Wing Hung Wong

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• scMTG reconstructs single-cell temporal dynamics with Markov transition generators

  bioRxiv (Cold Spring Harbor Laboratory) · 2026-06-06

• An AI-powered Bayesian Generative Modeling Approach for Causal Inference in Observational StudiesPreprint

  Journal of the American Statistical Association · 2026-04-15

• Modeling the causal mechanism between genotypes and phenotypes using large-scale biobank data and context-specific regulatory networks

  Cybernetics and Intelligence · 2026-03-01

• Additional file 2 of Reducing demographic bias in biomedical machine learning for cancer detection using cfDNA methylation

  Figshare · 2026-02-25

• Additional file 2 of Reducing demographic bias in biomedical machine learning for cancer detection using cfDNA methylation

  Figshare · 2026-02-25

• A Bayesian Generative Modeling Approach for Arbitrary Conditional Inference

  ArXiv.org · 2026-01-08

• An AI-powered Bayesian Generative Modeling Approach for Arbitrary Conditional InferencePreprint

  arXiv (Cornell University) · 2026-01-08

• Steering Protein Generative Models at Test-Time for Guided AAV2 Capsid Design

  2025-12-01

• Modeling combinatorial regulation from single-cell multi-omics provides regulatory units underpinning cell type landscape using cRegulon

  Genome biology · 2025-07-24 · 1 citations

• ProVADA: Generation of Subcellular Protein Variants via Ensemble-Guided Test-Time SteeringPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-07-17

• Improving polygenic prediction from whole-genome sequencing data by leveraging predicted epigenomic features

  Proceedings of the National Academy of Sciences · 2025-06-12 · 4 citations

• Likelihood-Free Adaptive Bayesian Inference via Nonparametric Distribution MatchingPreprint

  ArXiv.org · 2025-05-07

• Human stem cells with in vivo high plasticity generated by cell–cell communication

  Proceedings of the National Academy of Sciences · 2025-03-11 · 2 citations

• Steering protein generative models at test-time for guided AAV2 capsid design

  Faculty of 1000 Research Ltd · 2025-01-01

• EpiGePT: a pretrained transformer-based language model for context-specific human epigenomics

  Genome biology · 2024-12-18 · 29 citations

• How to improve polygenic prediction from whole-genome sequencing data by leveraging predicted epigenomic features?Preprint

  medRxiv · 2024-10-06 · 1 citations

• Leveraging genomic large language models to enhance causal genotype-brain-clinical pathways in Alzheimer’s diseasePreprint

  medRxiv · 2024-10-04 · 3 citations

• 80. IMPLICATION OF COMPLEX STRUCTURAL GENOME VARIATION IN THE GENETIC ARCHITECTURE OF NEUROPSYCHIATRIC DISORDERS: INSIGHTS FROM HUMAN POPULATION ANALYSIS AND FROM POSTMORTEM BRAINS OF INDIVIDUALS WITH PSYCHIATRIC DISORDERS

  European Neuropsychopharmacology · 2024-10-01

• Prioritizing disease-related rare variants by integrating gene expression data

  PLoS Genetics · 2024-09-30 · 3 citations

• Resolving the 22q11.2 deletion using CTLR-Seq reveals chromosomal rearrangement mechanisms and individual variance in breakpoints

  Proceedings of the National Academy of Sciences · 2024-07-23 · 5 citations