subgraph sampling

Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs CVPR 2026 Know Your Neighbors: Subgraph Importance Sampling for Heterophilic Graph Active Learning AAAI 2026 MuSe: Multi-Stage Graph Reasoning via Vision-Language Models ACL 2026 Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering COLING 2025 D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025 GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025 Bayesian Optimization of Functions over Node Subsets in Graphs NeurIPS 2024 SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter ICML 2024 BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing NSDI 2023 LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence ICLR 2023 Multi-Scale Subgraph Contrastive Learning IJCAI 2023 ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022 Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters NeurIPS 2021 Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes CVPR 2021 Inductive and Unsupervised Representation Learning on Graph Structured Objects ICLR 2020 Counting Motifs with Graph Sampling COLT 2018 Sketching Method for Large Scale Combinatorial Inference NeurIPS 2018