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Sung Ju Hwang

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Open access Oct 2026

Predicting conformational changes induced by biomolecular interactions

Biomolecular interactions trigger structural changes of protein complexes essential for cellular signaling, regulation, and drug action [1–4]. Modern co-folding models can now generate detailed structures of multi-component complexes directly from sequence [5–9]. However, recent evaluations reveal that they frequently...

Yeongnam Bae, Jinheon Baek, Eugene Choi et al. · 0 citations
#artificial intelligence Open access Sep 2026

Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts

Layer-wise Distribution Alignment (LDA), a lightweight inference-time correction that uses layer-wise calibration statistics to align reduced-routing representations with the default configuration, is proposed, recovering much of the performance lost induced by the distributional shift under reduced routing while prese...

Dohyeon Kim, Bedionita Soro, Sung Ju Hwang · 1 citation

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