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Bioinformatics

638 directly classified papers

Papers per year

Papers

Towards Accurate Disease Segmentation in Plant Images: A Comprehensive Dataset Creation and Network Evaluation WACV 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NIPS 2024
MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NIPS 2024
MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity AAAI 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM NIPS 2024
string2string: A Modern Python Library for String-to-String Algorithms ACL 2024
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes NIPS 2024
Association Pattern-aware Fusion for Biological Entity Relationship Prediction NIPS 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024
End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024
Graph Diffusion Policy Optimization NIPS 2024
AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction NIPS 2024
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation NIPS 2024
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding ACL 2024
Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data IJCAI 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NIPS 2024
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NIPS 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NIPS 2024
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NIPS 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NIPS 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024