Deep Learning

GraphGPT: Generative Pre-trained Graph Eulerian Transformer ICML 2025 GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs CVPR 2025 Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 Graph-Guided Textual Explanation Generation Framework EMNLP 2025 Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ACL 2025 Graphic Design with Large Multimodal Model AAAI 2025 GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding ACL 2025 Graph Inverse Style Transfer for Counterfactual Explainability ICML 2025 Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025 GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025 GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization NAACL 2025 Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing ACML 2025 GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning CVPR 2025 Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025 GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts AAAI 2025 GraphNarrator: Generating Textual Explanations for Graph Neural Networks ACL 2025 Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision CVPR 2025 Graph Neural Network Generalization With Gaussian Mixture Model Based Augmentation ICML 2025 Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective ICLR 2025 Graph Neural Networks Can (Often) Count Substructures ICLR 2025 Graph Neural Networks for Databases: A Survey IJCAI 2025 Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance ICLR 2025 Graph Neural Networks Gone Hogwild ICLR 2025 GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025 Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems ICLR 2025