graph neural network

Towards a Theory of Machine Learning on Graphs and its Applications in Combinatorial Optimization IJCAI 2024 Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024 Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning ICLR 2024 Towards Dynamic Message Passing on Graphs NeurIPS 2024 Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024 Towards Effective and General Graph Unlearning via Mutual Evolution AAAI 2024 Towards Effective Planning Strategies for Dynamic Opinion Networks NeurIPS 2024 Towards Fair Graph Federated Learning via Incentive Mechanisms AAAI 2024 Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation COLING 2024 Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations IJCAI 2024 Towards Human-like Learning from Relational Structured Data AAAI 2024 Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks AAAI 2024 Towards Principled Graph Transformers NeurIPS 2024 Towards realtime co-speech gestures synthesis using STARGATE Interspeech 2024 Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks ICLR 2024 Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification ACL 2024 Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network NeurIPS 2024 Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks ICLR 2024 Transductive Legal Judgment Prediction Combining BERT Embeddings with Delaunay-Based GNNs EMNLP 2024 Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024 Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-Based Similarity AAAI 2024 TREE-G: Decision Trees Contesting Graph Neural Networks AAAI 2024 Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024 Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process AISTATS 2024 Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024