Lai Guan Ng
Representation & Self-Supervised Learning · 2010–2020
A researcher in the Science corpus: 11 papers; trusts 3 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Representation & Self-Supervised Learning — 14 citations into it; #2,436 of 3,145 by trust here, #1,395 by citations
- Computer Vision and Pattern Recognition — 10 citations into it
Whom Lai Guan Ng trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Lai Guan Ng overall
Papers from Lai Guan Ng's perspective
Ordered by how strongly the researchers Lai Guan Ng trusts endorse each paper. Same corpus, a different order for every researcher.
- Development of monocytes, macrophages and dendritic cells (Science)
- viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia
- Accelerating t-SNE using tree-based algorithms
- UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
- Data-driven phenotypic dissection of AML reveals progenitor-like cells that correlate with prognosis
- Gene expression profiles and transcriptional regulatory pathways underlying mouse tissue macrophage identity and diversity (Nature Immunology)
- The XC chemokine receptor 1 is a conserved selective marker of mammalian cells homologous to mouse CD8α+ dendritic cells (Journal of Experimental Medicine)
- Notch–RBP-J signaling controls the homeostasis of CD8− dendritic cells in the spleen (Journal of Experimental Medicine)
- Computational flow cytometry: helping to make sense of high-dimensional immunology data (Nature reviews. Immunology)
- IRF4 Transcription Factor-Dependent CD11b+ Dendritic Cells in Human and Mouse Control Mucosal IL-17 Cytokine Responses (Immunity)
Their papers
- Dimensionality reduction for visualizing single-cell data using UMAP (2018) — 4,708 citations
- The gut microbiota influences blood-brain barrier permeability in mice (2014) — 2,211 citations
- Evaluation of UMAP as an alternative to t-SNE for single-cell data (2018) — 52 citations
- Two distinct interstitial macrophage populations coexist across tissues in specific subtissular niches (2019) — 934 citations
- A Network of Macrophages Supports Mitochondrial Homeostasis in the Heart. (2020) — 646 citations
- Heterogeneity of neutrophils (2019) — 599 citations
- Developmental Analysis of Bone Marrow Neutrophils Reveals Populations Specialized in Expansion, Trafficking, and Effector Functions (2018) — 614 citations
- C-Myb+ Erythro-Myeloid Progenitor-Derived Fetal Monocytes Give Rise to Adult Tissue-Resident Macrophages (2015) — 1,001 citations
- IRF4 Transcription Factor-Dependent CD11b+ Dendritic Cells in Human and Mouse Control Mucosal IL-17 Cytokine Responses (2013) — 816 citations
- Adult Langerhans cells derive predominantly from embryonic fetal liver monocytes with a minor contribution of yolk sac–derived macrophages (2012) — 766 citations
- Fate Mapping Analysis Reveals That Adult Microglia Derive from Primitive Macrophages (2010) — 4,761 citations