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Bioinformatics

638 directly classified papers

Papers per year

Papers

Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NIPS 2024
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NIPS 2024
CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM NIPS 2024
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NIPS 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions NIPS 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NIPS 2024
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification AAAI 2024
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer AAAI 2024
Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization AAAI 2024
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NIPS 2024
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024
HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024
Multi-Granularity Causal Structure Learning AAAI 2024
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types NIPS 2024
GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles AAAI 2024
SALSA: Semantically-Aware Latent Space Autoencoder AAAI 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM NIPS 2024
Contrastive dimension reduction: when and how? NIPS 2024
Binding-Adaptive Diffusion Models for Structure-Based Drug Design AAAI 2024
Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction AAAI 2024