Xiaohan Huang
Orcid: 0009-0008-2066-2905Affiliations:
- University of Chinese Academy of Sciences, Beijing, China
- CNIC, Chinese Academy of Sciences, China
According to our database1,
Xiaohan Huang authored at least 8 papers
between 2024 and 2026.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2026
From Snapshots to Trajectories: Learning Single-Cell Gene Expression Dynamics via Conditional Flow Matching.
CoRR, May, 2026
SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding.
CoRR, January, 2026
2025
Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning.
CoRR, April, 2025
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization.
CoRR, April, 2025
Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective.
CoRR, January, 2025
Knowledge-Guided Gene Panel Selection for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective.
IEEE Trans. Comput. Biol. Bioinform., 2025
Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025
2024
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy.
CoRR, 2024