Research

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024 Dynamics-Informed Protein Design with Structure Conditioning ICLR 2024 EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NeurIPS 2024 Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images MIDL 2024 emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NeurIPS 2024 emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NeurIPS 2024 EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography NeurIPS 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 EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder 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 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark 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 Flexible Bayesian Product Mixture Models for Vector Autoregressions JMLR 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