Graph Neural Networks

Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level NeurIPS 2024 Invariant and Equivariant Reynolds Networks JMLR 2024 Investigating the Impact of Different Graph Representations for Relation Extraction with Graph Neural Networks COLING 2024 Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024 I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives AAAI 2024 Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach ICML 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NeurIPS 2024 Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification AAAI 2024 Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning IJCAI 2024 Kernel Readout for Graph Neural Networks IJCAI 2024 Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection COLING 2024 Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NeurIPS 2024 Knowledge GeoGebra: Leveraging Geometry of Relation Embeddings in Knowledge Graph Completion COLING 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024 Kumaraswamy Wavelet for Heterophilic Scene Graph Generation AAAI 2024 Lˆ2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification COLING 2024 Label Attentive Distillation for GNN-Based Graph Classification AAAI 2024 Label-free Node Classification on Graphs with Large Language Models (LLMs) ICLR 2024 LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024 Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NeurIPS 2024 Latent 3D Graph Diffusion ICLR 2024 Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network ICLR 2024 Learning Cartesian Product Graphs with Laplacian Constraints AISTATS 2024 Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure NeurIPS 2024 Learning Cooperative Trajectory Representations for Motion Forecasting NeurIPS 2024