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Research & Selected Publications

Applications of Large Language Models and Prompt Optimization for Knowledge Extraction from Biological Pathway Figures
Authors:

Azam M, Zeng S, Aldihis H, Popescu M, Xu D

Journal & Year:

IEEE J Biomed Health Inform | 2025

scBSP: a fast and accurate tool for identifying spatially variable features from high-resolution spatial omics data
Authors:

Li J, Raina M, Wang Y, one or more additional authors omitted Xu D

Journal & Year:

Bioinformatics | 2025

TrimNN: characterizing cellular community motifs for studying multicellular topological organization in complex tissues
Authors:

Yu Y, Wang S, Li J, one or more additional authors omitted Xu D, Wang J

Journal & Year:

Nat Commun | 2025

ProtLoc-GRPO: Cell line-specific subcellular localization prediction using a graph-based model and reinforcement learning
Authors:

Zeng S, Zhang W, Li C, one or more additional authors omitted Xu D

Journal & Year:

bioRxiv | 2025

Defining Keypoints to Align H&E Images and Xenium DAPI-Stained Images Automatically
Authors:

Lin Y, Wang Y, Wang J, one or more additional authors omitted Xu D

Journal & Year:

Cells | 2025

IRnet: Immunotherapy response prediction using pathway knowledge-informed graph neural network
Authors:

Jiang Y, Immadi MS, Wang D, one or more additional authors omitted Xu D, Joshi T

Journal & Year:

J Adv Res | 2025

Harnessing the Power of Single-Cell Large Language Models with Parameter Efficient Fine-Tuning using scPEFT
Authors:

He F, Fei R, Krull JE, one or more additional authors omitted Xu D

Journal & Year:

Res Sq | 2025

scBSP: A fast and accurate tool for identifying spatially variable features from high-resolution spatial omics data
Authors:

Li J, Raina M, Wang Y, one or more additional authors omitted Xu D

Journal & Year:

bioRxiv | 2025