Shouzhi Chen

Sun Yat-sen University — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

6h-index176citations12works6.92yr avg
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Research Topics

Machine Learning in Bioinformatics(4), Advanced Graph Neural Networks(2), Single-cell and spatial transcriptomics(2), Graph Theory and Algorithms(2), vaccines and immunoinformatics approaches(2)

Publications12 total

scProtoTransformer: Scalable Reference Mapping Across Molecules, Cells and Donors
2025
MEAN: Multi-Expert Adaptive Network For Customer Lifetime Value Prediction
Lecture notes in computer science·2025
Modal-NexT: Towards unified heterogeneous cellular data integration
Information Fusion·2025· 2 cited
Knowledge-based inductive bias and domain adaptation for cell type annotation
Communications Biology·2024· 6 citedOpen Access
Modal-nexus auto-encoder for multi-modality cellular data integration and imputation
Nature Communications·2024· 24 citedOpen Access
A knowledge distillation-guided equivariant graph neural network for improving protein interaction site prediction performance
Knowledge-Based Systems·2024· 14 cited
UsIL-6: An unbalanced learning strategy for identifying IL-6 inducing peptides by undersampling technique
Computer Methods and Programs in Biomedicine·2024· 2 cited
PACVP: Prediction of Anti-Coronavirus Peptides Using a Stacking Learning Strategy With Effective Feature Representation
IEEE/ACM Transactions on Computational Biology and Bioinformatics·2023· 17 cited
GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation
Lecture notes in computer science·2023· 3 cited
NeuroPred-CLQ: incorporating deep temporal convolutional networks and multi-head attention mechanism to predict neuropeptides
Briefings in Bioinformatics·2022· 28 cited
Megnn: Meta-path extracted graph neural network for heterogeneous graph representation learning
Knowledge-Based Systems·2021· 80 cited
Study and Simulation on the Routing Queue Based on Hungary Algorithm
Mechanical Engineering & Automation·2007

Frequent Co-authors

Zhenchao Tang(5), Calvin Yu‐Chian Chen(5), Guanxing Chen(4), Linlin You(4), Jianping Zhao(3), Yannan Bin(3), Chun-Hou Zheng(3), Haohuai He(3), Yanhong Liao(2), Yaomin Chang(1), Chuan Chen(1), Weibo Hu(1), Zibin Zheng(1), Xiaocong Zhou(1), Qing Li(1), Jianhua Yao(1), Linlin You(1), Siyue Xie(1), Yiming Li(1), Da Sun Handason Tam(1)