Bioinformatics

Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images MIDL 2024 Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NeurIPS 2024 End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024 Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NeurIPS 2024 Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NeurIPS 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 Finding Interpretable Class-Specific Patterns through Efficient Neural Search AAAI 2024 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation NeurIPS 2024 Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning ICML 2024 Generating Highly Designable Proteins with Geometric Algebra Flow Matching NeurIPS 2024 Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024 GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation ICML 2024 GmGM: a fast multi-axis Gaussian graphical model AISTATS 2024 Graph Diffusion Policy Optimization NeurIPS 2024 GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles AAAI 2024 HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024 Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NeurIPS 2024 Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments NeurIPS 2024 Idiographic Personality Gaussian Process for Psychological Assessment NeurIPS 2024 Improving Antibody Humanness Prediction using Patent Data ICML 2024