conftrace_

graph representation

360 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) graph representation learning (246) node classification (482) link prediction (624) contrastive learning (4032) knowledge graph (1837) large language model (13587) network embedding (111) self-supervised learning (3777)

Papers

AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024
Residual Hyperbolic Graph Convolution Networks AAAI 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models NIPS 2024
Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024
Enhancing Knowledge Selection via Multi-level Document Semantic Graph COLING 2024
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning AAAI 2024
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024
Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ACL 2024
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024
Towards Societal Impact of AI AAAI 2023
Graph Ordering Attention Networks AAAI 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NIPS 2023
I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023
Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis AAAI 2023
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NIPS 2023
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking NIPS 2023
Local Vertex Colouring Graph Neural Networks ICML 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NIPS 2023
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations NIPS 2023
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy NIPS 2023