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Jia-Meng Chen

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#machine learning Preprint May 2026

Learning to Select Source Domains: Proxy-Rewarded Policy Optimization for Molecular OOD Generalization

The results support adaptive source selection as a useful strategy for molecular prediction under strong structural distribution shifts and support adaptive source selection as a useful strategy for molecular prediction under strong structural distribution shifts.

Zhuo-Hao Lin, Kun Li, Jia-Meng Chen et al. · 1 citation

Variational Bayesian Flow Network for Graph Generation

Variational Bayesian Flow Network is proposed, which performs a variational lifting to a tractable joint Gaussian variational belief family governed by structured precisions, and improves fidelity and diversity, and surpasses baseline methods on synthetic and molecular graph datasets.

Yi-Da Xiong, Jia-Meng Chen, Xiuwen Gong et al. · 1 citation

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