| 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 |
| 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 |
| DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting W Fan, S Zheng, X Yi, W Cao, Y Fu, J Bian, TY Liu International Conference on Learning Representations (ICLR), 2022 | 9 | 2022 |
| 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 (TKDE), 2021 | 9 | 2021 |
| 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 |
| AutoGFS: Automated group-based feature selection via interactive reinforcement learning W Fan, K Liu, H Liu, A Hariri, D Dou, Y Fu Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 5 | 2021 |
| TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction Y Li, W Fan, C Liu, C Lin, J Qian Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 4 | 2022 |
| Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting W Fan, P Wang, D Wang, D Wang, Y Zhou, Y Fu The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023 | 1 | 2023 |
| Graph Soft-Contrastive Learning via Neighborhood Ranking Z Ning, P Wang, P Wang, Z Qiao, W Fan, D Zhang, Y Du, Y Zhou arXiv preprint arXiv:2209.13964, 2022 | 1 | 2022 |
| Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations D Wang, W Fan, P Wang, P Wang, D Wang, D Zhang, Y Fu arXiv preprint arXiv:2212.12932, 2022 | | 2022 |
| Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation J Ming, L Zhang, W Fan, W Zhang, Y Mei, W Ling, H Xiong 2022 IEEE International Conference on Data Mining (ICDM), 348-357, 2022 | | 2022 |
| Feature and Instance Joint Selection: A Reinforcement Learning Perspective W Fan, K Liu, H Liu, H Zhu, H Xiong, Y Fu IJCAI, 2016-2022, 2022 | | 2022 |
Yanjie FuAssistant Professor, University of Central FloridaVerified email at ucf.edu
