conftrace_

graph machine learning

12 papers

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Also known as

GRAPH ML GML

Co-occurring keywords

graph neural network (3962) node classification (482) inductive learning (72) kernel methods (1097) large language model (13587) benchmark dataset (635) knowledge graph (1837) spectral sparsification (3) instruction fine-tuning (100) graph regression (5)

Papers

Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025
When Causal Inference Meets Graph Machine Learning AAAI 2024
A Survey of Data-Efficient Graph Learning IJCAI 2024
Robust Offline Active Learning on Graphs NIPS 2024
Learning on Large Graphs using Intersecting Communities NIPS 2024
Language is All a Graph Needs EACL 2024
Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks MLHC 2023
Isotropic Gaussian Processes on Finite Spaces of Graphs AISTATS 2023
Curriculum Graph Machine Learning: A Survey IJCAI 2023
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics NIPS 2023
Fast Graph Neural Tangent Kernel via Kronecker Sketching AAAI 2022
Open Graph Benchmark: Datasets for Machine Learning on Graphs NIPS 2020