Kunpeng Liu
Kunpeng Liu
Verified email at Knights.ucf.edu
Title
Cited by
Cited by
Year
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
102019
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
72020
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
72018
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning
W Fan, K Liu, H Liu, P Wang, Y Ge, Y Fu
arXiv preprint arXiv:2008.12001, 2020
62020
Exploiting mutual information for substructure-aware graph representation learning
P Wang, Y Fu, Y Zhou, K Liu, X Li, K Hua
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
52020
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
arXiv preprint arXiv:2009.09230, 2020
32020
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop
W Fan, K Liu, H Liu, Y Ge, H Xiong, Y Fu
arXiv preprint arXiv:2010.02506, 2020
22020
Privacy-Preserving Multi-Task Learning
K Liu, N Uplavikar, W Jiang, Y Fu
2018 IEEE International Conference on Data Mining (ICDM), 1128-1133, 2018
22018
How Unbalanced Are Bicycle Dynamics? Demand-Supply Shortage Detection with Spatiotemporal Tensor Factorization in Station-Less Bike Systems
DK Chandra, K Liu, Y Fu
22018
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
12020
Measuring Urban Vibrancy of Residential Communities using Big Crowdsourced Geotagged Data
P Wang, K Liu, D Wang, Y Fu
Frontiers in Big Data 4, 34, 2021
2021
Multi-Armed Bandit Based Feature Selection
K Liu, H Huang, W Zhang, A Hariri, Y Fu, K Hua
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
2021
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
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
2021
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
D Wang, P Wang, K Liu, Y Zhou, C Hughes, Y Fu
arXiv preprint arXiv:2101.02634, 2021
2021
Modeling the Effects of Individual and Group Heterogeneity on Multi-Aspect Rating Behavior
L Kunpeng, Z Xiaosa, H Yirui, F Yanjie
Frontiers of Data and Computing 2 (2), 59-77, 2020
2020
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