DrugLLM: Open Large Language Model for Few-shot Molecule Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Xianggen, Guo, Yan, Li, Haoran, Liu, Jin, Huang, Shudong, Ke, Bowen, Lv, Jiancheng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
How Creative Are Large Language Models in Generating Molecules?
by: Tao, Wen, et al.
Published: (2026)
by: Tao, Wen, et al.
Published: (2026)
Pushing the boundaries of Structure-Based Drug Design through Collaboration with Large Language Models
by: Gao, Bowen, et al.
Published: (2025)
by: Gao, Bowen, et al.
Published: (2025)
DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization
by: Liu, Xuefeng, et al.
Published: (2025)
by: Liu, Xuefeng, et al.
Published: (2025)
Large Language Model Agent for Modular Task Execution in Drug Discovery
by: Ock, Janghoon, et al.
Published: (2025)
by: Ock, Janghoon, et al.
Published: (2025)
Can Large Language Models Understand Molecules?
by: Sadeghi, Shaghayegh, et al.
Published: (2024)
by: Sadeghi, Shaghayegh, et al.
Published: (2024)
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
by: Lu, Xingyu, et al.
Published: (2024)
by: Lu, Xingyu, et al.
Published: (2024)
Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule
by: Xiao, Yi, et al.
Published: (2024)
by: Xiao, Yi, et al.
Published: (2024)
Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization
by: Dey, Vishal, et al.
Published: (2025)
by: Dey, Vishal, et al.
Published: (2025)
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation
by: Wang, Ziyan, et al.
Published: (2025)
by: Wang, Ziyan, et al.
Published: (2025)
Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models
by: Fu, Cong, et al.
Published: (2024)
by: Fu, Cong, et al.
Published: (2024)
ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization
by: Liu, Xuefeng, et al.
Published: (2025)
by: Liu, Xuefeng, et al.
Published: (2025)
Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets
by: Sob, Ulrich A. Mbou, et al.
Published: (2024)
by: Sob, Ulrich A. Mbou, et al.
Published: (2024)
Text-Guided Molecule Generation with Diffusion Language Model
by: Gong, Haisong, et al.
Published: (2024)
by: Gong, Haisong, et al.
Published: (2024)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text
by: Liu, Pengfei, et al.
Published: (2023)
by: Liu, Pengfei, et al.
Published: (2023)
Computational Protein Science in the Era of Large Language Models (LLMs)
by: Fan, Wenqi, et al.
Published: (2025)
by: Fan, Wenqi, et al.
Published: (2025)
MD-LLM-1: A Large Language Model for Molecular Dynamics
by: Murtada, Mhd Hussein, et al.
Published: (2025)
by: Murtada, Mhd Hussein, et al.
Published: (2025)
Benchmarking Large Language Models for Molecule Prediction Tasks
by: Zhong, Zhiqiang, et al.
Published: (2024)
by: Zhong, Zhiqiang, et al.
Published: (2024)
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design
by: Srinivas, Sakhinana Sagar, et al.
Published: (2024)
by: Srinivas, Sakhinana Sagar, et al.
Published: (2024)
Phenotypic Profile-Informed Generation of Drug-Like Molecules via Dual-Channel Variational Autoencoders
by: Liu, Hui, et al.
Published: (2025)
by: Liu, Hui, et al.
Published: (2025)
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction
by: Abdullahi, Tassallah, et al.
Published: (2025)
by: Abdullahi, Tassallah, et al.
Published: (2025)
PharmAgents: Building a Virtual Pharma with Large Language Model Agents
by: Gao, Bowen, et al.
Published: (2025)
by: Gao, Bowen, et al.
Published: (2025)
STELLA: Self-Evolving LLM Agent for Biomedical Research
by: Jin, Ruofan, et al.
Published: (2025)
by: Jin, Ruofan, et al.
Published: (2025)
Bridging the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation with a Unified Model
by: Qiang, Bo, et al.
Published: (2023)
by: Qiang, Bo, et al.
Published: (2023)
A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method
by: Cai, Feiyang, et al.
Published: (2026)
by: Cai, Feiyang, et al.
Published: (2026)
Conditioned Generative Modeling of Molecular Glues: A Realistic AI Approach for Synthesizable Drug-like Molecules
by: Islam, Naeyma N., et al.
Published: (2026)
by: Islam, Naeyma N., et al.
Published: (2026)
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction
by: He, Yinhan, et al.
Published: (2024)
by: He, Yinhan, et al.
Published: (2024)
UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
by: Kong, Xiangzhe, et al.
Published: (2025)
by: Kong, Xiangzhe, et al.
Published: (2025)
Few-shot Protein Fitness Prediction via In-context Learning and Test-time Training
by: Teufel, Felix, et al.
Published: (2025)
by: Teufel, Felix, et al.
Published: (2025)
FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
by: Zhang, Zaixi, et al.
Published: (2024)
by: Zhang, Zaixi, et al.
Published: (2024)
When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings
by: Wasi, Azmine Toushik, et al.
Published: (2024)
by: Wasi, Azmine Toushik, et al.
Published: (2024)
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training
by: Zhuo, Le, et al.
Published: (2024)
by: Zhuo, Le, et al.
Published: (2024)
L+M-24: Building a Dataset for Language + Molecules @ ACL 2024
by: Edwards, Carl, et al.
Published: (2024)
by: Edwards, Carl, et al.
Published: (2024)
Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs
by: Wu, Wei, et al.
Published: (2024)
by: Wu, Wei, et al.
Published: (2024)
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval
by: Min, Zijun, et al.
Published: (2024)
by: Min, Zijun, et al.
Published: (2024)
LipidBERT: A Lipid Language Model Pre-trained on METiS de novo Lipid Library
by: Yu, Tianhao, et al.
Published: (2024)
by: Yu, Tianhao, et al.
Published: (2024)
ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models
by: Huang, Yuqing, et al.
Published: (2024)
by: Huang, Yuqing, et al.
Published: (2024)
Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
by: Liu, Songtao, et al.
Published: (2024)
by: Liu, Songtao, et al.
Published: (2024)
MolPIF: A Parameter Interpolation Flow Model for Molecule Generation
by: Jin, Yaowei, et al.
Published: (2025)
by: Jin, Yaowei, et al.
Published: (2025)
3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation
by: Zhu, Huaisheng, et al.
Published: (2024)
by: Zhu, Huaisheng, et al.
Published: (2024)
Improving Targeted Molecule Generation through Language Model Fine-Tuning Via Reinforcement Learning
by: Ahmed, Salma J., et al.
Published: (2024)
by: Ahmed, Salma J., et al.
Published: (2024)
Similar Items
-
How Creative Are Large Language Models in Generating Molecules?
by: Tao, Wen, et al.
Published: (2026) -
Pushing the boundaries of Structure-Based Drug Design through Collaboration with Large Language Models
by: Gao, Bowen, et al.
Published: (2025) -
DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization
by: Liu, Xuefeng, et al.
Published: (2025) -
Large Language Model Agent for Modular Task Execution in Drug Discovery
by: Ock, Janghoon, et al.
Published: (2025) -
Can Large Language Models Understand Molecules?
by: Sadeghi, Shaghayegh, et al.
Published: (2024)