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Qian Ma

Dalian Maritime University

1 Linghai Road

Dalian, 116026

China

SCHOLARLY PAPERS

11

DOWNLOADS

392

TOTAL CITATIONS

0

Scholarly Papers (11)

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.

Generative Imputation of Incomplete Images: Leveraging Multimodal Information for Missing Pixel

Number of pages: 14 Posted: 16 Jan 2025
Qian Ma
Dalian Maritime University
Downloads 83 (803,225)

Abstract:

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Incomplete Image ImputationMultimodal InformationData QualityDeep Learning

3.

Research on the K Representative G-Skyline Query Algorithm

Number of pages: 18 Posted: 18 Oct 2023
Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 50 (1,074,648)

Abstract:

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Replacement strategy, Expansion strategy, Group Skyline, Skyline, k representative G-Skyline

4.

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

5.

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

6.

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

Number of pages: 19 Posted: 27 Jul 2025
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

7.

CircScale: Learning Scale-Adaptive Circuit Representations for Logic Synthesis Optimization

Number of pages: 12 Posted: 16 May 2026
Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian University of Technology, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 15 (1,526,714)

Abstract:

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Electronic Design Automation, Logic Synthesis Optimization, Circuit Representation Learning, Graph Neural Networks

8.

BiSeqGate: Bidirectional Sequence-Aware Graph Learning for Logic Circuit Semantics

Number of pages: 12 Posted: 08 Jun 2026
Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Jiaotong University, Dalian Maritime University and Dalian Maritime University
Downloads 14

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Electronic Design Automation, And-Inverter Graphs, Logic Circuit Semantics, Graph Learning

9.

Topology-Driven Domain Adaptation with Physical Consistency for Cross-Scale Power Modeling

Number of pages: 14 Posted: 13 May 2026
Dalian Maritime University, Dalian Maritime University, Dalian Polytechnic University Dalian China, Dalian Maritime University, Macau University of Science and Technology, Dalian Maritime University, Dalian Polytechnic University Dalian China and Dalian Maritime University
Downloads 14 (1,561,096)

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10.

Architecture-Aware Multi-Scale Modeling with Self-and Cross-Attention for Dynamic IR Drop Analysis

Number of pages: 17 Posted: 17 Jun 2026
Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Chinese Academy of Sciences (CAS) - Institute of Computing Technology, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University and Dalian Polytechnic University Dalian China
Downloads 11

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Very Large-Scale Integrated, Neural Networks, IR drop

11.

DeepTempo: Learning Temporal Circuit Behaviors of Logic Gates

Number of pages: 25 Posted: 22 May 2026
Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University, Dalian Maritime University and Dalian Maritime University
Downloads 8 (1,571,455)

Abstract:

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Integrated Circuit, Circuit Design, Electronic Design Automation