Research

SALSA: Semantically-Aware Latent Space Autoencoder AAAI 2024 SCTrans: Multi-scale scRNA-seq Sub-vector Completion Transformer for Gene-selective Cell Type Annotation IJCAI 2024 Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024 Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data AAAI 2024 Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NeurIPS 2024 Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency ECCV 2024 Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation NeurIPS 2024 Shape analysis for time series NeurIPS 2024 S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NeurIPS 2024 SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NeurIPS 2024 SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution NeurIPS 2024 STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NeurIPS 2024 string2string: A Modern Python Library for String-to-String Algorithms ACL 2024 SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NeurIPS 2024 SurfPro: Functional Protein Design Based on Continuous Surface ICML 2024 Temporal Co-Registration of Simultaneous Electromagnetic Articulography and Electroencephalography for Precise Articulatory and Neural Data Alignment Interspeech 2024 Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024 Toward Fully-End-to-End Listened Speech Decoding from EEG Signals Interspeech 2024 Towards Accurate Disease Segmentation in Plant Images: A Comprehensive Dataset Creation and Network Evaluation WACV 2024 Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models Interspeech 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 Towards EMG-to-Speech with Necklace Form Factor Interspeech 2024 Training Compute-Optimal Protein Language Models NeurIPS 2024 Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization AAAI 2024 TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models NeurIPS 2024