Graph Neural Networks

HoloNets: Spectral Convolutions do extend to Directed Graphs ICLR 2024 Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024 HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024 How Does Message Passing Improve Collaborative Filtering? NeurIPS 2024 Hyperbolic Graph Diffusion Model AAAI 2024 Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024 Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion AAAI 2024 Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024 Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024 Improving Graph Networks Through Selection-Based Convolution WACV 2024 Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024 Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval NeurIPS 2024 Kumaraswamy Wavelet for Heterophilic Scene Graph Generation AAAI 2024 Label Attentive Distillation for GNN-Based Graph Classification AAAI 2024 LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024 Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NeurIPS 2024 Learning Diffusions under Uncertainty AAAI 2024 Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024 Learning on Large Graphs using Intersecting Communities NeurIPS 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Learning Structure-from-Motion with Graph Attention Networks CVPR 2024 Learning to Reweight for Generalizable Graph Neural Network AAAI 2024 Linear Opinion Pooling for Uncertainty Quantification on Graphs UAI 2024