Graph Neural Networks

ORANGE: Text-video Retrieval via Watch-time-aware Heterogeneous Graph Contrastive Learning EMNLP 2023 Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing ICLR 2023 Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023 PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 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 Persistent-Transient Duality: A Multi-Mechanism Approach for Modeling Human-Object Interaction ICCV 2023 Personalized federated domain adaptation for item-to-item recommendation UAI 2023 Personalized Subgraph Federated Learning ICML 2023 PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023 PiFold: Toward effective and efficient protein inverse folding ICLR 2023 PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023 PlanE: Representation Learning over Planar Graphs NeurIPS 2023 Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings EMNLP 2023 Positional Encoder Graph Neural Networks for Geographic Data AISTATS 2023 PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023 Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information ICLR 2023 Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NeurIPS 2023 Predicting Object Interactions with Behavior Primitives: An Application in Stowing Tasks CoRL 2023 Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023 Pretraining Language Models with Text-Attributed Heterogeneous Graphs EMNLP 2023 Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression AAAI 2023