Jin Gu
Associate Professor
Works on bioinformatics, machine learning, and systems and precision medicine.
Jin Gu's lab at Tsinghua works on medical imaging & healthcare AI and genomics & computational biology. 29 papers since 2023, 2 at top venues, mostly MICCAI and Expert Systems with Applications. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 7%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 4 papers2026 · T1 0 · collecting
- 13 papers2025 · T1 1
- 8 papers2024 · T1 1
- 4 papers2023 · T1 0
T1 venuesOtherVenues: MICCAI, Expert Systems with Applications, Information Sciences, Pattern Recognition
Research focuspaper titles that use each topic's words
- Genomics & computational biology8 papers
- Medical imaging & healthcare AI1 paper
- precision medicine0 papers
- precision0 papers
- bioinformatics0 papers
Paper list
From DBLP.
20264 papers
- Bioinform.A hybrid neighborhood enhanced contrastive learning and self-knowledge distillation method for scRNA-seq data clustering analysis (opens in a new tab)
- Pattern RecognitionA single-cell feature selection method based on subspace and minimum redundancy, applicable to multi-omics (opens in a new tab)
- Quant. Biol.Predicting drug-perturbed transcriptional responses using multi-conditional diffusion transformer (opens in a new tab)
- ISBRAscCT: Mapping Single-Cell Data to Human Reference Atlases to Identify Deviated Cell States (opens in a new tab)
202513 papers
- BIBMA Multi-Feature Fusion Framework for MDD Diagnosis Using Multi-Head and Channel Twin Self-Attention (opens in a new tab)
- Eng. Appl. Artif. Intell.A single-cell RNA sequencing data imputation method based on non-negative matrix factorization and multi-kernel similarity network fusion (opens in a new tab)
- BIBMAn Auxiliary Diagnostic Method for Neurological and Psychiatric Disorders Based on Hemisynap Polarity Attention and Adversarial Training (opens in a new tab)
- Expert Systems with ApplicationsAssisted diagnosis of neuropsychiatric disorders based on functional connectivity: A survey on application and performance evaluation of graph neural network (opens in a new tab)
- IECONAutonomous Drifting of Single-Track Two-Wheeled Robot with Deep Reinforcement Learning (opens in a new tab)
- Briefings Bioinform.Computational modeling of single-cell dynamics data (opens in a new tab)
- BIBMDGE-MAW: Dynamic Graph Enhancement and Multi-Level Attention Weighting Method for Neurological and Psychiatric Disorders Diagnosis (opens in a new tab)
- Artif. Intell. MedicineDisentangled global and local features of multi-source data variational autoencoder: An interpretable model for diagnosing IgAN via multi-source Raman spectral fusion techniques (opens in a new tab)
- MLCBGeST: Towards Building A Generative Pretrained Transformer for Learning Cellular Spatial Context (opens in a new tab)
- Genom. Proteom. Bioinform.HemaScope: A Tool for Analyzing Single-cell and Spatial Transcriptomics Data of Hematopoietic Cells (opens in a new tab)
- Eng. Appl. Artif. Intell.High-order graph convolutional networks for circular Ribonucleic Acid and disease association prediction incorporating multiple biological relationships (opens in a new tab)
- Frontiers Comput. Sci.scLT-kit: a versatile toolkit for automated processing and analysis of single-cell lineage tracing data (opens in a new tab)
20248 papers
- BMC Medical ImagingCT-based delta-radiomics for predicting pathological response to neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma: a multicenter study (opens in a new tab)
- BIBMEEG-based Cross Subject Emotion Recognition based on collaborative learning and dynamic distribution adaptation (opens in a new tab)
- MICCAI (T1)Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition (opens in a new tab)
- Genom. Proteom. Bioinform.HCCDB v2.0: Decompose Expression Variations by Single-cell RNA-seq and Spatial Transcriptomics in HCC (opens in a new tab)
- Comput. Electron. Agric.Hedge three-dimensional reconstruction and motion control technology for trimming robot (opens in a new tab)
- Biomed. Signal Process. Control.Investigating the brain network characteristics of multimodal emotion recognition and its classification applications based on functional connectivity patterns (opens in a new tab)
- BMC Medical ImagingQuantitating myocardial fibrosis using extracellular extravascular volume determined from computed tomography myocardial perfusion imaging (opens in a new tab)
- Bioinform.scCancer2: data-driven in-depth annotations of the tumor microenvironment at single-level resolution (opens in a new tab)
20234 papers
- Quant. Biol.Building digital life systems for future biology and medicine (opens in a new tab)
- Briefings Bioinform.Decoding functional cell-cell communication events by multi-view graph learning on spatial transcriptomics (opens in a new tab)
- Information SciencesFederated learning in smart cities: Privacy and security survey (opens in a new tab)
- SensorsResearch on Rotating Machinery Fault Diagnosis Based on an Improved Eulerian Video Motion Magnification (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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Data
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- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
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