graph neural network

Non-IID Transfer Learning on Graphs AAAI 2023 Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023 Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting IJCAI 2023 NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA NeurIPS 2023 One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction IJCAI 2023 One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling EMNLP 2023 On Generalized Degree Fairness in Graph Neural Networks AAAI 2023 On Representing Linear Programs by Graph Neural Networks ICLR 2023 On Representing Mixed-Integer Linear Programs by Graph Neural Networks ICLR 2023 On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation ICML 2023 On the Ability of Graph Neural Networks to Model Interactions Between Vertices NeurIPS 2023 On the Expressive Power of Geometric Graph Neural Networks ICML 2023 On the Initialization of Graph Neural Networks ICML 2023 OpenGSL: A Comprehensive Benchmark for Graph Structure Learning NeurIPS 2023 Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023 Optimality of Message-Passing Architectures for Sparse Graphs NeurIPS 2023 Optimized Crystallographic Graph Generation for Material Science IJCAI 2023 Optimizing over trained GNNs via symmetry breaking NeurIPS 2023 Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing ICLR 2023 Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning EMNLP 2023 Path Neural Networks: Expressive and Accurate Graph Neural Networks ICML 2023 Patton: Language Model Pretraining on Text-Rich Networks ACL 2023 PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023 Peer-Label Assisted Hierarchical Text Classification ACL 2023 Personalized federated domain adaptation for item-to-item recommendation UAI 2023