BUPT GAMMA Lab's Projects
Code for <Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation> in ECML 2021
Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)
Dynamic Heterogeneous Graph Embedding via Heterogeneous Hawkes Process (ECML-PKDD 2020)
About Source code for AAAI 2019 paper "Hyperbolic Heterogeneous Information Network Embedding"
The code and data of SIGIR21 paper "Package Recommendation with Intra- and Inter-Package Attention Networks".
KDD2019-Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation
Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"
The code of paper "Adversarial Label-Flipping Attack and Defense for Graph Neural Networks" (ICDM 2020)
Source code for CIKM2018 paper "Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network"
Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du. Topology Attacks with Minimum Budget against Graph Neural Networks. WWW 2023.
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations
This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)
source code of KDD 2021 paper "Pre-training on Large-Scale Heterogeneous Graph".
Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"
The source will be uploaded recently