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

Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks AAAI 2026

Repetition Makes Perfect: Recurrent Graph Neural Networks Match Message Passing Limit AAAI 2026

UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction AAAI 2026

Learning Network Dismantling Without Handcrafted Inputs AAAI 2026

MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026

PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation AAAI 2026

Pb4U-GNet: Resolution-Adaptive Garment Simulation via Propagation-before-Update Graph Network AAAI 2026

Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026

LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation AAAI 2026

Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees AAAI 2026

Resilience Inference for Supply Chains with Hypergraph Neural Network AAAI 2026

Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning ACL 2026

Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection AAAI 2026

Multimodal Graph Representation Learning over Arbitrary Sets of Modalities WACV 2026

HGATSolver: A Heterogeneous Graph Attention Solver for Fluid–Structure Interaction AAAI 2026

Subgraph Encoding with Bicentric Sphere Node Labeling and Pooling for Link Prediction AAAI 2026

Multimodal Graph Representation Learning with Dynamic Information Pathways AAAI 2026

Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts AAAI 2026

Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026

Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling AAAI 2026

RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025

MTP: Transport for In-Network Computing NSDI 2025

Implicit vs Unfolded Graph Neural Networks JMLR 2025

Expressive Power of Temporal Message Passing AAAI 2025