Research

Geodesic Optimization for Predictive Shift Adaptation on EEG data NeurIPS 2024 GmGM: a fast multi-axis Gaussian graphical model AISTATS 2024 Graph Diffusion Policy Optimization NeurIPS 2024 Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram ICLR 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 HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals 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 IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment AAAI 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 Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation IJCAI 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 IST-editing: Infinite spatial transcriptomic editing in a generated gigapixel mouse pup MIDL 2024 IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024 Kermut: Composite kernel regression for protein variant effects NeurIPS 2024 Kernel-Based Evaluation of Conditional Biological Sequence Models ICML 2024 Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024 Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours Maps ECCV 2024 Learned morphological features guide cell type assignment of deconvolved spatial transcriptomics MIDL 2024 Learning High-Order Relationships of Brain Regions ICML 2024 Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing AAAI 2024