Author

Jingyuan Li

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Jul 2026

DARMN: Domain-Aware Residual Feature Modulation Network for Multidomain Protein Dynamic Inter-Residue Contact Prediction.

The Domain-Aware Residual Feature Modulation Network (DARMN), a deep learning framework for dynamic inter-residue contact prediction in MDP outperforms existing dynamic contact prediction and conformational ensemble prediction models, especially in long-distance contact identification, and generalizes well to unseen MD...

Jing Xiao, Wei-Bu Wang, Yi-Bo Ma et al. · Journal of Chemical Theory a... · 0 citations

Jul 2026

Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy

A 170M-parameter M2S model trained on about 262B OpenWebText token slots outperforms the evaluated pure-uniform SEDD, GIDD, and Neural CTMC checkpoints at every tested sampling budget, reaching generative PPL $143.3$ at 128 steps versus $183.6$ for the strongest pure-uniform baseline.

Jing-Yuan Li, Xiaoyi Jiang, Yi-Xuan Jiang et al. · arXiv.org · 1 citation