Research

Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization NeurIPS 2024 A probability contrastive learning framework for 3D molecular representation learning NeurIPS 2024 ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations Interspeech 2024 A scalable generative model for dynamical system reconstruction from neuroimaging data NeurIPS 2024 AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction NeurIPS 2024 ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings Interspeech 2024 Association Pattern-aware Fusion for Biological Entity Relationship Prediction NeurIPS 2024 Atom-Level Optical Chemical Structure Recognition with Limited Supervision CVPR 2024 Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks Interspeech 2024 A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis NeurIPS 2024 BAND: Biomedical Alert News Dataset AAAI 2024 BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NeurIPS 2024 BESST Dataset: A Multimodal Resource for Speech-based Stress Detection and Analysis Interspeech 2024 Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024 Beyond Structured Attributes: Image-Based Predictive Trends for Chest X-Ray Classification MIDL 2024 Binding-Adaptive Diffusion Models for Structure-Based Drug Design AAAI 2024 BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024 Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract) AAAI 2024 BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NeurIPS 2024 BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024 BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NeurIPS 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 Calibrated and Conformal Propensity Scores for Causal Effect Estimation UAI 2024 Can Transformers Smell Like Humans? NeurIPS 2024