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Name: BUPT GAMMA Lab

Type: Organization

Bio: Graph dAta Mining and MAchine learning Lab at Beijing University of Posts and Telecommunications

Location: No.3 Teaching Building, Beijing University of Posts and Telecommunications

Blog: shichuan.org

BUPT GAMMA Lab's Projects

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Code for <Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation> in ECML 2021

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Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)

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Dynamic Heterogeneous Graph Embedding via Heterogeneous Hawkes Process (ECML-PKDD 2020)

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About Source code for AAAI 2019 paper "Hyperbolic Heterogeneous Information Network Embedding"

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The code and data of SIGIR21 paper "Package Recommendation with Intra- and Inter-Package Attention Networks".

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KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation

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Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"

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The code of paper "Adversarial Label-Flipping Attack and Defense for Graph Neural Networks" (ICDM 2020)

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Source code for CIKM2018 paper "Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network"

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Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

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Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

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Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du. Topology Attacks with Minimum Budget against Graph Neural Networks. WWW 2023.

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Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

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Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations

openhgnn icon openhgnn

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

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An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)

pthgnn icon pthgnn

source code of KDD 2021 paper "Pre-training on Large-Scale Heterogeneous Graph".

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Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"

sccain icon sccain

The source will be uploaded recently

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