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SR-GNN
[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"GRACE
[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)TextING
[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"GCA
[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"H-GCN
[IJCAI 2019] Source code and datasets for "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification"Fi_GNN
[CIKM 2019] Code and dataset for "Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction"A-PGNN
[TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recommendation"GraphCTR
This repo includes some graph-based CTR prediction models and other representative baselines.DGSR
[TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"TAGNN
[SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"GET
[WWW 2022] The source code of "Evidence-aware Fake News Detection with Graph Neural Networks"DGCF
[ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."LATTICE
[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"DyGCN
Code for "DyGCN: Dynamic Graph Embedding with Graph Convolutional Network"HGLS
[WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"MICRO
GETRAL
The source code of "Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural NetworksLogicCheckGPT
[ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinations in LVLMs by itself through logical closed loops.GraphAIR
[PR 2021] Code for "GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction"AUG-MAE
Code for AAAI'24 paper "Rethinking Graph Masked Autoencoders through Alignment and Uniformityโ.tgm-dlm
Code for AAAI24 paper Text-Guided Molecule Generation with Diffusion Language ModelSCGAN
[ICME 2019] Source code and datasets for "Semi-supervised Compatibility Learning Across Categories for Clothing Matching"GHRM
[WWW 2021] Source code and datasets for the paper "Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval".CF-FEND
[SIGIR 2022] Source code and datasets for "Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention".DESTINE
[CIKM 2021] Implementations for Disentangled Self-Attentive Neural Networks for Click-Through Rate PredictionRHGN
Source code for CIKM 2021 paper for Relation-aware Heterogeneous Graph for User ProfilingGRMM
[AAAI 2021] PyTorch implementation for "A Graph-based Relevance Matching Model for Ad-hoc Retrieval"K-GHRM
The source code of K-GHRMHeterFC
hetgsl
[CIKM 2021] Code and dataset for "Label-informed Graph Structure Learning for Node Classification"Love Open Source and this site? Check out how you can help us