Change the repository type filter
All
Repositories list
24 repositories
- Machine Learning for signal processing on insects' behaviors
- Generative AI-assisted Drug Repurposing Pipeline
- ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models
- Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics
- TESGNN: 3D Temporal Equivariant Scene Graph Neural Networks
- Light-weight Medical Image Segmentation
- VietMedKG: Knowledge Graph and Benchmark for Traditional Vietnamese Medicine
- Fast Temporal Wavelet Graph Neural Networks (NeurIPS 2023)
- wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech
- Multimodal Pretraining for Unsupervised Protein Representation Learning
Directed_Evolution
PublicProtein Design by Machine Learning guided Directed Evolution- Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning
- E(3)-Equivariant Mesh Neural Networks (AISTATS 2024)
- Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions
- Latent-based Directed Evolution guided by Gradient Ascent for Protein Design
- Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting
pandemic_tgnn
PublicPredicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731- Higher-order permutation-equivariant graph variational autoencoder to generate molecules in multiresolution manner. https://iopscience.iop.org/article/10.1088/2632-2153/acc0d8
- Project of drug interactions https://arxiv.org/pdf/2209.09941.pdf https://arxiv.org/pdf/2302.08680.pdf, NeurIPS 2022 (AI for Science)
- Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures
- ViDeBERTa: A powerful pre-trained language model for Vietnamese, EACL 2023
- Symmetry-preserving & Multiresolution learning to solve NP-hard problems in Operations Research
- The Chinese Postman Problem with load-dependent costs