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Kai Yang

Yangzhou University

88 Daxue Road (South)

Yangzhou

Jiangsu, 225009

China

SCHOLARLY PAPERS

7

DOWNLOADS

815

TOTAL CITATIONS
Rank 43,100

SSRN RANKINGS

Top 43,100

in Total Papers Citations

22

Scholarly Papers (7)

1.

Graph Attention Contrastive Learning with Missing Modality for Multi-Modal Recommendation

Number of pages: 12 Posted: 16 Sep 2024
Yangzhou University, Yangzhou University, Yangzhou University, Yangzhou University and Yangzhou University
Downloads 440 (164,314)

Abstract:

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Multi-modal Recommendation Missing Modality Contrastive LearningGraph Neural Network

2.

Heterogeneous Graph Contrastive Learning with Augmentation Graph

Number of pages: 20 Posted: 20 Jul 2023
Kai Yang, Zequn Zhu, Yuan Liu and Zijuan Zhao
Yangzhou University, Yangzhou University, Yangzhou University and University of Shanghai for Science and Technology
Downloads 93 (730,864)
Citation 22

Abstract:

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Heterogeneous graph neural networks, Self-supervised learning, Graph contrastive learning, Node similarity, Node classification

Knowledge Graph Contrastive Learning for Recommendation Via Knowledge-Aware Reasoning

Number of pages: 12 Posted: 28 May 2025
Junyan Guo, Kai Yang and Wenqian Zhao
Yangzhou University, Yangzhou University and Yangzhou University
Downloads 49 (1,095,444)

Abstract:

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Recommendation, Knowledge Graph, Self-Supervised Learning, Contrastive Learning, Relation-Aware Reasoning

Knowledge Graph Contrastive Learning for Recommendation Via Knowledge-Aware Reasoning

Number of pages: 14 Posted: 07 Aug 2025
Junyan Guo, Kai Yang and Wenqian Zhao
Yangzhou University, Yangzhou University and Yangzhou University
Downloads 40 (1,210,354)

Abstract:

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Recommendation, Knowledge Graph, Self-Supervised Learning, Contrastive Learning, Relation-Aware Reasoning

4.

Graph Attention Network Via Node Similarity for Link Prediction

Number of pages: 18 Posted: 03 Oct 2022
Yangzhou University, Yangzhou University, University of Shanghai for Science and Technology, Yangzhou University and Yangzhou University
Downloads 76 (830,555)

Abstract:

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Graph attention network, node similarity, Link prediction, Graph Neural Network

5.

Multimodal Heterogeneous Graph Neural Networks for Recommendation via Large Language Models’ Guidance

Number of pages: 17 Posted: 23 Dec 2025
Yangzhou University, Yangzhou University, University of Shanghai for Science and Technology, Yangzhou University and Zhejiang Normal University
Downloads 44 (1,133,231)

Abstract:

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Multimodal RecommendationHeterogeneous Information Networks (HINs)Large Language Models (LLMs)Graph Neural Networks

6.

Global Augmentation and Local-Aware Multi-View Graph Contrastive Learning

Number of pages: 16 Posted: 03 Apr 2025
Wen Li, Kairong Li and Kai Yang
Yangzhou University, Yangzhou University and Yangzhou University
Downloads 42 (1,157,785)

Abstract:

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Graph representation learning, Graph neural network, Graph augmentation, Self-supervised learning, Graph contrastive learning

7.

Local Structure-Aware Graph Contrastive Representation Learning

Number of pages: 23 Posted: 25 Aug 2023
Yangzhou University, Yangzhou University, University of Shanghai for Science and Technology, Yangzhou University and Yangzhou University
Downloads 31 (1,304,549)

Abstract:

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graph representation learning, Graph Neural Network, self-supervised learning, Graph contrastive learning