الباحثون

Junke Wang

المنشورات 2

نسخة أولية وصول مفتوح

HADRec: A Hierarchy-Aware Drug Recommendation Framework by Fusing Molecular Knowledge and Electronic Health Record

Junke Wang, Hongshun Ling, Li Zhang وآخرون · 2026

Accurate medication recommendation is central to clinical decision-making, directly determining therapeutic efficacy and patient safety. However, existing methods suffer from two key limitations: drugs are often abstracted as discrete tokens, ignoring their molecular structures and pharmacological mechanisms, and the c …

نسخة أولية وصول مفتوح

EviRover: Reinforcing Agentic Perception Beyond a Glance

Kaixuan Fan, Kaituo Feng, Tianshuo Peng وآخرون · 2026

Visual perception is conventionally formulated as a one-shot prediction from a single glance at the image, under the assumption that the image content and the model's parametric knowledge suffice to resolve the query. This assumption often fails in real-world scenarios that hinge on fine-grained visual details or requi …

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