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

An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025
Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025
SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions ICCV 2025
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025
SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network AAAI 2024
ProG: A Graph Prompt Learning Benchmark NIPS 2024
TopoGCL: Topological Graph Contrastive Learning AAAI 2024
Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024
SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling EACL 2024
Pure Message Passing Can Estimate Common Neighbor for Link Prediction NIPS 2024
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy NIPS 2024
Graph Guided Question Answer Generation for Procedural Question-Answering EACL 2024
Disentangled Partial Label Learning AAAI 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NIPS 2024
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024
AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024
Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024
Learning Representations for Hierarchies with Minimal Support NIPS 2024
Taming the Long Tail in Human Mobility Prediction NIPS 2024
Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract) AAAI 2024
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation NIPS 2024
An Impossibility Theorem for Node Embedding AISTATS 2024
Deep Learning-Based Alternative Route Computation AISTATS 2024
Action Scene Graphs for Long-Form Understanding of Egocentric Videos CVPR 2024