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Yuanchun Zhou

Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization

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Apr 24, 2025
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Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning

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Apr 24, 2025
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FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies

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Mar 26, 2025
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Deep Cut-informed Graph Embedding and Clustering

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Mar 09, 2025
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Diversity-Oriented Data Augmentation with Large Language Models

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Feb 17, 2025
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Knowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training

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Jan 25, 2025
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Comprehensive Metapath-based Heterogeneous Graph Transformer for Gene-Disease Association Prediction

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Jan 14, 2025
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Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective

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Jan 02, 2025
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scReader: Prompting Large Language Models to Interpret scRNA-seq Data

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Dec 24, 2024
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GeneSUM: Large Language Model-based Gene Summary Extraction

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Dec 24, 2024
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