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graph neural network

4,589 papers

GNNS GNN

Papers

Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy AAAI 2024 Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data NeurIPS 2024 BENO: Boundary-embedded Neural Operators for Elliptic PDEs ICLR 2024 Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling COLING 2024 Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NeurIPS 2024 Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024 Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs ICLR 2024 Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness ICLR 2024 Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values ICLR 2024 Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer NAACL 2024 Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract) AAAI 2024 BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024 Boosting Graph Anomaly Detection with Adaptive Message Passing ICLR 2024 Boosting Graph Pooling with Persistent Homology NeurIPS 2024 Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective ICLR 2024 Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks ICLR 2024 Bridging Local Details and Global Context in Text-Attributed Graphs EMNLP 2024 BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics ICLR 2024 CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection ACL 2024 CAGK: Collaborative Aspect Graph Enhanced Knowledge-based Recommendation COLING 2024 Can Graph Learning Improve Planning in LLM-based Agents? NeurIPS 2024 Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach NeurIPS 2024 Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction EMNLP 2024 CAP: A Context-Aware Neural Predictor for NAS IJCAI 2024 Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024