Research

Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning ICML 2024 Levenshtein Distance Embedding with Poisson Regression for DNA Storage AAAI 2024 Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals NeurIPS 2024 LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024 MapLE: Matching Molecular Analogues Promptly with Low Computational Resources by Multi-Metrics Evaluation (Student Abstract) AAAI 2024 Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024 MetaRLEC: Meta-Reinforcement Learning for Discovery of Brain Effective Connectivity AAAI 2024 Mixed Models with Multiple Instance Learning AISTATS 2024 Mixture of neural fields for heterogeneous reconstruction in cryo-EM NeurIPS 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NeurIPS 2024 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024 MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction EMNLP 2024 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions NeurIPS 2024 Multi-Granularity Causal Structure Learning AAAI 2024 Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences Interspeech 2024 Multi-modal Transfer Learning between Biological Foundation Models NeurIPS 2024 Multinomial belief networks for healthcare data MLHC 2024 MultiOrg: A Multi-rater Organoid-detection Dataset NeurIPS 2024 MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NeurIPS 2024 Navigating Chemical Space with Latent Flows NeurIPS 2024 Nuclei Segmentation in Histopathological Images with Enhanced U-Net3+ MIDL 2024 One-hot Generalized Linear Model for Switching Brain State Discovery ICLR 2024