Author

Bingsen Xue

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#artificial intelligence Preprint Aug 2026

DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology

DoGMA demonstrates that domain-specific inductive biases can improve the robustness and transferability of multi-omics foundation models, offering new insights into the design of attention mechanisms for multi-omics representation learning.

Junfei Ling, Bangzheng Pu, Bing-Sen Xue et al. · 0 citations

Preprint Aug 2026

Multi-Agent Closed-Loop Reasoning for Organic Structure Elucidation from Multimodal Spectra

MACROS establishes a scalable foundation for fully automated structure elucidation, and catalyzes accelerated molecular discovery toward autonomous laboratories, and augments chemists via collaboration to deliver sixfold faster, 40% more accurate elucidation.

Bing-Sen Xue, Zhuo-Jun Jiang, Jian-Hao Zhang et al. · 0 citations