HySonLab
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34 repositories
- Hierarchical Directed Capacitated Arc Routing Problem (HDCARP)
- Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)
VietMedKG
PublicVietMedKG: Knowledge Graph and Benchmark for Traditional Vietnamese Medicine- Machine Learning for Automated Electrical Penetration Graph Analysis of Aphid Feeding Behavior: Accelerating Research on Insect-Plant Interactions
FactAgent
PublicTowards Robust Fact-Checking: A Multi-Agent System with Advanced Evidence Retrieval- DrugPipe: Generative artificial intelligence-assisted virtual screening pipeline for generalizable and efficient drug repurposing
- Efficient Matheuristics for Solving the Chinese Postman Problem with Load Constraints
- Topology-Guided Knowledge Distillation for Efficient Point Cloud Processing
MGVAE
PublicHigher-order permutation-equivariant graph variational autoencoder to generate molecules in multiresolution manner. https://iopscience.iop.org/article/10.1088/2632-2153/acc0d8- Light-weight Medical Image Segmentation
Design2Code
PublicLarge Language Model in combination with Large Vision Model for the task of code generation given design sketch.- Protein Design by Machine Learning guided Directed Evolution
- LatentDE: Latent-based Directed Evolution for Protein Sequence Design
WaveletPE
PublicRange-aware Graph Positional Encoding via High-order Pretraining: Theory and PracticeMultiscaleHSI
PublicMultiscale spectral graph neural networks for hyperspectral imagingLANTERN
PublicLANTERN: Leveraging Large Language Models And Transformer For Enhanced Molecular InteractionBioMedKG
PublicMultimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs- ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models
LearnMMF
PublicLearning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary MetaheuristicsTESGraph
PublicTESGNN: 3D Temporal Equivariant Scene Graph Neural NetworksVietMed-Sum
Public- 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
- Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning
EquiMesh
PublicE(3)-Equivariant Mesh Neural Networks (AISTATS 2024)HierAttention
PublicScalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range InteractionsGraphLASSO
PublicSparsity exploitation via discovering graphical models in multi-variate time-series forecastingpandemic_tgnn
PublicPredicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731- Project of drug interactions https://arxiv.org/pdf/2209.09941.pdf https://arxiv.org/pdf/2302.08680.pdf, NeurIPS 2022 (AI for Science)