FanmengWang / WGFormerLinks
[ICML2025] The official implementation of "WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction"
☆17Updated 2 weeks ago
Alternatives and similar repositories for WGFormer
Users that are interested in WGFormer are comparing it to the libraries listed below
Sorting:
- [ICML2025] The official implementation of "PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models"☆18Updated 2 weeks ago
- [CIKM2023] The official implementation of "MPerformer: An SE(3) Transformer-based Molecular Perceptron"☆20Updated 7 months ago
- ☆13Updated 2 years ago
- Learnable Global Pooling Layers Based on Regularized Optimal Transport (ROT)☆16Updated last year
- A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining, ICML'23☆32Updated last year
- [CIKM2024] The official implementation of "MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction"☆23Updated last week
- [EMNLP 2023] ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction.☆21Updated last year
- Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"☆53Updated last month
- Geometric Algebra Flow Matching (GAFL) for Protein Backbone Generation☆12Updated last week
- [NeurIPS 2023] "Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules"☆37Updated last year
- Evolutionary Algorithm with Diffusion Models for Protein Design☆24Updated 4 months ago
- Official implementation of "Learning the language of protein structures"☆33Updated this week
- Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language Model☆25Updated 10 months ago
- Official implementation for the paper "EBMDOCK: NEURAL PROBABILISTIC PROTEIN-PROTEIN DOCKING VIA A DIFFERENTIABLE ENERGY-BASED MODEL" (IC…☆13Updated last year
- Official implementation for Learning Invariant Molecular Representation in Latent Discrete Space (NeurIPS 2023)☆21Updated last year
- Code for Pre-training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction (https://arxiv.org/abs/2301.12068)☆40Updated last year
- ☆26Updated 2 years ago
- Code for the paper https://arxiv.org/abs/2402.04997☆78Updated last year
- ☆12Updated last year
- Source code of the paper "Protein Sequence and Structure Co-Design with Equivariant Translation"☆24Updated last year
- Code for the paper Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design☆38Updated 11 months ago
- Retrieved Sequence Augmentation for Protein Representation Learning☆52Updated last year
- Code for "Unifying Molecular and Textual Representations via Multi-task Language Modelling" @ ICML 2023☆40Updated 9 months ago
- NeurIPS 2023 Spotlight paper: Full atom protein pocket design via iterative refinement☆48Updated last year
- ☆24Updated 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…☆28Updated 5 months ago
- Code for 'On Pre-trained Language Models For Antibody'☆33Updated 2 years ago
- [ICML 2024] Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation☆28Updated 9 months ago
- InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery (COLING 2025)☆47Updated 6 months ago
- ☆12Updated 7 months ago