conftrace_

message passing

579 papers

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Also known as

MP

Co-occurring keywords

graph neural network (3962) graphical model (864) node classification (482) belief propagation (177) representation learning (6206) variational inference (2069) attention mechanism (4001) combinatorial optimization (1039) approximate inference (253) graph transformer (114)

Papers

Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025
HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025
Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025
Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs AAAI 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025
Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution AAAI 2025
NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025
Deep Multi-modal Graph Clustering via Graph Transformer Network AAAI 2025
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025
NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025
RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification AAAI 2025
Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing CVPR 2025
GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025
Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025
Learning More Expressive General Policies for Classical Planning Domains AAAI 2025
OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025