Author

Yi Yang

2 papers indexed here

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Preprint Oct 2026

Beyond the Transcriptome: Chromatin-Informed Prediction of Cell-State-Dependent Perturbation Responses

ChromaPert is proposed, a chromatin-informed framework for predicting state-dependent perturbation responses that combines molecular and DNA-informed locus priors with paired control RNA--ATAC features to jointly represent target identity and measured cellular context.

Jia-Fa Ruan, Chen-Yan He, Rui-Jie Quan et al. · 0 citations

Preprint Aug 2026

LayerRecall: A State-Conditioned Memory Router for Long-Horizon Consistency in Video Generation

This work introduces LayerRecall, a current-conditioned, layer-selective memory router that retrieves relevant historical K/V states and injects them only into backbone-specific memory-sensitive layers while preserving local attention elsewhere, and proposes Cross-Horizon Prediction Matching (CHPM), which uses a privil...

Yixuan Ding, Jia-Hao Kong, Wei Huang et al. · 2 citations · ⚡2