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cs.CL2026
Localize, Then Reason: Visual Latent Structural Reasoning for Molecular Properties and Edits
Xingqiao Lin, Junmei Wang, Haocheng Tang
Local chemical perception and property reasoning are both essential for understanding how molecular structure determines properties. Current LLM-based chemical reasoning methods ei…
cs.LG2026
Learning Mechanistic Reasoning for Chemical Reactions with Large Language Models
Xingyu Dang, Haocheng Tang, Junmei Wang +1
Reaction mechanisms consist of the step-by-step sequences of elementary reactions that explain chemical transformations. Learning the mechanism logic is therefore essential for enh…
cs.CV2026★ 1 cited
Fine-tuning DeepSeek-OCR-2 for Molecular Structure Recognition
Haocheng Tang, Xingyu Dang, Junmei Wang
Optical Chemical Structure Recognition (OCSR) is critical for converting 2D molecular diagrams from printed literature into machine-readable formats. While Vision-Language Models h…