Pinned Repositories
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)
GraphLASSO
Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting
LatentDE
Latent-based Directed Evolution guided by Gradient Ascent for Protein Design
Ligand_Generation
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning
Multires-Graph-Transformer
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures
Multires-NP-hard
Symmetry-preserving & Multiresolution learning to solve NP-hard problems in Operations Research
Protein_Pretrain
Multimodal Pretraining for Unsupervised Protein Representation Learning
Protein_Redesign
Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models
ViDeBERTa
ViDeBERTa: A powerful pre-trained language model for Vietnamese, EACL 2023
HySonLab's Repositories
HySonLab/ViDeBERTa
ViDeBERTa: A powerful pre-trained language model for Vietnamese, EACL 2023
HySonLab/Protein_Redesign
Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models
HySonLab/Ligand_Generation
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning
HySonLab/LatentDE
Latent-based Directed Evolution guided by Gradient Ascent for Protein Design
HySonLab/Directed_Evolution
Protein Design by Machine Learning guided Directed Evolution
HySonLab/Multires-Graph-Transformer
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures
HySonLab/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)
HySonLab/GraphLASSO
Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting
HySonLab/Protein_Pretrain
Multimodal Pretraining for Unsupervised Protein Representation Learning
HySonLab/Multires-NP-hard
Symmetry-preserving & Multiresolution learning to solve NP-hard problems in Operations Research
HySonLab/EquiMesh
E(3)-Equivariant Mesh Neural Networks (AISTATS 2024)
HySonLab/HierAttention
Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions
HySonLab/TWGNN
Fast Temporal Wavelet Graph Neural Networks
HySonLab/Chinese_Postman_Problem
The Chinese Postman Problem with load-dependent costs
HySonLab/pandemic_tgnn
Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731
HySonLab/ML4Insects
Machine Learning for signal processing on insects' behaviors
HySonLab/MGVAE
Higher-order permutation-equivariant graph variational autoencoder to generate molecules in multiresolution manner. https://iopscience.iop.org/article/10.1088/2632-2153/acc0d8
HySonLab/LearnMMF
Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics