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Qiao Ning

Jiangnan University

1800 Lihu Ave.

Wuxi, 214122

China

SCHOLARLY PAPERS

7

DOWNLOADS

275

TOTAL CITATIONS

1

Scholarly Papers (7)

Molecular-Driven Multi-View Hypergraph Contrastive Learning for Drug-Drug Interaction Prediction

Number of pages: 26 Posted: 20 Aug 2025
Dalian Maritime University, Dalian Maritime University, Jiangnan University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 67 (938,792)

Abstract:

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Drug-Drug interaction, Molecular-driven graph learning, Multi-view hypergraph contrastive learning

Molecular-Driven Multi-View Hypergraph Contrastive Learning for Drug-Drug Interaction Prediction

Number of pages: 12 Posted: 17 Apr 2025
Dalian Maritime University, Dalian Maritime University, Jiangnan University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 60 (976,517)

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Drug-drug interaction, Molecular-driven graph learning, Multi-view hypergraph contrastive learning

2.

Neighborhood-Enhanced Graph Contrastive Learning for Drug-Target Interaction Prediction with Hierarchical Representation

Number of pages: 19 Posted: 30 Jul 2025
Jiangnan University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 33 (1,277,121)

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DTI prediction, Clustering, hierarchical representation, graph contrastive learning

3.

A Directional Multi-Lstm Framework Intergrated Bert for S-Sulfhydration Sites Prediction

Number of pages: 18 Posted: 10 Jul 2025
Dalian Maritime University, Jiangnan University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 30 (1,345,526)

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S-sulfhydration, directional multi-LSTM, BERT

4.

Efficient and Fast Multi-Dimensional Attention Mechanism for Protein-Protein Interaction Site Prediction

Number of pages: 31 Posted: 20 Jan 2026
Jiangnan University, Jiangnan University, Jiangnan University, Jiangnan University, Jiangnan University, Jiangnan University, Nanjing University of Science and Technology, Hong Kong Polytechnic University - Centre for Smart Health and Jiangnan University
Downloads 25 (1,470,786)

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Protein-Protein Interaction Site, Graph Convolutional Networks, Multi-Dimensional Attention Mechanism

5.

Dss-Dti: Drug-Target Interaction Prediction Method Based on Dual Spatiotemporal Scales

Number of pages: 18 Posted: 16 Jun 2025
Dalian Maritime University, Dalian Maritime University, Jiangnan University, Dalian Maritime University, Dalian Maritime University and Jiangnan University
Downloads 23 (1,424,331)
Citation 1

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drug-target interactions, meta-path, neighbor contrastive learning, graph neural work, graph attention network

6.

Ladgsl: A Link-Aware Attention Mechanism-Based Dual Graph Neural Network for Synthetic Lethality Prediction

Number of pages: 16 Posted: 14 Jun 2025
Dalian Maritime University, Dalian Maritime University, Jiangnan University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 19 (1,470,786)

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Synthetic Lethality Gene Pairs, Link-aware attention mechanism, Dual graph neural network

7.

Mckg-Sl: Knowledge Graph-Based Multi-Feature Cross-Aggregation Synthetic Lethality Prediction for Kras Gene

Number of pages: 19 Posted: 27 Jul 2025
Qian Liu, Qiao Ning, Hui Li, Qian Ma and Shikai Guo
Dalian Maritime University, Jiangnan University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 18 (1,481,165)

Abstract:

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KRAS, synthetic lethality, knowledge graph, Multi-feature Cross-aggregation, multi-omics data