Bioinformatics

ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023 Reconstructing an Epidemic Outbreak Using Steiner Connectivity AAAI 2023 Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications ACL 2023 RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure Prediction CVPR 2023 Reprogramming Pretrained Language Models for Antibody Sequence Infilling ICML 2023 Retrosynthetic Planning with Dual Value Networks ICML 2023 RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy NeurIPS 2023 SE(3) diffusion model with application to protein backbone generation ICML 2023 Seeing through the mess: evolutionary dynamics of lexical polysemy EMNLP 2023 Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference AAAI 2023 Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning NeurIPS 2023 SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis ICML 2023 Training Normalizing Flows from Dependent Data ICML 2023 Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses CVPR 2023 VBD-NLP at BioLaySumm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents ACL 2023 Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022 Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022 Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms EMNLP 2022 A Comprehensive Evaluation of Biomedical Entity-centric Search EMNLP 2022 A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022 A Large-Scale Dataset for Biomedical Keyphrase Generation EMNLP 2022 A Nonconvex Framework for Structured Dynamic Covariance Recovery JMLR 2022