AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration

By Binqi Chen, Hongjun Ding, Ning Shen, Taian Guo, Jinsheng Huang, Luchen Liu, Ming Zhang

Published 2026-05-19

Everscope rating

1696.3

Relevance to quantitative trading

10 / 10

Implementation complexity

7 / 10

Reproducibility

4 / 5

About this paper

Methodology: AlphaSAGE. Problem types: Generative Modeling, Portfolio Optimization, Reinforcement Learning, Graph Learning, Optimization, Structured Prediction, Sequence-to-Sequence Learning.

arXiv:2509.25055 · Code · Paper rankings

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