| Hydra: Large-scale social identity linkage via heterogeneous behavior modeling S Liu, S Wang, F Zhu, J Zhang, R Krishnan Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 322 | 2014 |
| Towards mobility-based clustering S Liu, Y Liu, LM Ni, J Fan, M Li Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 231 | 2010 |
| Spatio-temporal analysis of passenger travel patterns in massive smart card data J Zhao, Q Qu, F Zhang, C Xu, S Liu IEEE Transactions on Intelligent Transportation Systems 18 (11), 3135-3146, 2017 | 199 | 2017 |
| Mobile targeting using customer trajectory patterns A Ghose, B Li, S Liu Management Science 65 (11), 5027-5049, 2019 | 166 | 2019 |
| Visual analysis of route diversity H Liu, Y Gao, L Lu, S Liu, H Qu, L Ni 2011 IEEE Conference on Visual Analytics Science and Technology (VAST), 171 …, 2011 | 160 | 2011 |
| Urban human mobility data mining: An overview K Zhao, S Tarkoma, S Liu, H Vo 2016 IEEE International Conference on Big Data (Big Data), 1911-1920, 2016 | 140 | 2016 |
| Fraud detection from taxis' driving behaviors S Liu, LM Ni, R Krishnan IEEE Transactions on Vehicular Technology 63 (1), 464-472, 2013 | 97 | 2013 |
| VAIT: A visual analytics system for metropolitan transportation S Liu, J Pu, Q Luo, H Qu, LM Ni, R Krishnan IEEE Transactions on Intelligent Transportation Systems 14 (4), 1586-1596, 2013 | 96 | 2013 |
| T-watcher: A new visual analytic system for effective traffic surveillance J Pu, S Liu, Y Ding, H Qu, L Ni 2013 IEEE 14th International Conference on Mobile Data Management 1, 127-136, 2013 | 93 | 2013 |
| UDB: Using directional beacons for localization in underwater sensor networks H Luo, Y Zhao, Z Guo, S Liu, P Chen, LM Ni 2008 14th IEEE International Conference on Parallel and Distributed Systems …, 2008 | 93 | 2008 |
| Robust bayesian inverse reinforcement learning with sparse behavior noise J Zheng, S Liu, LM Ni Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014 | 85 | 2014 |
| Hunts: A trajectory recommendation system for effective and efficient hunting of taxi passengers Y Ding, S Liu, J Pu, LM Ni 2013 IEEE 14th International Conference on Mobile Data Management 1, 107-116, 2013 | 69 | 2013 |
| Bitcoin price forecasting: A perspective of underlying blockchain transactions H Guo, D Zhang, S Liu, L Wang, Y Ding Decision Support Systems 151, 113650, 2021 | 68 | 2021 |
| Bitextract: Interactive visualization for extracting bitcoin exchange intelligence X Yue, X Shu, X Zhu, X Du, Z Yu, D Papadopoulos, S Liu IEEE transactions on visualization and computer graphics 25 (1), 162-171, 2018 | 68 | 2018 |
| Interestingness-driven diffusion process summarization in dynamic networks Q Qu, S Liu, CS Jensen, F Zhu, C Faloutsos Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 64 | 2014 |
| TODMIS: Mining communities from trajectories S Liu, S Wang, K Jayarajah, A Misra, R Krishnan Proceedings of the 22nd ACM international conference on Information …, 2013 | 64 | 2013 |
| Structured Learning from Heterogeneous Behavior for Social Identity Linkage S Liu, S Wang, F Zhu IEEE Transactions on Knowledge and Data Engineering, 2015 | 61 | 2015 |
| A hierarchical 3D-motion learning framework for animal spontaneous behavior mapping K Huang, Y Han, K Chen, H Pan, G Zhao, W Yi, X Li, S Liu, P Wei, L Wang Nature communications 12 (1), 2784, 2021 | 54 | 2021 |
| SMC: A practical schema for privacy-preserved data sharing over distributed data streams S Liu, Q Qu, L Chen, LM Ni IEEE Transactions on Big Data 1 (2), 68-81, 2015 | 54 | 2015 |
| Trajectory community discovery and recommendation by multi-source diffusion modeling S Liu, S Wang IEEE Transactions on Knowledge and Data Engineering 29 (4), 898-911, 2016 | 53 | 2016 |
Lionel NiChair Professor of Data Science and Analytics, HKUST(Guangzhou)Verified email at ust.hk
