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Shixiang Tang

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#artificial intelligence Preprint Oct 2026

Elucidating the Space of Enzymatic Reaction: A Unified Benchmark and Pretrained Model

Existing reaction models primarily learn molecular transformations, whereas enzy- matic reactions depend jointly on molecular structure and catalytic function. We formulate this problem as learning an enzymatic reaction space linking reactants, products, and Enzyme Commission (EC) annotations. To characterize this spac...

Yu-Tong Hu, Tian-Ming Huang, Yan-Bo Zhao et al. · 0 citations
Preprint Aug 2026

DAPD: Dual-Anchored Policy Distillation

DAPD is proposed, a unified framework with two levels of anchoring that significantly alleviates privilege illusion, outperforming OPSD on Qwen3-4B by +2.00 points on average across tasks.

Jian-Yu Wu, Yi-Zhou Wang, Encheng Su et al. · 1 citation

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