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Graph Neural Networks

4,522 papers

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Papers

SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023
Generative Graph Dictionary Learning ICML 2023
Graph Contrastive Backdoor Attacks ICML 2023
CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests ICML 2023
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023
Learning Subpocket Prototypes for Generalizable Structure-based Drug Design ICML 2023
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks ICML 2023
SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023
Fast Online Node Labeling for Very Large Graphs ICML 2023
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks ICML 2023
On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation ICML 2023
U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation IJCAI 2023
Learning Object Consistency and Interaction in Image Generation from Scene Graphs IJCAI 2023
Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? IJCAI 2023
Gapformer: Graph Transformer with Graph Pooling for Node Classification IJCAI 2023
Continuous-Time Graph Learning for Cascade Popularity Prediction IJCAI 2023
CONGREGATE: Contrastive Graph Clustering in Curvature Spaces IJCAI 2023
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention IJCAI 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification IJCAI 2023
KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach IJCAI 2023
Basket Representation Learning by Hypergraph Convolution on Repeated Items for Next-basket Recommendation IJCAI 2023
Totally Dynamic Hypergraph Neural Networks IJCAI 2023
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity IJCAI 2023
Graph Propagation Transformer for Graph Representation Learning IJCAI 2023