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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Graph Edit Distance with General Costs Using Neural Set Divergence NIPS 2024
Structural Information Enhanced Graph Representation for Link Prediction AAAI 2024
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NIPS 2024
GRANOLA: Adaptive Normalization for Graph Neural Networks NIPS 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Graph neural networks and non-commuting operators NIPS 2024
MGNet: Learning Correspondences via Multiple Graphs AAAI 2024
Full-Body Motion Reconstruction with Sparse Sensing from Graph Perspective AAAI 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024
Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking AAAI 2024
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
Multi-Grained Conversational Graph Network for Retrieval-based Dialogue Systems COLING 2024
Link Prediction for Flow-Driven Spatial Networks WACV 2024
Improving Graph Networks Through Selection-Based Convolution WACV 2024
Second-Order Graph ODEs for Multi-Agent Trajectory Forecasting WACV 2024
PyGOD: A Python Library for Graph Outlier Detection JMLR 2024
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024
Pygmtools: A Python Graph Matching Toolkit JMLR 2024
Exploring the Role of Node Diversity in Directed Graph Representation Learning IJCAI 2024
Feature Transportation Improves Graph Neural Networks AAAI 2024
Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024