Haijun Gong

9PUBLICATIONS
6CO-AUTHORS
Stochastic analysis and modellingGenomics and transcriptomicsTime series and spatial modellingDeep learningLarge and complex data theory
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Publications (9)

|Sep 17, 2026
Pseudotime-conditioned diffusion models for imputing time-series single-cell data.

|Feb 27, 2026
Challenges and Advances in Bioinformatics and Computational Biology.

Tong Si, Haijun Gong

|Oct 23, 2025
tBN-CSDI: a time-varying blue noise-based diffusion model for time-series imputation.

Graham Bishop, Tong Si, Isabelle Luebbert

|Jul 23, 2025
Reconstructing Dynamic Gene Regulatory Networks Using f-Divergence from Time-Series scRNA-Seq Data.

Yunge Wang, Lingling Zhang, Tong Si

|Feb 06, 2025
Bidirectional f-Divergence-Based Deep Generative Method for Imputing Missing Values in Time-Series Data.

Wen-Shan Liu, Tong Si, Aldas Kriauciunas

|Feb 04, 2025
Anomaly Detection in High-Dimensional Time Series Data with Scaled Bregman Divergence.

Yunge Wang, Lingling Zhang, Tong Si

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Frequent Collaborators

5 joint publications

Tong Si

3 joint publications

Yunge Wang

2 joint publications

Lingling Zhang

1 joint publications

Tae-Hyuk Ahn