HySonLab's repositories
Protein_Redesign
Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models
Ligand_Generation
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning
Directed_Evolution
Protein Design by Machine Learning guided Directed Evolution
drug-interactions
Project of drug interactions https://arxiv.org/pdf/2209.09941.pdf https://arxiv.org/pdf/2302.08680.pdf, NeurIPS 2022 (AI for Science)
Multires-Graph-Transformer
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures
GraphLASSO
Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting
Protein_Pretrain
Multimodal Pretraining for Unsupervised Protein Representation Learning
HierAttention
Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions
Multires-NP-hard
Symmetry-preserving & Multiresolution learning to solve NP-hard problems in Operations Research
pandemic_tgnn
Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731
Chinese_Postman_Problem
The Chinese Postman Problem with load-dependent costs