single-cell rna-seq

Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis ACL 2026 Refinement Contrastive Learning of Cell–Gene Associations for Unsupervised Cell Type Identification AAAI 2026 Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport ICLR 2025 Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen ICLR 2025 The VampPrior Mixture Model AISTATS 2025 Capturing the denoising effect of PCA via compression ratio NeurIPS 2024 Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data IJCAI 2024 Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation NeurIPS 2024 Clustering High-dimensional Data with Ordered Weighted ℓ_1 Regularization AISTATS 2023 Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data IJCAI 2023 xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data NeurIPS 2023 ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022 ACE: Explaining cluster from an adversarial perspective ICML 2021 Learning transport cost from subset correspondence ICLR 2020 Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NeurIPS 2015