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Jun-Wen He

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Preprint Aug 2026

UniSpace: Unified Visual Representation and Scalable Multimodal Modeling

Patch Reparameterization is introduced, which preserves the original semantic pathway while adding a reconstruction-aware patch embedding that provides fine-grained visual information to the same frozen ViT blocks, and preserves multimodal understanding while enabling high-fidelity image reconstruction and a favorable...

Jinbo Yan, Limeng Qiao, Jie Qin et al. · 0 citations
Aug 2026

GraESM-FuseDTA: adaptive gated multimodal fusion of graph neural networks and protein language models for robust drug-target affinity prediction.

Experiments show that GraESM-FuseDTA achieves competitive overall performance and consistent advantages in ranking-oriented and variance-explanation metrics across warm start, drug cold start, target cold start, and strict pair cold start settings.

Jun-Wen He · 0 citations

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