Huang, Xiaohan
- Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization
2025/04/24 by Xiaohan Huang, Dongjie Wang, Huang, Xiaohan +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy
2024/06/11 by Huang, Xiaohan, Wang, Dongjie, Ning, Zhiyuan +6 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective
2025/01/02 by Meng Xiao, Xiao, Meng, Weiliang Zhang +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics