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20232026
most citedEnhancing Solutions for Complex PDEs: Introducing Complementary Convolution and Equivariant Attention in Fourier Neural Operators

2 citations · 3 across the 4 of their papers we have counts for

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cs.LG2026

S3C-LLM: Skill-Code Guided Agentic Language Models for Spectrum-to-Structure Elucidation

Xuanle Zhao, Xinyuan Cai, Xiang Cheng +1

Spectroscopic structure elucidation is central to molecular analysis, but recent Large Language Model (LLM)-based methods mostly formulate it as direct spectrum-to-SMILES generatio…

cs.CL2026

ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding

Xuanle Zhao, Xinyuan Cai, Xiang Cheng +2

While Vision-Language Models (VLMs) have demonstrated significant potential in chemical visual understanding, current models are predominantly optimized for direct visual question-…