CVPR 2025 accepted papers on Graph learning
25 of the 2,871 papers accepted at CVPR 2025 (0.9%) are on Graph learning, compared with 0.6% at CVPR 2024. They fall into 4 topics.
See CVPR 2025 in the interactive map
Working on something in this area? Describe your idea in scime atlas to see the closest accepted papers by meaning and how crowded the spot has become.
Topics and papers
Knowledge and temporal graphs · 11 papers
- Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method (17 citations)
- UniGoal: Towards Universal Zero-shot Goal-oriented Navigation (15 citations)
- MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images (10 citations)
- DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition (8 citations)
- Asynchronous Collaborative Graph Representation for Frames and Events (5 citations)
- Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information (5 citations)
- PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos (5 citations)
- Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation (5 citations)
- Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation (3 citations)
- Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation (3 citations)
- T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving
Graph self-supervised learning · 7 papers
- EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering (7 citations)
- BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion (6 citations)
- A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering (4 citations)
- Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning (3 citations)
- Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering (2 citations)
- Attribute-Missing Multi-view Graph Clustering (1 citation)
- Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection
Graph algorithms and clustering · 4 papers
GNN architectures · 3 papers
- Hypergraph Vision Transformers: Images are More than Nodes, More than Edges (8 citations)
- Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations (2 citations)
- NN-Former: Rethinking Graph Structure in Neural Architecture Representation (1 citation)