Graph Neural Networks

Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024 Stratified GNN Explanations through Sufficient Expansion AAAI 2024 Stronger and Transferable Node Injection Attacks AAAI 2024 StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning ICLR 2024 Structural Entropy Based Graph Structure Learning for Node Classification AAAI 2024 Structural Fairness-aware Active Learning for Graph Neural Networks ICLR 2024 Structural Inference with Dynamics Encoding and Partial Correlation Coefficients ICLR 2024 Structural Information Enhanced Graph Representation for Link Prediction AAAI 2024 Structure Your Data: Towards Semantic Graph Counterfactuals ICML 2024 Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments ICML 2024 Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products ICML 2024 Subgraph Pooling: Tackling Negative Transfer on Graphs IJCAI 2024 Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection NeurIPS 2024 Supra-Laplacian Encoding for Transformer on Dynamic Graphs NeurIPS 2024 SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering AAAI 2024 Surprisingly Strong Performance Prediction with Neural Graph Features ICML 2024 Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for 3D Molecule Generation ICLR 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 TEDDY: Trimming Edges with Degree-based Discrimination Strategy ICLR 2024 TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NeurIPS 2024 TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling AAAI 2024 Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed NeurIPS 2024 Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024 Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024