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cs.AI2026
PharmAgent: Constraint-Aware Search with Frozen Language Models for Molecular Optimization
Nihui Shao, Guanxing Chen, Jilong Shi +6
Molecular optimization must improve target activity and satisfy developability constraints within limited evaluation budgets. Classical methods require tailored rules or training t…
cs.AI2025
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained Reflection
Zongxian Yang, Jiayu Qian, Zegao Peng +4
Large reasoning models excel in domains like mathematics where intermediate reasoning is straightforward to verify, but struggle to self-correct in medicine fields where evaluating…