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Huazhong Shu

Southeast University

SCHOLARLY PAPERS

6

DOWNLOADS

230

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Prompt-Driven Graph Distillation: Enabling Single-Layer Mlps to Outperform Deep Graph Neural Networks in Graph-Based Tasks

Number of pages: 21 Posted: 11 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, affiliation not provided to SSRN, affiliation not provided to SSRN and Southeast University
Downloads 69 (883,195)

Abstract:

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Knowledge Distillation, Graph Neural Networks, Graph Distillation, Prompt Learning

2.

Esnet: End-to-End Shuttle Neural Network for Major Depressive Disorder Recognition with Eeg Signals

Number of pages: 12 Posted: 10 Jul 2025
Southeast University, Nanjing Medical University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, Nanjing Medical University and Southeast University - Department of Psychosomatics and Psychiatry
Downloads 68 (899,324)

Abstract:

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Major depressive disorder recognition, EEG signals, Unet, Attention Mechanism

3.

Mask Prompt-Guided Multi-Stage Vertebrae Identification

Number of pages: 15 Posted: 22 Aug 2024
Southeast University, Southeast University, affiliation not provided to SSRN, Southeast University, Southeast University, affiliation not provided to SSRN and Southeast University
Downloads 50 (1,063,489)

Abstract:

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Vertebrae identification Segment Anything Model Mask prompt

4.

Video Entity Linking in Complex Multimodal Scenarios: High-Quality Benchmark Datasets and a General Baseline Framework

Number of pages: 12 Posted: 03 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University and Southeast University
Downloads 29 (1,345,526)

Abstract:

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Video Entity Linking, Multimodal Entity Linking, Multimodal fusion, Knowledge graph, Transformer

5.

Beyond Surface Facts: Deep Graph Augmentation and Wavelet Transform for Temporal Knowledge Graph Completion

Number of pages: 14 Posted: 13 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University and Southeast University
Downloads 10

Abstract:

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Temporal Knowledge Graph, Information Fusion, Link prediction, Wavelet Analysis

6.

MuHE: Multimodal Hyper-Relational Knowledge Graph Embedding with Multi-Scale Convolutional Network

Number of pages: 12 Posted: 04 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University and Southeast University
Downloads 4

Abstract:

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knowledge graph completion, Hyper-Relational Knowledge Graph, Multimodal, Convolutional Network