Graph Neural Networks

Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks ICLR 2023 Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks EMNLP 2023 Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy NeurIPS 2023 Joint Learning Model for Low-Resource Agglutinative Language Morphological Tagging ACL 2023 Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023 Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning Interspeech 2023 Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition EMNLP 2023 Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction ACL 2023 KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection EMNLP 2023 KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach IJCAI 2023 KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification IJCAI 2023 Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering ACL 2023 Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment AAAI 2023 K-Truss Based Temporal Graph Convolutional Network for Dynamic Graphs ACML 2023 LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite NeurIPS 2023 Language Semantic Graph Guided Data-Efficient Learning NeurIPS 2023 Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding NeurIPS 2023 Latent Field Discovery in Interacting Dynamical Systems with Neural Fields NeurIPS 2023 Latent Graph Inference using Product Manifolds ICLR 2023 Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs NeurIPS 2023 LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML 2023 Learnable Graph Convolutional Attention Networks ICLR 2023 Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023 Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks ICLR 2023 Learn and Sample Together: Collaborative Generation for Graphic Design Layout IJCAI 2023