CRIPAC-DIG / tgm-dlm
Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model
☆23Updated 7 months ago
Alternatives and similar repositories for tgm-dlm:
Users that are interested in tgm-dlm are comparing it to the libraries listed below
- Official implementation for Learning Invariant Molecular Representation in Latent Discrete Space (NeurIPS 2023)☆21Updated last year
- InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery (COLING 2025)☆45Updated 3 months ago
- Part of official implementation of "Natural language-informed learning of molecule graphs"☆16Updated last year
- Official Implementation (Pytorch) of the "LLaMo: Large Language Model-based Molecular Graph Assistant", NeurIPS 2024☆28Updated last month
- The PyTorch implementation of MoMu, described in "Natural Language-informed Modeling of Molecule Graphs".☆25Updated last year
- Repository for Text2Mol: Cross-Modal Molecular Retrieval with Natural Language Queries☆44Updated this week
- [EMNLP 2023] ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction.☆19Updated last year
- Code implementation for paper "Can Large Language Models Empower Molecular Property Prediction?"☆38Updated last year
- Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model☆18Updated 7 months ago
- A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining, ICML'23☆32Updated 11 months ago
- ☆28Updated 8 months ago
- [ICML 2024] Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation☆23Updated 6 months ago
- ☆42Updated 11 months ago
- [NeurIPS 2023] "Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules"☆34Updated last year
- ☆13Updated 2 years ago
- ☆49Updated 9 months ago
- Llamole: Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning☆15Updated 5 months ago
- [ACL 2024] ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining. by Zhiyuan Liu*, Yaoru…☆17Updated 6 months ago
- ☆21Updated 2 years ago
- This repository contains information on the creation, evaluation, and benchmark models for the L+M-24 Dataset. L+M-24 will be featured as…☆27Updated last month
- Implementation of GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation (ICLR2024 Spotlight).☆16Updated 11 months ago
- The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning☆59Updated last year
- [CIKM2024] The official implementation of "MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction"☆19Updated 4 months ago
- Code and data for the ACL2024 paper "InstructProtein: Aligning Human and Protein Language via Knowledge Instruction".☆17Updated 6 months ago
- [NeurIPS 2024] The implementation for the paper "Geometric Trajectory Diffusion Models".☆23Updated last month
- The code for "Graph Diffusion Transformer for Multi-Conditional Molecular Generation"☆53Updated last month
- A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text☆28Updated 11 months ago
- Implementation of Fragment-based Pretraining and Finetuning on Molecular Graphs (NeurIPS 2023)☆19Updated 9 months ago
- NeurIPS24: Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization☆24Updated 4 months ago