← Research
Healthcare & Medicine › Research ›

Bioinformatics

638 directly classified papers

Papers per year

Papers

Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024
MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity AAAI 2024
MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NIPS 2024
Finding Interpretable Class-Specific Patterns through Efficient Neural Search AAAI 2024
Uncertainty-Aware Yield Prediction with Multimodal Molecular Features AAAI 2024
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NIPS 2024
CEGAR-Based Approach for Solving Combinatorial Optimization Modulo Quantified Linear Arithmetics Problems AAAI 2024
Generating Highly Designable Proteins with Geometric Algebra Flow Matching NIPS 2024
BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NIPS 2024
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NIPS 2024
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NIPS 2024
Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NIPS 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024
Cell ontology guided transcriptome foundation model NIPS 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types NIPS 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NIPS 2024
A probability contrastive learning framework for 3D molecular representation learning NIPS 2024