, Man, and Cybernetics: Systems 45 (1), 129 - 142, 2014 | 708 | 2014 |
A survey of zero-shot learning: Settings, methods, and applications W Wang, VW Zheng, H Yu, C Miao ACM Transactions on Intelligent Systems and Technology (TIST) 10 (2), 1-37, 2019 | 646 | 2019 |
Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach VW Zheng, B Cao, Y Zheng, X Xie, Q Yang Twenty-Fourth Conference on Artificial Intelligence, 236-241, 2010 | 474 | 2010 |
Learning Community Embedding with Community Detection and Node Embedding on Graphs S Cavallari, VW Zheng, H Cai, KCC Chang, E Cambria The 26th ACM International Conference on Information and Knowledge …, 2017 | 421 | 2017 |
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation VW Zheng, Y Zheng, X Xie, Q Yang Artificial Intelligence 184, 17-37, 2012 | 258 | 2012 |
Knowedu: A system to construct knowledge graph for education P Chen, Y Lu, VW Zheng, X Chen, B Yang Ieee Access 6, 31553-31563, 2018 | 234 | 2018 |
Prerequisite-driven deep knowledge tracing P Chen, Y Lu, VW Zheng, Y Pian 2018 IEEE international conference on data mining (ICDM), 39-48, 2018 | 179 | 2018 |
Federated recommendation systems L Yang, B Tan, VW Zheng, K Chen, Q Yang Federated Learning: Privacy and Incentive, 225-239, 2020 | 176 | 2020 |
Topological Recurrent Neural Network for Diffusion Prediction J Wang, VW Zheng, Z Liu, KCC Chang Proceedings of The IEEE International Conference on Data Mining (ICDM), 2017 | 170 | 2017 |
Transfer learning for wifi-based indoor localization SJ Pan, VW Zheng, Q Yang, DH Hu Proceedings of AAAI 2008 Workshop Transfer Learning for Complex Task, 2008 | 162 | 2008 |
Estimating Location Using Wi-Fi. Q Yang, SJ Pan, VW Zheng IEEE Intell. Syst. 23 (1), 8-13, 2008 | 148 | 2008 |
Deep transfer learning for cross-domain activity recognition J Wang, VW Zheng, Y Chen, M Huang proceedings of the 3rd International Conference on Crowd Science and …, 2018 | 147 | 2018 |
Cross-domain activity recognition VW Zheng, DH Hu, Q Yang Proceedings of the 11th international conference on Ubiquitous computing, 61-70, 2009 | 122 | 2009 |
Semantic Proximity Search on Graphs with Metagraph-based Learning Y Fang, W Lin, VW Zheng, M Wu, KCC Chang, XL Li IEEE 32nd International Conference on Data Engineering (ICDE), 2016 | 121 | 2016 |
Transferring Multi-device Localization Models using Latent Multi-task Learning. VW Zheng, SJ Pan, Q Yang, JJ Pan Twenty-Third Conference on Artificial Intelligence (AAAI), 1427-1432, 2008 | 121 | 2008 |
Cross-domain activity recognition via transfer learning DH Hu, VW Zheng, Q Yang Pervasive and Mobile Computing, 2010 | 113 | 2010 |
Real world activity recognition with multiple goals D Hao Hu, SJ Pan, VW Zheng, NN Liu, Q Yang Proceedings of the 10th international conference on Ubiquitous computing, 30-39, 2008 | 108 | 2008 |
CEPR: A Collaborative Exploration and Periodically Returning Model for Location Prediction D Lian, X Xie, VW Zheng, NJ Yuan, F Zhang, E Chen ACM Transactions on Intelligent Systems and Technology (TIST) 6 (1), 2015 | 103 | 2015 |