Heterogeneous Graph Neural Network
heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network
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heterogeneous-graph
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Representation-Learning-on-Heterogeneous-Graph
machine-learning deep-learning representation-learning network-embedding graph-embedding heterogeneous-information-networks network-representation-learning graph-neural-network heterogeneous-graph
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Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
heterogeneous-network network-embedding graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network
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Inductive relation prediction by subgraph reasoning, ICML'20
graph-neural-networks graph-representation-learning inductive-learning logical-reasoning heterogeneous-graph knowledge-graphs heterogeneous-graph-neural-network
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毕业设计：基于图神经网络的异构图表示学习和推荐算法研究
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A Large-Scale Company Relation Graph for Investment Industry
benchmarking company graph-algorithms dataset knowledge-graph graph-learning private-equity graph-neural-networks heterogeneous-graph invetsments
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Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
cold-start recommender-systems maml meta-learning heterogeneous-information-networks heterogeneous-graph kdd2020
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- Jupyter Notebook
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network
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TigerLily: Finding drug interactions in silico with the Graph.
machine-learning node deep-learning graph ddi biology network-science knowledge-graph graph-database unsupervised-learning embedding graph-machine-learning gradient-boosting graph-embedding pharmaceuticals node-embedding tigergraph drug-drug-interaction heterogeneous-graph
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- Jupyter Notebook
[WSDM'2025] "DiffGraph: Heterogeneous Graph Diffusion Model"
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Algorithmic trading using heterogeneous graph neural network and reinforcement learning, pre-alpha
machine-learning statistics reinforcement-learning trading cryptocurrency graph-theory adaptive-learning stocks quantitative-finance investment financial-analysis technical-indicators finance-application actor-critic graph-neural-networks trade-bot heterogeneous-graph
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Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.
knowledge-graph recommender-system recommendation graph-neural-networks heterogeneous-graph hyperbolic-embeddings sigir2022
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[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
collaborative-filtering social-recommendation disentangled-representations graph-neural-networks heterogeneous-graph
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Heterogeneous Graph Contrastive Multi-view Learning, SDM 23
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SI-HDGNN: Heterogeneous Dynamical Academic Network for Scientific Impact Propagation Learning
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[WSDM'2025] "MixRec: Heterogeneous Graph Collaborative Filtering"
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GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)
pytorch data-integration link-prediction node-classification graph-neural-networks heterogeneous-graph interconnected-graph
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[Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"
collaborative-filtering recommender-systems heterogeneous-graph multi-relational contrastive-learning
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[EMNLP 2021] Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”
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This repo is for source code of Expert Systems with Applications paper "SR-HGN: Semantic-and Relation-Aware Heterogeneous Graph Neural Network".
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- Python
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