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Kunpeng Liu
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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
772022
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
732020
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
592019
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
522021
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
452020
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
322021
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
312021
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
272020
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
222020
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
212018
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
202020
Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective
W Ren, L Wang, K Liu, R Guo, LE Peng, Y Fu
2022 IEEE International Conference on Data Mining (ICDM), 438-447, 2022
192022
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
192020
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
172021
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
162021
Traceable Automatic Feature Transformation via Cascading Actor-critic Agents
M Xiao, D Wang, M Wu, Z Qiao, P Wang, K Liu, Y Zhou, Y Fu
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
152023
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction
D Wang, Y Fu, K Liu, X Li, Y Solihin
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
152022
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
132021
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
122021
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
112021
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