Yi Pan

12PUBLICATIONS
34CO-AUTHORS
Context learningDeep learningSemi- and unsupervised learningMolecular targetsBioinformatic methods development
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Publications (12)

|May 18, 2026
Bridging the interpretability gap for medical artificial intelligence models using class-association manifold learning.

|Dec 05, 2025
Early lifespan prediction in Caenorhabditis elegans via contrastive learning and channel attention.

Miaomiao Jin, Weiyang Chen, Yi Pan

|Nov 29, 2025
Noise2read: Accurately Rectify Millions of Erroneous Short Reads Through Graph Learning on Edit Distances.

Pengyao Ping, Shuquan Su, Xinhui Cai

|Oct 15, 2024
Systematic Comparison of CRISPR and shRNA Screens to Identify Essential Genes Using a Graph-Based Unsupervised Learning Model.

Yulian Ding, Connor Denomy, Andrew Freywald

|May 10, 2024
Small-Molecule Inhibitors of TIPE3 Protein Identified through Deep Learning Suppress Cancer Cell Growth In Vitro.

Xiaodie Chen, Zhen Lu, Jin Xiao

|Mar 06, 2024
Partial order relation-based gene ontology embedding improves protein function prediction.

Wenjing Li, Bin Wang, Jin Dai

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Frequent Collaborators

3 joint publications

Haiping Zhang

2 joint publications

Yanjie Wei

1 joint publications

Han-Chieh Chao

1 joint publications

Jing Zhang