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Xiaohan Huang

Affiliations:
  • University of Chinese Academy of Sciences, Beijing, China
  • CNIC, Chinese Academy of Sciences, China


According to our database1, Xiaohan Huang authored at least 5 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning.
[BibTeX]
[DOI]
Weiliang Zhang
,
Xiaohan Huang
,
Yi Du
,
Ziyue Qiao
,
Qingqing Long
,
Zhen Meng
,
Yuanchun Zhou
,
Meng Xiao
CoRR, April, 2025

Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization.
[BibTeX]
[DOI]
Xiaohan Huang
,
Dongjie Wang
,
Zhiyuan Ning
,
Ziyue Qiao
,
Qingqing Long
,
Haowei Zhu
,
Yi Du
,
Min Wu
,
Yuanchun Zhou
,
Meng Xiao
CoRR, April, 2025

Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective.
[BibTeX]
[DOI]
Meng Xiao
,
Weiliang Zhang
,
Xiaohan Huang
,
Hengshu Zhu
,
Min Wu
,
Xiaoli Li
,
Yuanchun Zhou
CoRR, January, 2025

Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies.
[BibTeX]
[DOI]
Tianqi He
,
Xiaohan Huang
,
Yi Du
,
Qingqing Long
,
Ziyue Qiao
,
Min Wu
,
Yanjie Fu
,
Yuanchun Zhou
,
Meng Xiao
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy.
[BibTeX]
[DOI]
Xiaohan Huang
,
Dongjie Wang
,
Zhiyuan Ning
,
Ziyue Qiao
,
Qingqing Long
,
Haowei Zhu
,
Min Wu
,
Yuanchun Zhou
,
Meng Xiao
CoRR, 2024


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