Author

Jianbing Zhang

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Preprint Oct 2026

QProtFuse: Query-Guided Layer Fusion for Retrieval-Augmented Protein Function Prediction

QProtFuse is proposed, which uses queries to adaptively fuse multi-layer protein features and jointly learns protein and annotation retrieval through intra-modal and cross-modal contrastive objectives and demonstrates the value of query-guided fusion and complementary training objectives for exploiting a PLM's internal...

Mian-Zhi Pan, Pei-Shuo Liu, Ya-Wen Ouyang et al. · 0 citations

Jul 2026

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

OSReward is introduced, a realistic, high-quality benchmark that evaluates VLM judges on CUA trajectories, and an open corpus of reasoning-annotated trajectory judgments for the CUA community, to close the gap in reliable CUA reward at scale.

Qiushi Sun, Kanzhi Cheng, Yian Wang et al. · arXiv.org · 1 citation · ⚡1