Graph Neural Networks

CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series AAAI 2024 CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos NeurIPS 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024 DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis NAACL 2024 Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024 Data Augmented Graph Neural Networks for Personality Detection AAAI 2024 Data-Efficient Graph Learning AAAI 2024 Deceptive Fairness Attacks on Graphs via Meta Learning ICLR 2024 Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024 Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract) AAAI 2024 Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks ICLR 2024 DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NeurIPS 2024 Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024 Deep Equilibrium Algorithmic Reasoning NeurIPS 2024 Deep Graph Mating NeurIPS 2024 Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NeurIPS 2024 Deep Hierarchical Graph Alignment Kernels IJCAI 2024 Deep Homomorphism Networks NeurIPS 2024 Deep Incomplete Multi-View Learning Network with Insufficient Label Information AAAI 2024 DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation NeurIPS 2024 Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024 Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling ICLR 2024 Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks ICLR 2024 Deep Semantic Graph Transformer for Multi-View 3D Human Pose Estimation AAAI 2024 Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024