| Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams P Wang, K Liu, L Jiang, X Li, Y Fu Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 50 | 2020 |
| Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning K Liu, Y Fu, P Wang, L Wu, R Bo, X Li Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 38 | 2019 |
| AutoFS: Automated feature selection via diversity-aware interactive reinforcement learning W Fan, K Liu, H Liu, P Wang, Y Ge, Y Fu 2020 IEEE International Conference on Data Mining (ICDM), 1008-1013, 2020 | 28 | 2020 |
| Multi-level recommendation reasoning over knowledge graphs with reinforcement learning X Wang, K Liu, D Wang, L Wu, Y Fu, X Xie Proceedings of the ACM Web Conference 2022, 2098-2108, 2022 | 25 | 2022 |
| Reinforced imitative graph representation learning for mobile user profiling: An adversarial training perspective D Wang, P Wang, K Liu, Y Zhou, CE Hughes, Y Fu Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4410-4417, 2021 | 25 | 2021 |
| Exploiting Mutual Information for Substructure-aware Graph Representation Learning P Wang, Y Fu, Y Zhou, K Liu, X Li, KA Hua IJCAI, 3415-3421, 2020 | 24 | 2020 |
| Automated feature selection: A reinforcement learning perspective K Liu, Y Fu, L Wu, X Li, C Aggarwal, H Xiong IEEE Transactions on Knowledge and Data Engineering, 2021 | 21 | 2021 |
| Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts for Destination Prediction K Liu, P Wang, J Zhang, Y Fu, SK Das Proceedings of the 2018 SIAM International Conference on Data Mining, 171-179, 2018 | 19 | 2018 |
| Simplifying reinforced feature selection via restructured choice strategy of single agent X Zhao, K Liu, W Fan, L Jiang, X Zhao, M Yin, Y Fu 2020 IEEE International conference on data mining (ICDM), 871-880, 2020 | 15 | 2020 |
| Measuring urban vibrancy of residential communities using big crowdsourced geotagged data P Wang, K Liu, D Wang, Y Fu Frontiers in big Data 4, 690970, 2021 | 14 | 2021 |
| Healthcare Utilization and Costs after Receiving a Positive BRCA1/2 Result from a Genomic Screening Program J Hao, D Hassen, K Manickam, MF Murray, DN Hartzel, Y Hu, K Liu, ... Journal of Personalized Medicine 10 (1), 7, 2020 | 14 | 2020 |
| Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop W Fan, K Liu, H Liu, Y Ge, H Xiong, Y Fu IEEE Transactions on Knowledge and Data Engineering, 2021 | 9 | 2021 |
| Ambulance dispatch via deep reinforcement learning K Liu, X Li, CC Zou, H Huang, Y Fu Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 8 | 2020 |
| Privacy-Preserving Multi-Task Learning K Liu, N Uplavikar, W Jiang, Y Fu 2018 IEEE International Conference on Data Mining (ICDM), 1128-1133, 2018 | 7 | 2018 |
| Automated urban planning for reimagining city configuration via adversarial learning: quantification, generation, and evaluation D Wang, Y Fu, K Liu, F Chen, P Wang, CT Lu ACM Transactions on Spatial Algorithms and Systems 9 (1), 1-24, 2023 | 6 | 2023 |
| Eduhawkes: A neural hawkes process approach for online study behavior modeling L Jiang, P Wang, K Cheng, K Liu, M Yin, B Jin, Y Fu Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 6 | 2021 |
| Reinforced imitative graph learning for mobile user profiling D Wang, P Wang, Y Fu, K Liu, H Xiong, CE Hughes IEEE Transactions on Knowledge and Data Engineering, 2023 | 5 | 2023 |
| Fair graph auto-encoder for unbiased graph representations with wasserstein distance W Fan, K Liu, R Xie, H Liu, H Xiong, Y Fu 2021 IEEE International Conference on Data Mining (ICDM), 1054-1059, 2021 | 5 | 2021 |
| Deep human-guided conditional variational generative modeling for automated urban planning D Wang, K Liu, P Johnson, L Sun, B Du, Y Fu 2021 IEEE international conference on data mining (ICDM), 679-688, 2021 | 5 | 2021 |
| Efficient reinforced feature selection via early stopping traverse strategy K Liu, P Wang, D Wang, W Du, DO Wu, Y Fu 2021 IEEE International Conference on Data Mining (ICDM), 399-408, 2021 | 5 | 2021 |
Yanjie FuAssistant Professor, University of Central FloridaVerified email at ucf.edu
