InstructMol: Multi-Modal Integration for Building a Versatile and
Reliable Molecular Assistant in Drug Discovery

InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery

27 November 2023

Papers citing "InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery"

17 / 17 papers shown

Title
Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning Xuan Lin Qingrui Liu Hongxin Xiang Daojian Zeng Xiangxiang Zeng 40 1 0 05 May 2025
Language-Enhanced Representation Learning for Single-Cell Transcriptomics Yaorui Shi Jiaqi Yang Sihang Li Junfeng Fang Qing Guo Zhiyuan Liu Yang Zhang Yang Zhang 202 0 0 12 Mar 2025
Bridging Molecular Graphs and Large Language Models Runze Wang Mingqi Yang Yanming Shen 69 0 0 05 Mar 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao M. Yuan 60 1 0 17 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 127 9 0 05 Feb 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
Exploring Hierarchical Molecular Graph Representation in Multimodal LLMs Chengxin Hu Hao Li Yihe Yuan Jing Li Ivor Tsang 46 0 0 07 Nov 2024
Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation Yikun Zhang Geyan Ye Chaohao Yuan Bo Han Long-Kai Huang Jianhua Yao Wei Liu Yu Rong 29 3 0 23 Apr 2024
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 40 56 0 21 Nov 2023
PMC-LLaMA: Towards Building Open-source Language Models for Medicine Chaoyi Wu Weixiong Lin Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie LM&MA AI4MH 98 75 0 27 Apr 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 208 905 0 27 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 287 4,261 0 30 Jan 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 253 1,073 0 05 Oct 2022
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language Bing-Huang Su Dazhao Du Zhao-Qing Yang Yujie Zhou Jiangmeng Li Anyi Rao Haoran Sun Zhiwu Lu Ji-Rong Wen 46 108 0 12 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
Pre-training Molecular Graph Representation with 3D Geometry Shengchao Liu Hanchen Wang Weiyang Liu Joan Lasenby Hongyu Guo Jian Tang 126 302 0 07 Oct 2021
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 222 1,780 0 02 Mar 2017