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Shirui Pan — most-cited papers & profile · AI for Science
← authors
·
overview
Shirui Pan
65
papers ·
4486
citations ·
70
h-index
Griffith University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
2024 · 14 citations
Large Language Models for Scientific Synthesis, Inference and Explanation
2023 · 12 citations
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models
2024 · 11 citations
DrugPilot: LLM-based Parameterized Reasoning Agent for Drug Discovery
2025 · 3 citations
A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction
2024 · 1 citations
$\textM^2$LLM: Multi-view Molecular Representation Learning with Large Language Models
2025
Knowledge-aware contrastive heterogeneous molecular graph learning
2025
Top co-authors
Huan Yee Koh
· 3
Yizhen Zheng
· 3
Geoffrey I. Webb
· 2
Jia Wu
· 2
Jiaxin Ju
· 2
Lauren T. May
· 2
Wenbin Hu
· 2
Xiuwen Gong
· 2
Anh T.N. Nguyen
· 1
Bo Du
· 1
Bo Du
· 1
Can Wang
· 1
Topics
Drug Discovery
Chemistry
Medical AI
Materials
Protein Science